Search in screen.

Integrations Library

Marketing

• Context.dev Explore Context.dev integrations Bring live web and company data into your AI tools, applications connect through Mer • Give a compatible AI client access to Context.de tools with OAuth. Use the CLI >_ Bring web data into terminal sessions, shell scripts, Install the agent skill Teach your coding agent how to choose endpoint and use the API More MCP clients AI tools Claude Code & Codex & Replit Build with live web and company data. Frameworks & workflows Add Context. dev to the stack you already use to build and run agents. • Lang Chain • Convex • Eve Automation & spreadsheets - Zapier ennen recoras ana researcn websites in your zaps Google Sneets Official SDKs use Context.dev in your application with an suk for the language you already work in Javascript & lypescript Use the Node.js SDK with typed requests. Claude • curso GemInI CLI VS Code • Composio OpenClaw omitnery 181 Make Bring company ana wed data into your scenarios MIcrosoTt Excel Add company logos to cells with the IMAGE Tunctior * Python Call the API from Python applications and notebooks A Ruby Access Context. dev from Ruby applications. Integrate Context.dev into your Go services. PHP Add Context.dev to your PHP backend. More MCP clients Connect through a client's remote MCP support using its setup guide. Availability and Y Combinato context dev

Pricing Page

Marketing

web research in one API call. — oI Context.dev Products “ -UseCases Y Customers Y Pricing Does Book demo Go to Dashboard Straightforward, transparent pricing Start with 1,000 free credits/mo, no credit card required. © Free Tier For exploring the APIs and testing your first ideas. $0 /month td Developer For side projects, MVPs, and lightweight apps. $19 /month Yearly 2 MONTHS FREE % Pro For production apps and Al agents powered by web data. $99 /month % Growth For growing products that need more data, more often. $299 /month Get Started Start buildit Start Pro Start Grow 1,000 credits/mo No overage 30 API calls per minute Scrape 1,000 pages Up to 100 brand retrievals Pull 10K logos (one-time quota) 10 monitors batch Email support 2 concurrent batches 5 concurrent batches 5 concurrent batches Email support Email + Slack support Priority support Usage alerts Spend controls Scale ® Enterprise For large datasets, bulk scraping, and For teams with custom volume, continuous monitoring. security, and compliance requirements. $499 /month Custom FIND YOUR PLAN BY VOLUME Which plan is the best value for your monthly pages? 1,000,000 credits/mo 2,000,000+ credits/mo Developer up to 50K pages $19 $1.00 per 1,000 credits overage Volume discounts. Era 50K-250K pages $99 700 API calls per minute Growth 250K-650K pages $299 Scrape 1,000,000 pages Custom rate & monitor limits Scale 650K-2M pages $499 Retrieve 100,000 brands SSO / SAML & SCIM provisioning Enterprise beyond 2M pages Custom 100,000 Answers in Fast mode 99.9% uptime SLA 7,500 credits/mo $2.20 per 1,000 credits overage 60 API calls per minute Scrape 7,500 pages 750 Answers in Fast mode Pull 100K logos Ranges assume overage enabled, billed in 1,000-credit blocks. 1 credit per scrape at the base rate. Eligible startups & nonprofits get 30% off an annual paid plan for 12 months. 125,000 credits/mo $1.80 per 1,000 credits overage 200 API calls per minute Scrape 125,000 pages Retrieve 12,500 brands 12,500 Answers in Fast mode Pull 2.5M logos 1,000 monitors 10,000 monitors 20 concurrent batches SSO / SAML Priority + Slack support Custom usage alerts Powering products and agents at Omintlify Ochatwoot 99 500,000 credits/mo $1.40 per 1,000 credits overage 600 API calls per minute Scrape 500,000 pages 50,000 Answers in Fast mode Pull 5M logos Annual invoicing, MSA / DPA Dedicated Slack channel Custom support & implementation help Apply for the discount > 99 ¥Super.com passionfroot © similarweb Klarna. 99 99 99 99 99 Ferndesk DocsBet daily sev ViZZY 8 Squad One balance. Every API. scrape uses 1 credit. Here’s what each API costs. API Credits Scrape ” From 1 credit per call Map URLs 7 From 1 credit per call Crawl Website 7 1 credit per page Search Web 7 Answers 7 Retrieve Brand ” Search Brands 7 From 1 credit per call From 10 credits per call 10 credits per call 1 credit; free on Pro, Growth, and Scale Retrieve Brand Search Brands 7 Extract Styleguide 7” Enrich Person Search News Parse File 7 FAQs Frequently asked Everything you need to know about integrating and scaling with context.dev. Is there a free tier? ap How do API credits work? ap Which plan should I choose? + Do you offer discounts for startups or nonprofits? aF Are there extra fees for JS rendering, anti-bot bypass, or premium proxies? What are the rate limits, and how can I increase them? + How fresh is the brand data? How often is it updated? + What if I need additional data points? + When should I talk to sales? + Backed by Combinator Web data infrastructure for AI agents. Scrape anything. Get answers. Keep your data fresh. © X in Product Developers 10 credits per cal 1 credit; free on Pro, G 10 credits per cal 20 credits per match From 1 it per call it per call From 1 What's the difference between API credits and Logo Link? * What pricing plans are available, and can I make one- n time lookups instead of subscribing? Do you offer annual billing? + Am I billed for failed requests? aP What happens when my API credits run out? + Why am I getting timeout errors? + Do you support subdomains? + What SDKs are available? + How can my agent sign up? aF soc a © operational Resources Company Scrape anything Answers from the web Map domains Retrieve brand data Run batches Create monitors Pricing © 2026 Context.dev Documentation Playground Integrations & SDKs MCP Server CLI Changelog Blog Customers Use Cases Compare Alternatives Free Tools Glossary Startups & nonprofits RL Research Grants Datasets Built with @ in San Francisco Contact Affiliates Trust Center Request Brand Update Terms DPA Privacy >

Use Cases

Marketing

• Context.dev Ground RAG in {fresh content} Collect web pages and documents, keep a source with every chunk, and refresh the content that Hireline" kovai.co passionfroot mintlify" O chatwoot " orange" A Sendx Collect, index, and keep your content current Collect web content Include your documents Refresh changed sources "page". wz3: "https://example.com". url: 'https://example.com mebhook: 1 Every part of your content pipeline. Scrape → Parse File → Monitor the web → POST /v1/monitors Teams that need live web data in their AI stack • AI Agent Develop Ship an agent that actually knows things. Free tier, 10-minute integration, and the same API powering agents at Mintlify, daily.dev, and Propane. No credit card to start. Book a call Web data infrastructure for Al agents. Scrape anything. Get answers. Keep your data fresh. context dev

Features Page

Marketing

context.aev Scrape anything. Return it your way. websites and PDFs into Markdown, HTML, structured fields, images, and sc • mintlify • daily.dev Choose your output e page visually. Read dynamic pages Control treshness Start with a URL. Get usable data. import ContextDev from 'context.dev'; 'YOUR_API_KEY' }) ; const page = await client.web.scrape(= Em2: tru :creenshot: tru SharedPazans: { mainContentonly: true 3, onsole log (nage markdown data). From a single page to your next feature. Feed vour knowledge • ect pages across a much larger iob. Run batches at scale 25,000 URLs A few things to know. Can I request several formats at once? Start with your next request. One API key for scraping, research, brand date • X in context dev

Landing Page

Marketing

oducing /answers: web research in one API call — of Context.dev Products Customers Book demo Go to Dashboard Backed by {J Combinator The web {context} API for agents One API for agents to scrape, search, monitor, and collect data from the web. Onboardyouragent * © Uv G scrape anything # Research Crawl © Map © ‘Brand st oe Powering products and agents at 99 99 99 ¥Super.com Jmintlify Ochatwoot Klarna. 99 99 99 99 99 99 Ferndesk DocsBet ViZZY compa 83 squad ® https://context.dev We b data you r Markdown JSON Screenshot Brand Styleguide product can use. Get clean content, sourced answers, and Web data API for AI agents Web scraping, data, and search brand data from the web. Explore the APIs > Products 1 2 3 4 infrastructure for AI products. 5 6 7 Scrape, answers, and brand data 8 - Map, batches, and monitors Scrape anything > Retrieve brand data > Run batches > Create monitors > Clean content from any URL. Logos, colors, and company data. Scrape thousands of URLs. Watch pages for changes. @ AGENTIC SETUP Set it up your way. Do it yourself in the dashboard, or let your AI agent handle the whole thing. Do it yourself Let your agent do it | 1. Sign up and verify your email. Paste one line into your coding agent. It connects Context.dev to the agent or builds it into your app, and handles signup and your 2. Copy your API key from the dashboard. API key. 3. Install the SDK and start calling the API. Use curl to read , then follow it to set up Context.dev for me. Get API Key G Copy Agent Setup @ FOR AI NATIVE PRODUCTS The {APIs} powering your next feature Get answers from the web, scrape and map websites, retrieve brand data and style guides, run batches, and monitor changes through one API. & Scrape anything Get Markdown, HTML, screenshots, @ — Scrape anything Get Markdown, HTML, screenshots, images, or structured fields from any URL. Answers from the web research questior structured Map domains domain, URLs with titles and descriptic available Retrieve brand data formats: { markdown: html: screenshot: 3, sharedParams: 3); and the de rom one domain. Extract style guide Scrape anything ELS © Tryin Cursor { mainContentOnly: console. log ; console. log data) ; Run batches Scrape thousands of URLs or crawla site in the ba naschedule > your webhook. From web scraping to answers and automation. Scrape, research, enrich, and keep up with the web. Build these workflows with one API. Scrape Anything Turn webpages and PDFs into Markdown, HTML, structured fields, images, and screenshots. Get the formats your product needs in one request. ® Webpages & PDFs Markdown HTML JSON ‘Screenshot # Web data API for AI agents search infrastructure for AI products. Images Example outputs Web scraping, data, and Y Multiple formats, one request Run deep research on demand Answer "tell me about this company" with actual sources. Resolve a domain to a typed brand profile, then use Answers to research the company in your JSON shape. notion.com The Al workspace Ww Notion Software (828) 2013 Workspace notion.com Enrich any entity your agent sees Connect company references and person identifiers to useful context. Retrieve brand profiles, enrich people, and bring both into your agent’s workflow. Make something people want. Y Combinator Startup accelerator helping founders bu Startup accelerator Funding the future 2 San Francisco, CA Run batches at scale Scrape thousands of URLs in one job. Process large URL lists or crawl entire sites, then collect results when the batch completes. Example batch - Markdown © Running 25,000 URLs 78.7% 19,680 complete 5,320 remaining One dataset Paginated results > Large URL lists - Full-site crawls Ground RAG in fresh content Collect pages with Scrape and Crawl, add documents with Parse, and use Monitors to refresh changed sources in your retrieval index. acme .com/blog/re markdown —> your embeddings @ KNOWLEDGE BASE Autofill onboarding forms Cut signup friction and drop-off. Pre-fill company fields from a work email domain so users finish onboarding faster and more of them activate. 5 fields filled Linear Developer Tools Issue tracking for modern teams v Get answers from the web Ask a research question and get a structured answer with source URLs. Give your agent findings it can use and evidence it can follow. Q What are Linear's main product features? Structured answer Example response [ "Issues", "Projects", "Roadmaps" Sources © © Monitor the web Watch pages for changes on a schedule. Track pricing, content, and new pages, then send updates straight to your application. example.com/pricing Team plan Monthly biting $24 Unlimited projects Shared workspaces Priority support Pricing changed Webhook sent > Checks every 6 hours Example monitor Paginated results > ‘One dataset Large URL lists - Full-site crawls @ INTEGRATE IN SECONDS Get web data into your product in just three steps Get API key Pricing changed Webhook sent > Checks every 6 hours Example monitor Choose the data your product needs Pick from web content, brand, company, and website APIs, all under one key. Connect it to your workflow Integrate in minutes with developer-friendly SDKs, clear docs, and example code. Ship the feature Power onboarding, enrichment, AI agents, and automation with live web data. @ ONE PLATFORM - THREE SURFACES Scrape any URL. Crawl any site. Extract any data point. Web scraping to clean markdown, structured data extraction with AI, typed brand intelligence on any company, and a one-line logo embed, all from the same REST API. Scrape anything - Crawl website API Screenshot API - Logo API @® WEB EXTRACTION Scrape anything. Choose your formats. HTML scraping API Brand colors API Map URLs Image scraper API Styleguide API - Font API Get Markdown, HTML, images, screenshots, bytes, and structured fields from one Scrape call. Add Map, Crawl, and Answers as your workflow grows. example. com/pricing # Example pricing POST /v1/web/scrape tHE Starter $19/mo i url: "https: //example.com/pricing', formats: { markdown: true } $ © BRAND INTELLIGENCE Any domain, typed. Resolve a domain, email, ticker, or messy merchant descriptor into a typed company with logos, colors, social profiles, and company details. tracking and project planning for teams. Developer Tools Built for modern teams 2019 San Francisco, CA tHE Team $49/mo # LOGO LINK One <img> tag. Any logo. No API call. No SDK. No backend. Just an image URL served through Logo Link's CDN. + 20K+ DEVELOPERS What developers say Feedback from the engineers shipping with us every day. JOHN ACOSTA NICK KHAMI “As soon as you type in the email, we use Context.dev to collect information about your brand and different logos. Context.dev saves us a lot of time right now.” Founder @ UsePropane.ai “Onboarding couldn't be simpler. Self-serve sign-up gives you an API key immediately, the documentation is thorough, and we were integrating within 10 minutes.” Engineering Manager @ Mintlify Read the case study LUKE RAMSDEN “Getting started is very simple. API docs are great and sign-up is self serve, with an API key generated immediately. Took 10 minutes to start integrating.” CPTO @ Architect (tryarchitect.com) you an API key immediately, the documentation is thorough, and Engineering Manager @ Mintlify Read the case study a) AARON EDWARDS “We're seeing much higher activation rates for our free trials and sign-ups because of it. It's made it a lot simpler for customers to get started with DocsBot and to get to that ‘aha’ value moment very quickly.” SREEJAN “Context.dev preserved full page content and JSON-LD on sites where Firecrawl struggled, provided useful metadata that let us remove much of our custom HTML parsing, and automatically refunded failed batch pages.” Founder @ DocsBot Co-founder @ Zaraftis Read the case study Read the case study Read the case study See how our customers do it From scrappy startups to Fortune 500s, teams ship brand- powered features in days instead of quarters. See all customers > Jan 25 Daily.dev Ido Shamun, Co-founder of daily.dev, shares how Context.dev powers their internal enrichment system to verify companies with zero maintenance... Read their story Read their story Engineering deep dives, product updates, and The Blog practical guides for building with brand data. Browser Fingerprinting Explained: Headless Browsers and Anti-Detect Profiles Multi-Site Product Data Extraction with Production Web Scraping Pipelines in Python and Pydantic Python Sep 27, 2026 Sep 27, 2026 Sep 26, 2026 FAQs Frequently asked questions Everything you need to know about integrating and scaling with context.dev. Is there a free tier? + What's the difference between API credits and Logo n Link? How do API credits work? ar What pricing plans are available, and can I make one- n time lookups instead of subscril Which plan should I choose? + Do you offer annual billing? + Do you offer discounts for startups or nonprofits? + Am I billed for failed requests? ap Are there extra fees for JS rendering, anti-bot bypass, a or premium proxies? What happens when my API credits run out? ap a > What are the rate limits, and how can I increase them? Why am I getting timeout errors? 2 7 n How fresh is the brand data? How often is it updated? Do you support subdomains? > What are the rate limits, and how can I increase them? Why am I getting timeout errors? 7 How fresh is the brand data? How often is it updated? Do you support subdomains? What if I need additional data points? What SDKs are available? When should I talk to sales? How can my agent sign uj Ship an agent that actually knows things. Free tier, 10-minute integration, and the same API powering agents at Mintlify, daily.dev, and Propane. No credit card to start. Get API Access Book a call Backed by Combinator soc2 Web data infrastructure for AI agents. ° Scrape anything. Get answers. Keep your data fresh. 8 X im © Allsystems operational Product Developers Resources Company Scrape anything Documentation Blog Contact Answers from the web Playground Customers Affiliates Map domains Integrations & SDKs Use Cases Trust Center Retrieve brand data MCP Server Compare Alternatives Request Brand Update Run batches CLI Free Tools Create monitors Changelog Glossary Pricing Startups & nonprofits RL Research Grants Datasets © 2026 Context.dev Built with @ in San Francisco Terms DPA Privacy >

Settings

Product

• Home • Q A Overview • Overview PRODUCTS 1 Data APIs › • Monitors • Batches @ Logo Link WORKSPACE • API Keys olo Usage ° Team You're on the free plan Upgrade 7 • Help <> Documentation s SaaSFrame Settings Manage organization details, subscription, and billing. Personal Organization Billing Free Plan $0/month 1,000 credits/mo 30 requests/min Remaining Credits in the plan Requests stop when your included credits run out. Refreshes Oct 27 with 1K credits. © * 967 credits Upgrade 967 /1,000 Support

Usage

Product

• Home C • Overview PRODUCTS \ Data APIs › @ Monitors • Batches @ Logo Link WORKSPACE P API Keys olo Usage Team You're on the free plan Upgrade 7 3 Help ‹› Documentation SaaSFrame Q Search logs by input Request Post Post Post Post Post Post Post Post Batch Post Get Get Post Post Post Monitor Post Post Post Post Post Get Post Status • 200 • 200 • 200 • 200 • 200 • 200 • 200 • 200 • 200 • 200 • 200 • 200 • 202 • 400 • 400 • 200 • 201 • 403 • 200 • 200 • 200 • 200 • 200 * 967 credits Usage Monitor your API usage and view detailed request logs. All v Logs Path /webhooks/deliveries /webhooks/deliveries /webhooks/deliveries /webhooks/deliveries /webhooks/deliveries /webhooks/deliveries /webhooks/deliveries /webhooks/deliveries /batch/settlement /webhooks/deliveries /batch/{batch_id} /batch/{batch_id} /batch/submit /batch/submit /batch/submit /monitors/run /monitors /v1/people/enrich / retrieve /web/answers /web/crawl /web/urls /web/scrape Input — — #pricing — saasframe.io https://www.saasframe.io/ https://www.saasframe.io/ https://saasframe.io Showing 1-23 of 23 • Last refreshed a few seconds ago Tags C & API Key C & API Latency Credits <1s <1s <1s <1s <1s <1s <1s <1s 4.00s <1s <1s <1s <1s 42.61s 46.08s 10.25s <1s <1s <1s Time (Central European Time) 10 2.84s 10 19.05s 10 5.71s 3.13s 1 Sep 28, 01:36 Sep 28, 01:36 Sep 28, 01:36 Sep 28, 01:36 Sep 28, 01:36 Sep 28, 01:36 Sep 28, 01:36 Sep 28, 01:36 Sep 28, 01:35 Sep 28, 01:35 Sep 28, 01:35 Sep 28, 01:35 Sep 28, 01:35 Sep 28, 01:34 Sep 28, 01:33 Sep 28, 01:30 Sep 28, 01:30 Sep 28, 01:28 Sep 28, 01:27 Sep 28, 01:27 Sep 28, 01:26 Sep 28, 01:24 Sep 28, 01:23 allo Status C Support

Dashboard

Product

• Home • Q • Overview PRODUCTS • Data APIS > © Monitors g Batches > Logo Link WORKSPACE P API Keys olo Usage Team You're on the free plan Upgrade 7 @ Help ‹› Documentation SaaSFrame Logo Link Use LogoLink to display up to date logos from our high speed global CDN. Try any domain to see the logo instantly. View Docs > 2 saasframe.io / https://logos.context.dev/?domain=saasframe.io&publicClientId=brandLL_2efd56f62f7807080d2dac8d8| ‹/ <img src="https://logos.context.dev/?domain=saasframe.io&publicClientId=brandLL_2efd56f62f78070{ Public Client ID # Domain Restrictions brandLL_2efd56f62f7807....e5a8 No domain restrictions set, this key can be used from any domain. Usage • Last refresh: a few seconds ago Used This Month Remaining Logo Link calls will not refresh. 10,000/10.000 Support

Details

Product

© Home S • Overview PRODUCTS • Data APIS > © Monitors g Batches ( Logo Link WORKSPACE • API Keys all Usage * Team You're on the free plan Upgrade 7 1 Help <› Documentation SaaSFrame 967 credits Batches > batch_d3ff1367e612799d5962bb239f43cd81 COMPLETED Crawl • HTML batch_d3ff1367e612799d5962bb239f43cd81 0 Progress Status 1 pages crawled The crawl ran out of reachable pages under its 100-page budget. Succeeded Failed Input Mode Format Start URL https://www.producthunt.com/leaderboard/daily/ Page budget The most pages the crawl may fetch; it stops early when the site runs out of reachable pages. Max depth How many links deep the crawl may follow from the start URL. Follow subdomains Credits Debited One credit per page in the crawl budget, taken from your balance at submission. Refunded Returned for the pages that did not succeed. Net cost Final cost of this batch. Timing Created Started Completed Failed pages by error NOT_FOUND Results Download parts Browse pages Format Gzipped NDJSON: one JSON record per scraped page. Links expire Part 1 1 page • 130 B Completed 1 Crawl HTML 100 No limit No 100 100 Sep 28, 1:35 AM Sep 28, 1:35 AM Sep 28, 1:35 AM 1 ndjson.gz Sep 29, 1:35 AM L Download • Support

Add & Edit

Product

• Home • Q • Overview PRODUCTS • Data APIS > @ Monitors © Batches > Logo Link WORKSPACE P API Keys alo Usage * Team You're on the free plan Upgrade 7 ® Help <› Documentation SaaSFrame < Back 967 credits Create a batch Scrape a list of URLs, or crawl a site page by page. Configure it here or grab the equivalent API call. Create via UI Create with code • Read Docs Target Type Scrape URLs Crawl Sitemap Crawl from URL Fetches exactly the pages you list. URLS URL list https://example.com/products/anvil| https://example.com/products/rocket One URL per line. Up to 25,000 URLs. Output format Markdown HTML Each page is returned as Markdown. Content options Include links Include images Shorten base64 images Include page HTML Main content only › Advanced options Tags docs, competitor Stored on the batch; filter and search the batch list by them later. Optional. Webhook notification https://example.com/webhook POSTed when the batch finishes. Deliveries are signed with a one-time secret returned on creation. Optional. Submit Batch → Support

Empty State

Product

• Home • Q a Overview • Overview PRODUCTS Y Data APIs > • Monitors 2 Batches @ Logo Link WORKSPACE • API Keys •00 Usage & Team You're on the free plan Upgrade 7 ® Help ‹› Documentation SaaSFrame 967 credits Scrape thousands of pages at once Create your first batch to scrape a list of URLs, or crawl a whole site, as Markdown or HTML. • Create Batch • Read Docs Batch concurrency: 1 Increase limit → Support

Details

Product

• Home • Q • Overview PRODUCTS @ Data APIs › @ Monitors 9 Batches > Logo Link WORKSPACE • API Keys olo Usage * Team You're on the free plan Upgrade ® Help < › Documentation S SaaSFrame * 968 credits Watch a page or sitemap Monitors watch a page or sitemap for exact changes, or a whole site for semantic changes, on a schedule. © Create Monitor • Read Docs Monitors: 1 / 10 used Increase limit → Changes Monitors Runs Monitor SaaSFrame pricing monitor RUNNING • Feedback Page 1 Every 6h < Previous Next > SaaSFrame pricing monitor https://www.saasframe.io/pricing C RUNNING " Page monitor mon_1e38a68b75d142a38a7601e6ee9de570 O UI Code Overview Status Last run Last change Created Tags pricing Target Type URL https://www.saasframe.io/pricing Normalize whitespace Schedule Type Frequency Notifications Webhook ... * Running Never None Sep 28, 2026 Page Enabled Interval Every 6 hours Not configured CURRENT BASELINE Captured Sep 28, 1:30 AM # Learn from a growing library of Screens and Patterns **693** companies are already in ### Monthly # $18 /month

Add & Edit

Product

• Home C a • Overview PRODUCTS • Data APIs › @ Monitors g Batches • Logo Link WORKSPACE • API Keys •Jo Usage & Team You're on the free plan Upgrade • Help ‹› Documentation SaaSFrame < Back * 968 credits Create a monitor Watch a page, sitemap, or whole site for changes on a schedule. Configure it here or grab the equivalent API call. Create via UI Create with code • Read Docs PRE-FILL WITH PROMPT Watch stripe.com/pricing and alert me when prices or plan limits change. Check every few hours. Optional shortcut. Drafts the fields below from a description; review before creating. or configure manually Generate Target Type Page Sitemap Semantic Watches one page for exact or meaningful content changes. Name Acme pricing monitor Shown in the monitors list. Tags pricing, competitor Group and filter monitors. Press Enter or comma to add each tag. URL https://acme.com/pricing The page to watch. Change Detection Exact Semantic Reports exact visible-text changes. Page content Frequency Hours C How often the monitor runs. Between 10 minutes and 1 year. = 120 credits/mo • 1 credit/run. Webhook Notifications https://example.com/webhook Where selected events are delivered. We generate a signing secret so you can verify each request. Optional. Learn how to verify signed deliveries ^ Automatic v Create Monitor → Support

Empty State

Product

• Home • Q a Overview • Overview PRODUCTS Y Data APIs > • Monitors • Batches @ Logo Link WORKSPACE • API Keys olo Usage & Team You're on the free plan Upgrade 7 ® Help ‹› Documentation s SaaSFrame 968 credits Watch a page or sitemap Create your first monitor to watch a page or sitemap for exact changes, or a whole site for semantic changes. © Create Monitor Monitors: 0 / 10 used • Read Docs Increase limit → Support

Add & Edit

Product

• Home • a ‹ Back WEB EXTRACTION ‹ › Scrape Anything QD Map URLs @ Crawl Website Q Search Web * Answers BRAND INTELLIGENCE • Retrieve Brand @ Search Brands @ Extract Styleguide PEOPLE & NEWS & Enrich Person • Search News UTILITY © Parse File • 968 credits Enrich People Turn an email, social URL, or name into a full professional profile with role, experience, education, and skills. • Read Docs Email Social profile URL • [email protected] @ linkedin.com/in/jane-doe First name Jane Company name Context.dev City San Francisco Last name Doe Company domain context.dev Region Country California United States Education + Add education v More settings Enter an email or social profile URL, or a first and last name plus a company, education, or location. © SaaSFrame curl -X POST "https://api.context.dev/v1/people/enrich"| -H "Content-Type: application/json" \ -H Authorization: Bearer ctxt_secret_b62e•. -d "23" •" 1 CURL v Open in • * • • Show Prompt • Copy API Key Result History Ready to enrich Fill in the person above, hit Enrich, and the matched profile will appear here. Try linkedin.com/in/yahia-bakour, [email protected], or Yahia Bakour at context.dev Enrich 20 credits Support

Add & Edit

Product

Add & Edit

Product

• Home C ‹ Back WEB EXTRACTION <> Scrape Anything • Map URLs @ Crawl Website Q Search Web * Answers BRAND INTELLIGENCE ® Retrieve Brand @ Search Brands @ Extract Styleguide PEOPLE & NEWS & Enrich Person El Search News UTILITY € Parse File * 988 credits S SaaSFrame Crawl Website Any site, get clean markdown for every page. Read Docs https://www.saasframe.io/ # Parameters Crawl Website 1 credit per page curl -X POST "https://api.context.dev/v1/web/crawl"\ -H "Content-Type: application/json" \ -H "Authorization: Bearer ctxt_secret_b62e•• -d'e CURL v Open in • * Show Prompt • Copy API Key Preview JSON History • Success • 10 Pages • 0 failed • O skipped • 1 max depth • 10 credits used • 20.2s • root • / Rendered Markdown 34.3кВ • /categories • /categories/affili... 34.2KB • /categories/blog-t... 32.9KB • /categories/ai-page 31.9KB • /categories/about-... 36.0KB •/categories/academy 31.8KB • /categories/404-pa... 32.6KB • /categories/career... 33.6KB • /categories/blog-f... 33.5KB •/websites • /websites/pages 34.8KB SaaSFrame — UX & UI Design Examples Library for SaaS Websites and Interfaces https://www.saasframe.io/ Depth 0 • HTTP 200 = Navigation identical on all 10 pages, 392... Link Products Categories All screens / Account Setup| | 598 + Add & Edit\ \ 390 ~ Analytics\ \ 75 • Appearance Customization\ \ 16 = Billing\ \ 45 i½ Calendar\ \ 13 © Chat| | 13 v Checklist\ \1 = Checkout\\ 25 Parameters Limits Max Pages 10 Max Depth No limit O limits the crawl to the starting page. URL Regex Filter Crawl only URLs matching this pattern. e.g. /blog Filtering Follow Subdomains G Include subdomains such as docs.example.com. Content Include Links Include Images Main Content Only Remove navigation, headers, footers, and sidebars. Include Frames Include iframe content in Markdown. Completed moments ago Was this useful? Q This endpoint crawls up to 500 URLs per request. Past that, run it as a batch job. Open Batches A

Add & Edit

Product

• Home • a < Back WEB EXTRACTION ‹ › Scrape Anything QD Map URLs 1 Crawl Website Q Search Web * Answers BRAND INTELLIGENCE • Retrieve Brand @ Search Brands @ Extract Styleguide PEOPLE & NEWS & Enrich Person E Search News UTILITY • Parse File s SaaSFrame Map URLs Map all URLs a website has from our index. Read Docs https://www.saasframe.io/ # Parameters Map URLs 1 credit curl -X GET https://api.context.dev/v1/web/urls?domain=https%3A%2F%2Fwww.saasframe.O -H "Authorization: Bearer ctxt_secret_b62e••' CURL v Open in • Show Prompt • Copy API Key Preview JSON History t= 8,455 URLS • 6 With metadata * 1 Credits © 6.3s Time Mapped URLS saasframe. io 8455 URLS 6 with metadata URLS without metadata were just queued for enrichment. Run the same request again in a minute to pick up their titles and descriptions. SaaSFrame - UX & UI Design Examples Library for SaaS Websites and Interf... https://www.saasframe.io Create websites, product interfaces and email sequences for your SaaS faster than ever with our library of 5,000+ real-world UX & UI design exemples. 2. https://www.saasframe.io/pricing https://www.saasframe.io/privacy https://www.saasframe.io/saas https://www.saasframe.io/checklist/saas-marketing-pages-checklist https://www.saasframe.io/sign-in https://www.saasframe.io/terms 8. https://www.saasframe.io/welcome 9. https://www.saasframe.io/patterns 10. https://www.saasframe.io/onboarding What do vou think of this URL map? o Good Q Bad 998 credits Parameters Discovery Include Subdomains Discover pages and sitemaps on subdomains. Filtering Max Links 10000 URL Regex Filter Return only URLs matching this pattern. Ahttps?://[^/]+/blog/ Search O Rank pages by relevance. Costs 2 credits instead of 1. pricing and plans Timeout Request deadline, up to 5 minutes. Headers Custom Headers O + Add header Tracking Tags

Add & Edit

Product

• Home C a - Back WEB EXTRACTION <› Scrape Anything Q Map URLs • Crawl Website Q Search Web * Answers BRAND INTELLIGENCE ® Retrieve Brand @ Search Brands @ Extract Styleguide PEOPLE & NEWS & Enrich Person • Search News UTILITY © Parse File S SaaSFrame Scrape Anything Get HTML, Markdown, screenshots, images, bytes, and structured fields in one request. PDFs, DOCX, Excel, and 40+ other file types supported. - Read Docs https://saasframe.io * Parameters Scrape 1 credit per call curl --request POST 'https://api.context.dev/v1/web/scrape' --header 'Authorization: Bearer ctxt_secret_b62e• -header 'Content-Type: application/json' \ CURL v Open in Show Prompt • Copy API Key Preview JSON History € 1 Format * 1 Credits © 4.6s Time © This is a best-effort render of the scraped HTML. Styles, layouts, and interactive elements will appear differently than the original page. = Log in Get started Ul Design inspiration for Saas builders Create websites, product interfaces and email sequences for your Saas faster than ever with our library of 5,000+ real-world UX & Ul design exemples. Explore all screens PAGE METADATA SaaSFrame - UX & UI Design Examples Library for SaaS Websites and Interfaces Create websites, product interfaces and email sequences for your SaaS faster than ever with our library of 5,000+ real-world UX & UI design exemples. Language Canonical https://www.saasframe.io/ Headings 119 Open Graph 4 Twitter JSON-LD What do you think of this scrape data? Good Q Bad 999 credits Parameters Wait For Wait Duration Default Auto: 500 ms; XML or frames: 2 sec. Set 0 to skip. Use Cache O Reuse recent captures. Cache Active for 3 days Timeout 60000 Total time for actions and all outputs. On Timeout O Fail Tracking Tags Label this request to filter it on the Usage page. e.g. production, team-a Privacy Zero Data Retention O Contact [email protected] to enable. MS

Add & Edit

Product

• Home • Q < Back <> Scrape Anything • Map URLs • Crawl Website Q Search Web * Answers ® Retrieve Brand Q Search Brands ® Extract Styleguide & Enrich Person FIl Searcn News © Parse File 1,000 credits Scrape Anything Get HTML, Markdown, screenshots, images, bytes, and structured fields in one request. PDFs, DOCX, Excel, and 40+ other file types supported. • Read Docs https://context.dev curl --request POST 'https://api.context.dev/v1/web/scrape'| --header 'Authorization: Bearer ctxt_secret_b62e•••• --header 'Content-Type: application/json' \ CURL Y Open in • * @ • Result History Ready to scrape Hit Scrape below and every format you selected in Parameters will appear here. try using nttps:/context.aev, nttps.//stripe.com/pricing, or nutps: Scrape 1 creant per cat # Parameters • Copy API Key • SaaSFrame Parameters HTML Markdown Images Bytes Product Main Content Only Include Frames Include Selectors article, #content Exclude Selectors nav, footer Country Auto (default) € Color Scheme Auto C Viewport Width 1440 Viewport Height 900 Dismiss Cookies Dismiss Popups Settle Animations Auto (off) € browser Actions Run steps after page load, before capture. Available on paid plans OCR Recover text Trom scanned FUr pages. Adds 1 credit pe Start Page End Page Last Headers Custom Headers O + Add header Wait For Time C Wait Duration O DeTaul Auto: bOU ms, xML or Trames: ¿ sec. Set U to skip Use Cache O Cache Active for 3 days Timeout Total time for actions and all outputs. 60000 On Timeout O Fail Tags Label this request to filter it on the Usage page. Zero Data Retention O Contact [email protected] to enable.

Dashboard

Product

• Home $ Q A Overview • Overview PRODUCTS • Data APIS › © Monitors © Batches G> Logo Link WORKSPACE & API Keys all Usage & Team You're on the free plan Upgrade 7 ® Help ‹› Documentation s SaaSFrame Credits Used Today O API calls Overview Track your API usage, credits, and subscription at a glance. Credits Used This Month O API calls Credits Remaining 1,000/1K Resets October 27th Make your first API request Choose an endpoint and send your first request in minutes. Integrate an API Explore API Playground C Last refreshed a few seconds ago * 1,000 credits Current Plan Free Plan 1K credits per month; 30 req/min Support

User Onboarding

Product

You're all set! Choose your agent to set up Context. dev tools directly in it. Your API Key • Created just now ctxt_secret_b6... •... • b583 In my codebase In my agent Codex Claude Code Cursor Other Agent Paste this prompt into Codex. Use curl to read https://docs.context.dev/agent- quickstart.md, then follow it to set up Context.dev for me . Go to Dashboard 1000 API credits available at 30 req/min.

Discovery Questions

Product

< Go back What are you building? We'll use this to generate a setup prompt for your agent. e.g. A sales agent that researches prospects before every call Generate Config Skip

Discovery Questions

Product

< Go back How did you hear about us? Select all that apply. © Google Search A AI tool or agent & Reddit in LinkedIn • Y Combinator f Facebook • Instagram & Friend/Coworker & X/Twitter ••• Other Go to Step 3 Skip

Discovery Questions

Product

Which agents are you using? Select all that apply. & Codex * Claude • Cursor • OpenCode >_ Other Go to Step 2 Skip

Verification

Product

Context.dev Check your inbox We sent a verification link to [email protected]. Open it and confirm your email address, then this page will continue on its own. I've verified my email Email sent O Log out and go back to signup After verification, we'll finish setting up your account.

Plans

Product

* EigenPal SaaSFrame v Settings Trigger = Runs • Reviews Monitoring AGENT Agents Shared resources WORKFLOW § Workflows Templates DEVELOPER § Webhooks P API Keys Connect {g3 Settings A Organization 8 Members a Model op° Usage • Email servers E Data retention • Billing © Monitoring Current Plan Free trial plan Credits used Free Enterprise El For large organizations Custom • Custom credit limits • SSO / SAML authentication • Dedicated support & SLA • On-premise deployment Contact Sales C 0 1 1,000 Pro For growing teams $30/month ~ 5,000 credits per month • Monthly credit reset • Priority support ‹ All integrations Upgrade to Pro C Documentation B

Settings

Product

* EigenPal Trigger = Runs • Reviews Monitoring AGENT © Agents Shared resources WORKFLOW § Workflows Templates DEVELOPER S Webhooks P API Keys Connect 203 Settings SaaSFrame v Settings A Organization 8 Members a Model op° Usage • Email servers & Data retention 9 Billing • Monitoring Data retention See where blob storage goes, configure how long runs are kept, and enforce the policy right away. Only terminal runs past the horizon are ever deleted — active, pinned, and dataset content is always kept. 5.2 KB across 2 objects Area Size Agents agents/ 5.2 KB Agent definitions, sessions, and execution data — not touched by run retention. Refresh Objects 2 Enforce now What to delete Which runs Input files only Full runs Eval runs Other runs Both Eval runs older than Other runs older than 30 days 90 days O with inputs past this horizon Manual, API, email, scheduled. O with inputs past this horizon Save policy No runs with unpurged inputs past the horizon — nothing to purge. Purge inputs of both (O)... Max per pass 500 runs Oldest-first, oldest passes first. M Documentation B

Usage

Product

* EigenPal • Trigger =o Runs E Reviews © Monitoring AGENT Agents Shared resources WORKFLOW § Workflows • Templates DEVELOPER & Webhooks @ API Keys o Connect {03 Settings SaaSFrame v Settings A Organization * Members @ Model 0p° Usage • Email servers @ Data retention • Billing • Monitoring • Last 30 days v Credit Usage 1000 credits remaining Free & Upgrade 0 1 1,000 LLM Tokens O in / O out Workflows O. Agents 0 Cached Input No input tokens yet O fresh . O written Agent Runs In selected range Sandbox Time Om Across all agent runs OCR Pages Workflows only LLM usage by model Workflow steps and agent runs combined, ordered by total tokens consumed. Cached tokens don't count against fresh input pricing. No LLM usage recorded in this period • Documentation LLM tokens over time Fresh input, cached input, and output tokens by day No LLM usage in this period Agent sandbox time Duration of agent sandbox usage over time No agent sandbox activity in this period OCR usage Document processing from classic workflow steps No OCR usage in this period

Details

Product

* EigenPal Trigger =0 Runs Reviews Monitoring AGENT @ Agents 2 Shared resources WORKFLOW § Workflows • Templates DEVELOPER S Webhooks API Keys Connect {ô} Settings SaaSFrame # Endpoints POST POST POST Start run aol varuns List runs /api/v1/runs Get run /api/v1/Iuns/:id Cancel run /api/v1/runs/:id/cancel Rerun /api/v1/runs/:id/rerun Undete review /api/v1/runs/:id/reviews Promote run /api/v1/runs/:id/promo... List artifacts /api/v1/Iuns/:id/artifa... Download artifact /api/v1/runs/:id/artifa. M Documentation C Connect Start run Start a run. Pass the target and input in the JSON body. Connect to Select workflow or agent & swagger.json https://studio.eigenpal.com/api/v1/runs REQUEST QUERY PARAMS PARAMETER TYPE DEFAULT DESCRIPTION version string latest Release or git ref. walt tor comolezzon integer - aconds to wait before retu 0). Omit for asyn HEADERS API keys P Autnorızatıon. beareı e1g_1Ive_xxxxxxxxxxxxx REQUEST BODY If the automation accepts file inputs, send as multipart/form-data - scalar arguments in the input part, each file as a files. «FieldName> part. target* string input object Automation target without a version suffix, e.g. worktiows.extract-involce or agents.support. Select an automation to preview its inputs. tlles.<tieldName> file overIides obiect metadata obiect Per-step output overrides. Caller metadata. RESPONSE Run accepted (async) 8 Async O Sync Returned when wait_for_completion is mitted. Run accented id* string type* "workflow" finished* false › source object False while in progress; poll GET /api/v1/runs/:id. Version Latest i9 Swagger Ul Code example E CURL curl -X POST "https://studio.eigenpal.com/api/v1/Funs -Antorization: Berer ilive_0000222222021 \ -H "Content-Type: application/json" \ -d '{ "target": "{target}", "input": {} }' Response example JSON "'id": "exec_xyz789abc", "type": "workflow", "finished": false, "source" : { "id": "wf_abc123", "name": "extract-invoice", "version": "3" Response schema JSON Schema "type": "object", "title": "RunAccepted", "properties" : { "id" : { "type": "string" "type": 7 "type": "string", "const": "workflow" "finished!: 1 "type" : "boolean", "const": false, "description": "False while in progress; poll G }, "'source" : { "type": "object", "properties": { "id": { "type": "string" }, "name" : { "type": "string", "nullable": true }, "version": { "type": "string", "nullable": true "'recuired: ( "id" "name" "version" "'adit iona (Properties"; false Dreauired : [ "id", "type", "finished" "adit ona properties"! False

Table

Product

* EigenPal SaaSFrame v API Keys Trigger =o Runs • Reviews Monitoring AGENT È Agents Shared resources WORKFLOW § Workflows Templates DEVELOPER & Webhooks & API Keys Connect {03 Settings API Keys Create and manage organization keys for CLI, SDK, and API access. Name @ SaaSFrame Backend Key Scopes eig_live_qAo... Created Sep 21, 2026, 01:22 PM Last used Never C Documentation B Expires Never + Create API Key Status Active

Success

Product

API key created Copy your API key now. You won't be able to see it again. X A This is the only time your API key will be shown. Store it securely — you won't be able to retrieve it later. Your API key eig_live_qАon3NdnCj0QX2xDVkt3s6m14fi0aPYy Done

Add & Edit

Product

Create API key Create a new platform API key. Eigenpal keys are issued with scope * and have no scope selector. Name e.g., Production Backend Cancel Create key

Empty State

Product

* EigenPal SaaSFrame v API Keys Trigger =o Runs • Reviews Monitoring AGENT Agents Shared resources WORKFLOW § Workflows Templates DEVELOPER & Webhooks & API Keys Connect {03 Settings API Keys Create and manage organization keys for CLI, SDK, and API access. + Create API Key No API keys Create an API key to start triggering workflows via the API. C Documentation B

Details

Product

* EigenPal Trigger = Runs • Reviews Monitoring AGENT • Agents Shared resources WORKFLOW ® Workflows Templates DEVELOPER Es Webhooks P API Keys o Connect {03 Settings M Documentation SaaSFrame v Webhooks / Automation Automation https://studio.eigenpal.com/webhooks STATUS • Healthy Subscribed events • run.created • run.status_changed Custom headers None configured. Events run.stat... Test less than a minute ago Succeeded Enabled & Send test CREATED less than a minute ago SIGNING SECRET + Add header run. status_changed whd1_0831fe31f6d74fb0aeac03681e930169 @ Redeliver STATUS ) Succeeded TIMESTAMPR Sep 21, 2026, 01:22 PM HTTP STATUS HTTP 200 ATTEMPTS Attempts Attempt 1 HTTP 200 1.9s Sep 21, 2026, 01:22 PM <!DOCTYPE htm1><html data-dp1-id="dp1_GUPge1g1H4Nuv8ekZCZ6GKq62DQB" lang="en" class="h-full overflow-hidden"><head> ‹meta charSet="utf-8"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="/_next/static/chunks/3j1xqr1gq54sn.css?dpl=dp1_GUPge1g1H4Nuv8ekZCZ6GKq62DQB" data-precedence="next"/><link rel="stylesheet" href="/_next/static/chunks/1mh74alovggjw.css?dp1=dp1_GUPge1g1H4Nuv8ekZCZ6GKq62DQB" data- precedence= "next"/><link rel="stylesheet" href="/_next/static/chunks/25uwm1htu6wqf.css? dpl=dpl_GUPge1g1H4Nuv8ekZCZ6GKq62DQB" data-precedence="next"/><link rel="stylesheet" href="/_next/static/chunks/2pop- Message payload "id": "whev_izac7tZgcrSDmXGUh50HN", "data": { "run": { "id": "test_whep_XDBS3J14QT7PdkB0hMzAP_1789989733214", "type": "workflow", "status": "completed", "createdAt": "2026-09-21T11:22:13.214Z", "startedAt": "2026-09-21T11:22:13.214Z" "completedAt": "2026-09-21T11:22:13.214Z" , "triggerType": "manual", "automationId": "test_whep_ХDBS3J14QT7PdkBOhMzAP" }, "currentStatus": "completed", "previousStatus": "Iunning" "test": true, "type": "run. status_changed", "createdAt": "2026-09-21T11:22:13.216Z",

Table

Product

* EigenPal SaaSFrame v Webhooks Trigger =o Runs • Reviews Monitoring AGENT © Agents Shared resources WORKFLOW § Workflows Templates DEVELOPER Es Webhooks P API Keys Connect {03 Settings Webhooks Send signed run lifecycle events to your systems. Endpoint Automation https://studio.eigenpal.com/webhooks SaaSFrame https://studio.eigenpal.com/webhooks M Documentation B Status Enabled Enabled + Add endpoint Health Events • No data run. status_changed Last delivery - • No data run. status_changed - • Webhook endpoint created

Add & Edit

Product

Add webhook endpoint Eigenpal signs each request and retries transient delivery Name Production events Endpoint URL https://example.com/webhooks/eigenpal Events Select at least one event. O run.created • run.status_changed Custom headers Values are encrypted and are never shown again. + Add header Cancel Create endpoint

Empty State

Product

* EigenPal SaaSFrame v Webhooks Trigger =o Runs • Reviews Monitoring AGENT Agents Shared resources WORKFLOW § Workflows Templates DEVELOPER Es Webhooks P API Keys Connect {03 Settings Webhooks Send signed run lifecycle events to your systems. • Documentation B Receive your first event Create an endpoint to receive signed events when runs are created or change status. + Add endpoint + Add endpoint

Table

Product

* EigenPal SaaSFrame v Workflows Trigger =o Runs • Reviews Monitoring AGENT Agents Shared resources WORKFLOW & Workflows Templates DEVELOPER & Webhooks P API Keys o Connect 503 Settings Workflows Create and manage workflows Q Search workflows... All workflows new-workflow-4z6|1e v1.0.0 2 minutes ago [email protected] • Run = Runs • Connect Items per page 20 M Documentation B Ll Evals ... 1-1 of 1 + New Workflow 88 # New folder Page 1 of 1 »

Analytics

Product

* EigenPal SaaSFrame v Monitoring Trigger = Runs Reviews @ Monitoring AGENT Agents Shared resources WORKFLOW § Workflows Templates DEVELOPER & Webhooks P API Keys ® Connect {03 Settings Monitoring Track human review quality over time - rolling accuracy, coverage, and confidence for production runs. ° new-workflow-4z6l1e Daily Weekly Rolling window Last 30 days v Reviewed accuracy No reviewed runs yet Review coverage 0% (0 / 1) 1 completed runs in range Incorrect Confidence (95%) Insufficient data Need at least 1 reviewed runs (have 0) | ~ Rolling reviewed accuracy - Reviewed accuracy ---- Review coverage No reviewed runs in this period yet Review runs → • Documentation B Review coverage by period Stacked run counts — correct, incorrect, nit (review feedback without a verdict), and unreviewed (no review yet).

Details

Product

* EigenPal Trigger = Runs Reviews Monitoring AGENT Agents Shared resources WORKFLOW § Workflows Templates DEVELOPER & Webhooks P API Keys o Connect 503 Settings SaaSFrame v Runs All @ Agents & Workflows Automations Runs 1 loaded • Live • Co new-workflo... • v1.0.0 less than a minute ago & [email protected]| S Manual | O Unrevi O 1.0s End of runs • Documentation & Experiments • new-workflow-4z6l1e • O a v1.0.0 v Completed & [email protected] & Manual exec_t8QASIUICpptF91fBgSsh • 1.0s {} 01 - 0v • 0 & 0/0 | @ <0.1 credits & TRIGGER • Manual EE RUN PHASES → INPUT Waiting in line Starting run Running • OUTPUT Unreviewed Output files STEPS No output files recorded. # Filters less than a minute ago Developer view Time range v Rerun 69ms 217ms Timeline Raw trace + Add missing file No step executions recorded. JSON output No structured output recorded. Notes What went wrong? Why is the current output incorrect? Collecting outputs Finalizing 170ms 196ms li Correct JSON Advanced: paste the full expected output. Prefer clicking fields in the JSON output above when possible. A Save as an example

Empty State

Product

* EigenPal SaaSFrame v Trigger Trigger =0 Runs • Reviews Monitoring AGENT È Agents Shared resources WORKFLOW § Workflows Templates DEVELOPER & Webhooks P API Keys Connect {03 Settings Trigger Automation s new-workflow-azolle No inputs defined. Click Run to start. Ф Documentation B Edit C Version 1.0.0 Latest release Inputs > Rur

Empty State

Product

* EigenPal SaaSFrame v Templates Trigger = Runs Reviews Monitoring AGENT Agents Shared resources WORKFLOW ® Workflows Templates DEVELOPER § Webhooks P API Keys O Connect {03 Settings Document templates Templates with {field} syntax for document generation. Loops: {#items}...{/items}. Supported formats: . docx . x1sx All Templates New folder Drop a template or click to upload DOCX or XLSX • fields and loops are detected automatically I. Browse files No templates yet. Upload DOCX or XLSX files with {'{field}'} syntax. Documentation B

Add & Edit

Product

* EigenPal Trigger =0 Runs E Reviews Monitoring AGENT È Agents Shared resources WORKFLOW Workflows Templates DEVELOPER Webhooks API Keys Connect Settings SaaSFrame v / Workflows / new-workflow-4z6l1e / Editor Workflow Pal v1.0.0 new-workflow-4z6l1e Model Retries • Run A Start Inputs (0) + Add input + Add step End Outputs (0) + Add output Trig: 88 Editor ~ Evals = Runs • Run ••• Configure Output a Save • Connect Workflow inputs Access via input. name Configure what data the workflow outputs when it completes. Use template expressions like {steps. stepName. output. field}} to reference step outputs. Workflow output Returned in API response Connect C Fields Pass an object Output Fields Field name {{steps.stepName.output}} + Add Field Output Schema ‹> Copy schema Preview of the workflow output structure based on current configuration. Workflow output object Documentation D

Flowchart

Product

* EigenPal SaaSFrame v / Workflows / new-workflow-4z6l1e / Editor Trigger =0 Runs E Reviews Monitoring AGENT È Agents Shared resources WORKFLOW Workflows Templates DEVELOPER Es Webhooks P API Keys Connect Workflow Pal v1.0.0 new-workflow-4z6l1e Model Retries Trig 88 Editor ~ Evals = Runs Run ••• Save • Run D Start Inputs (0) + Add input Workflow inputs Access via input.name + Add step • End Outputs (0) + Add output Workflow output Returned in API response Connect C Settings Documentation D

Empty State

Product

* EigenPal SaaSFrame v Workflows Trigger = Runs • Reviews Monitoring AGENT Agents Shared resources WORKFLOW § Workflows Templates DEVELOPER S Webhooks P API Keys O Connect 503 Settings Workflows Create and manage workflows Q Search workflows... All workflows No workflows here Create a workflow or a folder to start organizing C Documentation B + New Workflow 88 # New folder

Table

Product

* EigenPal SaaSFrame v Shared resources • Trigger =o Runs • Reviews Monitoring AGENT © Agents Shared resources WORKFLOW ® Workflows Templates DEVELOPER S Webhooks P API Keys O Connect {03 Settings Overview Shared resources Knowledge, skills, rules, and templates from your organization Git repo on main ... v t Knowledge Empty v & Skills Empty vE Rules Empty vE Templates Empty * Knowledge Browse shared knowledge from Git main. & Skills Browse shared skills from Git main. E Rules Browse shared rules from Git main. B Templates Browse shared templates from Git main. M Documentation B

Chat

Product

* EigenPal Trigger = Runs • Reviews Monitoring AGENT @ Agents Shared resources WORKFLOW § Workflows Templates DEVELOPER S Webhooks P API Keys Connect 503 Settings SaaSFrame v / Agents / New agent • New agent Saved • Not live v • Release 0.0.1 AGENT DEFINITION Workspace Input Output AGENT FILES O d AGENT.md TRAINING General Model Triggers • Run + New chat • Sessions v < > RUNS ED Runs Д Examples I want to set up this agent. Let me describe the business process and you'll help me write the instructions. No runs yet I want to set up this agent. Let me describe the business process and you'll help me write the instructions. B Thought for a moment Let me take a quick look at the current agent state so I know what we're starting with. • Shell • find • cat • echo Clean slate - just a stub AGENT.md. Go ahead and describe the business process. I'll listen and ask any clarifying questions before writing anything. C Documentation Message the agent... B

Chat

Product

* EigenPal Trigger = Runs Reviews Monitoring AGENT @ Agents Shared resources WORKFLOW § Workflows Templates DEVELOPER § Webhooks P API Keys O Connect {03 Settings SaaSFrame v / Agents / New agent • New agent U Provisioning sandbox... AGENT DEFINITION Workspace Input Output General Model Triggers • Run TRAINING + New chat • Sessions v < > RUNS Provisioning sandbox... ED Runs A Examples Provisioning sandbox... Agent files will appear when the workspace is ready. Let's set up this agent Help me describe the business process Help me define inputs and outputs I have example documents to upload No runs yet Message queued — will send once connected I want to set up this agent. Let me describe the business process and you'll help me write the instructions. C Documentation B

Add & Edit

Product

* EigenPal SaaSFrame v / Agents / New agent Trigger =o Runs • Reviews Monitoring AGENT @ Agents Shared resources WORKFLOW § Workflows Templates DEVELOPER S Webhooks P API Keys O Connect {03 Settings • New agent AGENT DEFINITION Workspace Input Output General Model Triggers • Run TRAINING + New chat O Sessions v < > RUNS ED Runs Д Examples No files yet Let's set up this agent Help me describe the business process Help me define inputs and outputs I have example documents to upload No runs yet • Message the agent... M Documentation B

Empty State

Product

* EigenPal SaaSFrame v Agents Trigger =o Runs • Reviews Monitoring AGENT @ Agents Shared resources WORKFLOW § Workflows Templates DEVELOPER & Webhooks P API Keys Connect {03 Settings Agents Manage and evaluate agents with training examples Ф Documentation B No agents yet Create your first agent to get started New Agent 88 + New Agent

Welcome Screen

Product

* EigenPal Select organization v Agents Trigger = Runs • Reviews Monitoring AGENTi @ Agents Shared resources WORKFLOW ® Workflows Templates DEVELOPER § Webhooks P API Keys Connec Setting: Agents Manage and evaluate agents with training examples 88 + New Agent Welcome to EigenPal! Let's set up your organization. You can invite team members later. Organization Name My Organization Create Organization Documentation A B

Verification

Product

EigenPal Verify your email Enter the verification code sent to your email [email protected] O Didn't receive a code? Resend (27) Continue • Secured by clerk

Signup

Product

EigenPal Create your account Welcome! Please fill in the details to get started. G Continue with Google or Email address Enter your email address Password Create a password Continue • Already have an account? Sign in Secured by & clerk

Settings

Product

Hugging Face Q. Search models, datasets, users... • Models • Datasets 88 Spaces • Buckets New • Docs Pricing == O • Buckets: O SaaSFrame/SaaSFrame O •lE Files xet * Settings CDN Pre-warming NEW Pre-warm your bucket on specific cloud regions for faster downloads. Files are replicated to edge nodes closest to your users. Storage is included in your plan. CDN pre-warming is billed per region. View pricing GCP - US East South Carolina GCP - EU West Netherlands AWS - US East Virginia aws AWS — EU West Ireland Save CDN settings Bucket Access control This Bucket is currently public . Anyone on the internet can see this Bucket. Only you (personal Bucket) or members of your organization (organization Bucket) can upload files. Public Trusted Publishers Allow CI/CD workflows to push to this bucket without long-lived tokens. No trusted publishers configured Add trusted publisher Rename or transfer this bucket O All links to this bucket will automatically redirect to the new location. New owner SaaSFrame New name / New bucket name I understand, move this bucket Delete this bucket This action cannot be undone. This will permanently delete the SaaSFrame/SaaSFrame bucket repository and all its files. Please type SaaSFrame/SaaSFrame to confirm. I understand, delete this bucket • System theme TOS Privacy About Careers Models Datasets Spaces Pricing Docs

Import & Export

Product

§ Hugging Face Q Search models, datasets, users... • Models • Datasets B Spaces • Buckets Docs Pricing vE Buckets: • SaaSFrame/SaaSFrame O › E Files *xet * Settings Getting started with your bucket ‹ > Sync this bucket </> Use this bucket Upload via the web Upload files directly from the browser using the web uploader. Upload your bucket files Use hf sync to upload a local folder to this bucket. Total size Files Last updated Pre-warmed CDN 0 Bytes 3 US DEU : : aws US Sep 21 aws EU CURL Homebrew uv uVx Upload files # Make sure the hf CLI is installed curl -LsSf https://hf.co/cli/install.sh | bash # Upload a local folder to this bucket hf sync ./data hf://buckets/SaaSFrame/SaaSFrame • System theme TOS Privacy About Careers Models Datasets Spaces Pricing Docs

Add & Edit

Product

Hugging Face Q Search models, datasets, users... • Models Datasets B Spaces • Buckets L Docs Pricing == O Create a new Storage Bucket Buckets are large-scale object storage without git constraints. Optimized for Al workloads with Xet deduplication and included CDN. Owner SaaSFrame Bucket name SaaSFrame CDN Pre-warming Pre-warm your bucket on specific regions for faster downloads. Additional charges apply per region. GCP - US East South Carolina GCP - EU West Netherlands • aws AWS - US East Virginia Storage is included in your plan. CDN pre-warming is billed per region. View pricing AWS — EU West aws Ireland Public Anyone on the internet can see this Bucket. Only you can upload. • A Private Only you can see and upload to this Bucket. • Tip: Install the official HFCLI Skill so your Al agents can manage Buckets directly. Once your Bucket is created, you can upload files using hf sync or the web interface. Create Bucket

User Onboarding

Product

* Spaces • SaaSFrame / SaaSFrame • Like • Running • App ›lE Files Community * Settings * Get started with your new Static Space! Your new Space has been created, follow these steps to get started (or read the full documentation) Space! ectly by editing index.html in the Files and versions tab. he Spaces documentation. Using Git HTTPS | SSH i Use an access token as git password/credential # When prompted for a password, use an access token with o ite # Generate one from your settings: https://huggingface.co/sett: git clone https://huggingface.co/spaces/SaaSFrame/SaaSFrame CURL Homebrew uv uvx # Make sure the hf CLI is installed curl -LsSf https://hf.co/cli/install.sh | bash # Download the Space hf download SaaSFrame/SaaSFrame - - repo-type=space Modify the files locally, then commit and push: git commit -am "Update space" git push -u origin main Using Web Ul It's possible to edit the index.html file directly in your browser.

Add & Edit

Product

Hugging Face Q Search models, datasets, users... • Models • Datasets 8B Spaces • Buckets M Docs Pricing Create a new Space Spaces are Git repositories that host application code for Machine Learning demos. You can build Spaces with Python libraries like Gradio, or using Docker images. • Manual setup • Al agent setup Space name New Space name Owner SaaSFrame Short description Short Description License License Select the Space SDK You can choose between Gradio, Docker, or Static to host your Space. 8 Paid ô Paid Static 6 templates Gradio 5 templates Docker 17 templates Gradio and Docker Spaces require a paid plan Static Spaces stay free for everyone. To create a Space that runs on compute, subscribe to PRO. + Subscribe to PRO Choose a Static template: E Blank • Paper Project • Gradio-Lite & React i S Svelte i V Vue i us Transformers.js Public Anyone on the internet can see this Space. Only you can commit. Protected ® Upgrade The app is publicly accessible via its URL, but the code and repo are private. Only you can see and commit to the code. + Subscribe to PRO to use protected Spaces. Private Only you can see and commit to this Space. • Tip: Install the official HF CLI Skill so your Al agents can manage Spaces directly. Create Space

Integrations

Product

Hugging Face Q Search models, datasets, users... • Models • Datasets ® Spaces • Buckets new Docs Pricing SaaSFrame SaaSFrame Profile Account Authentication Organizations Billing Downloads Repositories Access Tokens SSH and GPG Keys Inference Providers Webhooks Papers Notifications Jobs Hardware Local Apps Gated Repositories Content Preferences Connected Apps MCP Theme Upgrade to D PRO NEW MCP Server Connect your MCP client and configure which tools are available in your Hugging Face Hub MCP server. + Get PRO to get 40 minutes of daily compute usage on ZeroGPU Spaces (RTX Pro 6000 Blackwell hardware), including via MCP. Setup with your Al assistant * Share feedback • HuggingChat • VSCode • Cursor ® ChatGPT @ Codex > Gemini CLI * Claude * Claude Code • OpenCode LM Studio Other Client Enable in your HuggingChat MCP servers settings, available by default with no configuration needed. • Open HuggingChat to start chatting with 110+ available open weight models. Spaces Tools Any Spaces added here will be instantly available in your MCP client. • Browse MCP Spaces Q Search MCP-compatible Spaces *, mcp-tools/Z-Image-Turbo 7 O • Dynamic Spaces Dynamically call MCP Spaces at runtime Remove Embedded Images Remove embedded images generated by Gradio Spaces Configure Tools The MCP Server gives your assistant access to the Hub- repositories, buckets, papers and more built in. 22 View MCP documentation Contribute Repos Create new Repos and Buckets and upload files to them Sandboxes Experimental Create and use Sandboxes - supports Hub Storage © Hub Repository Search • Hub Repository Details Search for models, datasets and spaces with filters for author, tags etc. Get detailed information about Models, Datasets and Spaces Run and Manage Jobs Run, monitor and schedule jobs on Hugging Face infrastructure • System theme TOS Privacy About Careers Models Datasets Spaces Pricing Docs

Integrations

Product

Hugging Face Q Search models, datasets, users... • Models • Datasets B Spaces • Buckets Docs Pricing SaaSFrame SaaSFrame Local Apps Set your preferred local inference apps Profile Account Authentication Organizations Billing Downloads Repositories Access Tokens SSH and GPG Keys Inference Providers Webhooks Papers Notifications Jobs Hardware Local Apps Gated Repositories Content Preferences Connected Apps MCP Theme Upgrade to D PRO • System theme NEW Local Apps Set your favorite local applications, to show them by default on all compatible model pages. To Text Generation 14 applications Ep Text-to-Image 3 applications • ' llama.cpp Browse • • Draw Things • • LM Studio @ Browse • • DiffusionBee @ Browse Jan ® Browse • JoyFusion @ Browse • V VLLM @ Browse • & SGLang @ Browse • fo Ollama • Browse • • Unsloth Desktop browse F. Pi @Browse • MLX LM @ Browse # Docker Model Runner O Browse Lemonade @ Browse Hermes Agent @ Browse * Atomic Chat O Browse OpenClaw @ Browse Give feedback or suggest a new Local App × TOS Privacy About Careers Models Datasets Spaces Pricing Docs

Settings

Product

Hugging Face Q Search models, datasets, users... • Models • Datasets • Spaces • Buckets Docs Pricing SaaSFrame SaaSFrame Profile Account Authentication Organizations Billing Downloads Repositories Access Tokens SSH and GPG Keys Inference Providers Webhooks Papers Notifications Jobs Hardware Local Apps Gated Repositories Content Preferences Connected Apps MCP Theme Upgrade to D PRO • System theme • Publicly Visible - 1 + NEW Hardware Set your preferred hardware My Hardware GPU NVIDIA B200 192GB Amazing! You have a total of 496.60 TFLOPS of computing power. GPU poor GPU rich 496.60 TFLOPS Add new Hardware NVIDIA Add item L AMD Browse community hardware 7 intel) INTEL Q QUALCOMM • Apple TOS Privacy About Careers Models Datasets Spaces Pricing Docs

User Onboarding

Product

Hugging Face Q. Search models, datasets, users... • Models • Datasets @ Spaces • Buckets NEw L DOCS Pricing = SaaSFrame SaaSFrame Profile Account Authentication Organizations Billing Downloads Repositories Access Tokens SSH and GPG Keys Inference Providers Webhooks Papers Notifications Jobs Hardware Local Apps Gated Repositories Content Preferences Connected Apps MCP Theme Upgradeto C PRO • Documentation • Pay-as-you-go Pay only for seconds used NEW Jobs Run compute jobs on Hugging Face infrastructure with a familiar Docker-like interface! Why Hugging Face Jobs? • Docker-like CLI run, ps, logs, inspect • Any Hardware CPUS to A100S & TPUs © Run Anything Docker, HF Spaces & more + Add Credits to start your own Jobs. • Tip: Install the official HF CLI Skill so your Al agents can manage Jobs directly. Quick Start Examples 1. Install the Hugging Face CLI: Install the CLI curl -LsSf https://hf.co/cli/install.sh | bash Install the CLI (using Homebrew) brew install hf Install the CLI (using uv) uv tool install hf 2. Login to your Hugging Face account: Login hf auth login 3. Create a job using the hf jobs command: Run Python code directly hf jobs run python:3.12 python -c 'print("Hello from the cloud!")' Run a local script with uv hf jobs uv run script.py Use GPUs without any setup hf jobs run --flavor a10g-small pytorch/pytorch:2.6.0-cuda12.4-cudnn9-devel | python -c "import torch; print(torch.cuda.get_device_name ()) " Run a Docker image hf jobs run ubuntu echo 'Hello from the cloud!' Run Python code on a cron schedule hf jobs scheduled run "*/5****" python:3.12 | python -c "import time; print('Hello, it's ' + time.ctime()) " Learn more about Hugging Face Jobs by reading the documentation. •

Settings

Product

Hugging Face Q Search models, datasets, users... • Models • Datasets B Spaces • Buckets Pricing SaaSFrame SaaSFrame Profile Account Authentication Organizations Billing Downloads Repositories Access Tokens SSH and GPG Keys Inference Providers Webhooks Papers Notifications Jobs Hardware Local Apps Gated Repositories Content Preferences Connected Apps MCP Theme Upgrade to D PRO NEW Notification Settings Community Notifications Repo Discussions @ • Email • Web Posts, Articles, & Papers Replies ® • Email • Web Watch settings 0 Choose on which organizations/users to get notified on new discussions and PRs or posts • SaaSFrame 1 repository ¢ - you New activity on watched orgs/users © Email • Web Q Add any organization/user Other notifications (email only) • New features and announcements • Requests to join your organization(s) • Suggestions for organizations to join • Another HF user follows you • A release you subscribed to is available • ArXiv papers authorship detection and claim activity Daily Papers D • Requests to access your gated repositories • Secret(s) detected in the code of one of your repos • Inference Endpoint status changes (e.g. when an endpoint goes down) • Job status changes (e.g. when a job fails) • Billing notifications • System theme TOS Privacy About Careers Models Datasets Spaces Pricing Docs

Empty State

Product

Hugging Face Q Search models, datasets, users... • Models • Datasets B Spaces • Buckets _ Docs Pricing == O SaaSFrame SaaSFrame Repositories Overview Storage * Documentation Profile Account Authentication NEW Repositories Access Tokens SSH and GPG Keys Inference Providers Webhooks Papers Notifications Jobs Hardware Local Apps Gated Repositories Content Preferences Connected Apps MCP Theme Upgrade to D PRO No storage used yet • System theme TOS Privacy About Careers Models Datasets Spaces Pricing Docs

Dashboard

Product

Hugging Face Q Search models, datasets, users... • Models • Datasets • Spaces • Buckets new Docs Pricing SaaSFrame SaaSFrame Repositories Overview Storage © Documentation Profile Account Authentication Organizations Billing Downloads Repositories Access Tokens SSH and GPG Keys Inference Providers Webhooks Papers Notifications Jobs Hardware Local Apps Gated Repositories Content Preferences Connected Apps MCP Theme Upgrade to D PRO All Models Datasets Spaces Buckets Repository SaaSFrame/SaaSFrame Type • Model Updated 3 minutes ago Q Filter by repository name Visibility - Storage public 0 Bytes % of Total T 0.0% NEW • System theme TOS Privacy About Careers Models Datasets Spaces Pricing Docs

Usage

Product

Hugging Face Q Search models, datasets, users... • Models • Datasets A B Spaces • Buckets Docs Pricing SaaSFrame SaaSFrame Downloads Bandwidth used by your downloads from the Hub Profile Account Authentication Organizations Billing Downloads Repositories Access Tokens SSH and GPG Keys Inference Providers Webhooks Papers Notifications Jobs Hardware Local Apps Gated Repositories Content Preferences Connected Apps MCP Theme Upgrade to D PRO Egress this month @ 0 Bytes / 20 TB Period: Last 30 days NEW 0 Bytes 44020 sep 8 Sep 10 Sep 12 Sep 16 Sep 18 • System theme TOS Privacy About Careers Models Datasets Spaces Pricing Docs

Billing

Product

Hugging Face Q Search models, datasets, users... SaaSFrame SaaSFrame Profile Account Authentication Organizations Billing Downloads Repositories Access Tokens SSH and GPG Keys Inference Providers Webhooks Papers Notifications Jobs Hardware Local Apps Gated Repositories Content Preferences Connected Apps MCP Theme Upgrade to D PRO Billing Overview Credits O $0.00 + Add Credits Automatic Recharge @ Current period usage $0.00 Ends on Oct 1 • Models • Datasets B Spaces / • Buckets NEw Payment information Subscriptions Invoices + Get PRO to get up to ~10x more storage, compute and Hub rate limits. Storage Private Storage ill View usage 0 GB/100 GB O Public Storage h View usage 0 TB/8.7 TB + Add Compute ZeroGPU Browse 0/5 minutes O Inference Usage h View usage $0.00 / $0.10 A M Bill inference usage to your organization Bandwidth Egress oh View usage 0 Bytes/20 TB this month A SEP 21 - OCT 1 Current period 4: Inference Usage E No usage & ZeroGPU Usage No usage • Compute Usage No usage • Private Storage No usage • System theme TOS Privacy About Careers Models Datasets Spaces L Docs Pricing Hub Rate Limits Hub APIs @ 29 / 1k requests Resolvers O 0 / 5k requests Pages @ | 12 / 200 requests Rate limits are applied over 5-minute intervals. view doc Pricing Docs

Add & Edit

Product

Hugging Face Q Search models, datasets, users... • Models • Datasets B Spaces • Buckets L Docs Pricing New Organization Complete your organization profile Organization type Organization Username Username Homepage (optional) Homepage Logo (optional) Upload a file Organization Full name Full name • GitHub username (optional) GitHub alias X Twitter username (optional) Twitter account in LinkedIn profile (optional) LinkedIn profile Al & ML interests (optional) Al & ML interests Create Organization

Settings

Product

Hugging Face Q Search models, datasets, users... • Models Datasets B Spaces • Buckets L Docs Pricing == O SaaSFrame SaaSFrame Organizations Settings + Create organization You are not a member of any organization. Profile Account Authentication Organizations Billing Downloads Repositories Access Tokens SSH and GPG Keys Inference Providers Webhooks Papers Notifications Jobs Hardware Local Apps Gated Repositories Content Preferences Connected Apps MCP Theme Upgrade to D PRO NEW • System theme TOS Privacy About Careers Models Datasets Spaces Pricing Docs

Settings

Product

Hugging Face Q Search models, datasets, users... • Models • Datasets B Spaces • Buckets Pricing SaaSFrame SaaSFrame Authentication Settings Profile Account Authentication Organizations Billing Downloads Repositories Access Tokens SSH and GPG Keys Inference Providers Webhooks Papers Notifications Jobs Hardware Local Apps Gated Repositories Content Preferences Connected Apps MCP Theme Upgrade to D PRO Two-Factor Authentication Add an extra identity check at sign-in. Use a trusted app or extension such as Google Authenticator, 1Password, Authy, or Microsoft Authenticator to create your single-use passwords. Add Two-Factor Authentication NEW CI/CD Access Allow CI/CD workflows (GitHub Actions, GitLab CI, etc.) to read gated repos and use your account's rate limits — without storing long-lived tokens as CI secrets. Workflows receive short-lived tokens scoped to your account; they can't write to repos or read your private repos. You can optionally allow them to call Inference Providers. Learn more These tokens are read-only. To push to a repo from CI/CD, configure a trusted publisher in that repo's settings instead. No CI/CD identities configured Add CI/CD identity • System theme TOS Privacy About Careers Models Datasets Spaces Pricing Docs

Settings

Product

Hugging Face Q Search models, datasets, users... • Models • Datasets B Spaces • Buckets L Docs Pricing == O SaaSFrame SaaSFrame Profile Account Authentication Organizations Billing Downloads Repositories Access Tokens SSH and GPG Keys Inference Providers Webhooks Papers Notifications Jobs Hardware Local Apps Gated Repositories Content Preferences Connected Apps MCP Theme Upgrade to D PRO NEW Account Settings Username SaaSFrame Save changes Password Enter new password Confirm your new password Confirm new password Save changes Emails Your primary email is used to communicate with you and to authenticate on hf.co. Additional emails help you join organizations and identify git commits you make. [email protected] PRIMARY VERIFIED Add an email • Kernel Publishing Request access to start publishing kernel repositories. We recommend requesting access from your organization's settings for better visibility and trust. Request access Delete your account Delete your HF account permanently, this action is irreversible. All your repositories (models, datasets, & Spaces) will be deleted. Delete my account • System theme TOS Privacy About Careers Models Datasets Spaces Pricing Docs

Settings

Product

Hugging Face Q Search models, datasets, users... • Models Datasets B Spaces • Buckets L Docs Pricing == O SaaSFrame SaaSFrame Profile Settings Full name SaaSFrame Profile Account Authentication Organizations Billing Downloads Repositories Access Tokens SSH and GPG Keys Inference Providers Webhooks Papers Notifications Jobs Hardware Local Apps Gated Repositories Content Preferences Connected Apps MCP Theme Upgrade to D PRO Avatar (optional) Upload file Remove Homepage (optional) https://www.saasframe.io/ NEW Al & ML interests (optional) Al & ML interests • GitHub username (optional) GitHub username X Twitter username (optional) Twitter account in LinkedIn profile (optional) LinkedIn profile У Bluesky username (optional) Bluesky account Save changes

Settings

Product

* Hugging Face Q Search models. datasets. users... • SaaSFrame/SaaSFrame • V Like 0 # License: bigcode-openrail-m • Model card = tues and versions " xet • community • Models - Datasets e Spaces • Buckets new _ DOCS Pricing == O • Settings cat bucket NeW Public • Mode Access control This model is currently public . Anyone on the internet can see this model. Only you can commit. Storage Usage Large File storage Used Storage overview List Large Files = Rename or transfer this model G All links to this model will automatically redirect to the new location, including git operations. However, to avoid confusion, we recommend updating any existing local clones to point to the new repository URL. To do so, you can use the following command: git remote set-url origin {NEW_URL} New owner new name SaaSFrame v/ New model name understand. move this model Enable Access requests Access requests are currently disabled forthis model. When enabled, users must share their contact information (email and username) and agree to your terms and conditions (if any) in order to access this model. You can download the list of users who have accepted and had access at any time. @ Community contributions Discussions and Pull Requests are currently enabled for this model. Members of the community can propose changes to this repository. Detault sorting in the community lab: Recently created Trusted Publishers Allow CI/CD workflows to push to this repo without long-lived tokens. Disable Discussions and PRs No trusted publishers configured Ado trusted dubusner Webhooks o defined in user settings Digital Object Identifier (DOI) O Generate a Digital Object Identifier for this model. This action cannot be undone. It will no longer be possible to delete, rename, transfer, or change the visibility to private. * Xet storage Xet is HF Hub's new storage technology, offering up to 10x greater performance compared to Git LFS. Xet is currently enabled . Delete this model including weights. Please type SaaSFrame/SaaSFrame to confirm. This action cannot be undone. This will permanently delete the SaaSFrame/SaaSFrame model repository and all its files, I understand, delete this model * Total downloads O (all time) Generate DOI • System theme TOS Privacy About Careers Models Datasets Spaces Pricing Docs

Add & Edit

Product

Hugging Face Q Search models, datasets, users... • Models • Datasets 8 Spaces • Buckets new _ Docs Pricing = • SaaSFrame / SaaSFrame O I License: bigcode-openrail-m • Like New Pull Request There are 2 ways to open a pull request on a Hugging Face repository • Model card › E Files and versions → Copy to bucket NEW From the website simple 19 New discussion 8% New pull request View closed (0) Tv Sort: Recently created For single file contributions: find the file you want to edit in the Files and versions tab then use the Q Contribute button from the file view. Explore files and use the website Ul to contribute Resources • PR & discussions documentation @ Code of Conduct @ Hub documentation On your machine advanced Pull request title For multiple files contributions: create a PR branch with a title then do your modifications locally. Read more in the docs. Create PR branch • System theme TOS Privacy About Careers Models Datasets Spaces Pricing Docs

Add & Edit

Product

§ Hugging Face Q Search models, datasets, users... • Models Datasets B Spaces • Buckets Pricing == O • SaaSFrame/SaaSFrame O III License: bigcode-openrail-m • Like • Model card • E Files and versions °X xet Community * Settings → Copy to bucket NEW New discussion About discussion Start discussing with the repository author(s) and the community. Resources @ Announcement blog post @ PR & discussions documentation @ Hub documentation Title Title Description Edit Preview Add a description • Upload images, audio, and videos by dragging in the text input, pasting, or clicking here. Create discussion Cancel • System theme TOS Privacy About Careers Models Datasets Spaces Pricing Docs

Empty State

Product

§ Hugging Face Q Search models, datasets, users... • Models • Datasets B Spaces • Buckets NEW Docs Pricing • SaaSFrame/SaaSFrame D III License: bigcode-openrail-m • Like • Model card *E Files and versions °X xet © Community & settings → Copy to bucket 9 New discussion 8% New pull request All Discussions Pull requests Filter by title • Watch all activity View closed (0) TV Sort: Recently created Resources @ PR & discussions documentation @ Code of Conduct @ Hub documentation Welcome to the community The community tab is the place to discuss and collaborate with the HF community! • System theme TOS Privacy About Careers Models Datasets Spaces Pricing Docs

Settings

Product

Hugging Face Q Search models, datasets, users... • Like 0 • Models Datasets B Spaces Buckets L Docs Pricing == O • SaaSFrame/ SaaSFrame O • License: bigcode-openrail-m • Model card •E Files and versions xxet Community * Settings → Copy to bucket NEW SaaSFrame/ README.md Metadata UI A • license BigCode Open RAIL-M v1 x • language + Add Languages • base_model + Add Base Model • pipeline_tag Auto-detected tags + Add Tags Edit Preview NEW Import model card template 1 v 2 license: bigcode-openrail-m --- 4 • datasets i metrics new_version library_name Eval Results + Add Datasets + Add Metrics + Add New Version + Add Library View doc • .o. Commit directly to the main branch • % Open as a pull request to the main branch Commit changes Update README.md Edit Preview Add an extended description... • Upload images, audio, and videos by dragging in the text input, pasting, or clicking here. Commit changes to main Cancel

Details

Product

Hugging Face Q Search models, datasets, users... • Models • Datasets • Spaces • Buckets Docs Pricing • SaaSFrame/SaaSFrame O • Like III License: bigcode-openrail-m • Model card ›E Files and versions °X xet Community * Settings → Copy to bucket NEW • Edit model card Getting started with your model Downloads last month Downloads are not tracked for this model. How to track O Complete model information Add metadata and complete your model card to make your model more discoverable. Edit Model Card Metadata Ul O license + Add License • language 1 Add Languages • base_model + Add Base Model • pipeline_tag Auto-detected Push your model files Upload your model weights to this repository. CLI Python • Git HTTPS SSH # Install the Hugging Face CLI brew install hf # (optional) Login with your Hugging Face credentials hf auth login # Push your model files hf upload SaaSFrame/SaaSFrame. You can also upload directly from the website using the File Uploader. * Inference Providers NEW This model isn't deployed by any Inference Provider. Ask for provider support Preparing a significant release? Consult our guide to improve your model page and extend its impact and reach. • System theme TOS Privacy About Careers Models Datasets Spaces Pricing Docs

Add & Edit

Product

Hugging Face Q Search models, datasets, users... • Models Datasets B Spaces • Buckets L Docs Pricing == O Create a new model repository A repository contains all model files, including the revision history. Owner SaaSFrame V Model name New Model name License License @ Base template v ° H | Public Anyone on the internet can see this Model. Only you can commit. • A | Private Only you can see and commit to this Model. • Tip: Install the official HF CLI Skill so your Al agents can manage Models directly. Once your Model is created, you can upload your files using the web interface or git. Create Model

Details

Product

Hugging Face Q Search models, datasets, users... • Models Datasets B Spaces • Buckets Pricing Buckets 1 SaaSFrame/SaaSFrame 0 Bytes SaaSFrame SaaSFrame + New B Spaces 1 (Q Running SaaSFrame 4 Edit profile Settings • SaaSFrame 2 minutes ago • https://www.saasframe.io/ 2 AI & ML interests None yet • Models 1 O SaaSFrame/SaaSFrame Updated 7 minutes ago • Recent Activity Published a bucket 1 minute ago SaaSFrame/SaaSFrame Published a Space 2 minutes ago SaaSFrame/SaaSFrame Published a dataset 2 minutes ago SaaSFrame/SaaSFrame View all activity Datasets 1 • SaaSFrame/SaaSFrame Updated 2 minutes ago Organizations None yet • System theme TOS Privacy About Careers Models Datasets Spaces Pricing Docs

Features Page

Marketing

i Hugging Face Search models, datasets, users... # Models Datasets Spaces ® Buckets new (1) Docs Pricing v= Hugging Face Storage Buckets Store models, datasets, and artifacts with simple per-TB pricing. Built-in CDN, Xet deduplication, and no git overhead. > Create a Bucket Get a Storage package Trusted by more B G than 10,000 A! teams Storage Storage built for Al teams Store models, datasets, and artifacts with simple per-TB pricing. Xet deduplication. Included CDN. No git overhead. v_ Per-TB pricing with built-in CDN and deduplication speedups. v constraints: commit-free sync and fast object updates. v__ Designed for ML workflows: datasets, checkpoints, model artifacts. Xet Technology Next-gen large- scale storage for Al Xet uses content-defined chunking to break files into byte-level chunks and deduplicates across your entire bucket. When you retrain a model and only 5% of weights change, only that 5% is re-uploaded. v Raw + processed dataset: stored once, billed once* vy data per upload, verified with real-world workloads *Requires Enterpris erprise Plus plan Pricing Transparent, volume- based pricing Simple per-TB pricing that scales with usage. Egress and CDN are included at no extra cost. AWS $3 $23 Backblaze Overdrive $15 HF Hub $8-12 Data Storage Assemble training data at any scale Pour raw data from every source into a single bucket: crawls, annotations, synthetic outputs, partner datasets. No git overhead, no commit queues, no file-count limits. When training begins, your data is already there, streamed to GPUs via the included CDN. v Immediate availability on upload, no queued commits v_ Batch API processes thousands of files in a single call Raw+ processed datasets with dedup = no double billing* *Requires Enterp nterprise Plus plan Compute Agnostic Your data, independent of your compute Your data lives in one neutral home, not inside a single cloud. Point training and inference at whichever provider has capacity or the best price, and switch without re-uploading petabytes or paying egress to leave. v_ Train on AWS, GCP, Nebius, or your own cluster from one bucket eco terminal - bash # Create a storage bucket $ hf buckets create acme-corp/training-data v Bucket created: hf://buckets/acme-corp/training-data v Visibility: private - Region: us-east-1 i Sync training data to the bucket $ hf sync ./checkpoints/ hf://buckets/acme-corp/training-data Scanning local files... 12,847 files (2.4 TB) Xet dedup: 62% deduplicated : uploading 912 GB (saved 1.5 TB) 78% 714/912 GB - 2.1 GB/s - ETA 1m 34s TRADITIONAL $3 UPLOAD 8 / 8 chunks uploaded XET UPLOAD 1 / 8 chunks uploaded Gray = already stored - Purple = only the changed chunk Base SOTB+ 20% off $12 /TB/mo $10 /TB/mo Public repositories Public repositories $18 /TB/mo $16 /TB/mo Private re ries Private re 200TB+ 25% off 500TB+ 33% off $9 /TB/mo $8 /TB/mo Public repositories Public repositories $14 /TB/mo $12 /TB/mo Private repositories Private repositories crawl-2026-jan/ synced 48 TB -2.1M files > annotations-v3/ synced 12 TB - 890K files ry synthetic-pairs/ ome 75% 6 TB - 340K files Xet dedup: 66 TB stored > billed for 41 TB* Your buckets one copy hf://buckets/acme - 240 TB aws fay Nebius AWS GcP CoreWeave Lambda Your cluster price, and switcn without re-uptoading petabytes or paying egress to leave. v_ Train on AWS, GCP, Nebius, or your own cluster from one bucket v Never locked to one provider's prices or capacity CDN keeps data next to your GPUs, wherever they run CDN Built-in CDN for blazing fast access Every bucket includes a CDN. Warm localized cache close to where you compute for ultra fast streaming and downloads. Egress is included up to a generous 8:1 ratio of your total storage. v_ Pre-warm cache in any cloud region you need v Our CDN is deployed inside GCP and AWS networks v Egress included up to 8:1 your storage & More providers coming soon Coding Agents Give your coding agents persistent storage Coding agents run in ephemeral environments, but their outputs shouldn't vanish. Checkpoints, benchmark results, generated datasets: one hf sync command in your agent's bash tool is all it takes. v_ Pre-warmed CDN and no git overhead for fast reads and writes v_ Persist artifacts across ephemeral Cl runs and terminal sessions v Install the official HF CLI skill and your agent knows every command 4 AES-256 Encryption Enterprise-grade security at every layer End-to-end encryption at rest and in transit Full visibility into every access event Nebius AWS GcP CoreWeave Lambda Your cluster EU-WEST eco terminal - bash # Agent creates a bucket and syncs experiment outputs @ Bash(hf buckets create training-artifacts-v2) Bucket created: hf://buckets/acme/training-artifacts-v2 @ Bash(hf buckets sync ./experiment_outputs/ hf: //buckets/acme/training-artifacts-v2) L sync plan: ./experiment_outputs/ + hf://buckets/acme/training- artifacts-v2 Uploads: 16 Downloads: 0 @ All done. Bucket acme/training-artifacts-v2 synced (14.3 GB total): - 3 checkpoints (model.safetensors, optimizer.pt, - 6 parquet shards (data/train/ and data/eval/) - 1 training log Bucket is live at hf://buckets/acme/training-artifacts-v2 ° ag 8 SSO & RBAC US & EU Regions Enterprise SSO with role-based access control Choose where your data lives Get started with HF Storage Buckets Start with buckets, sync your Al data, and unlock object storage built for ML workflows. Create a Bucket Get started for free with your first bucket @ system theme Website Models Datasets Spaces Changelog Inference Endpoints HuggingChat @ Get a Storage package Enterprise Simple per-TB pricing that scales with you Dedicated governance and shared quotas at scale Company Resources Social About Learn GitHub Brand assets Documentation Twitter Terms of service Blog LinkedIn Privacy Forum Discord Careers Service Status Press Speed test

Playground

Product

, Spaces @ victor/MiniCPM5-2B-WebGPU-Pi • • Like 84 • Running • App ›= Files Community 2 • WebGPU Idle MiniCPM5-2B 4-bit Load model п Pi browser workspace Ask Pi to work with your files. / load /help ! ls load MiniCPM show commands run a workspace command Workspace README. md {} products.json sales. csv + File Import Export Save / /workspace/README.md # Browser workspace Your files are saved in this browser. Ask me to calculate our total sales. 7 Shell /workspace Ready in your workspace Try ls -la or cat README.md. just-bash Clear Files and chat are saved on this device. /workspace • MiniCPM5-2B • 0/8,192 context • 8,192 free New chat Pi TUI • xterm.js + Newline Send 1 Model and tools run in your browser $ Enter a shell commano... Enter to run • Shift+Enter for newline Bash, text tools, and a virtual filesystem. Node.js, Python, and network commands are unavailable. Run TV history

Dashboard

Product

Hugging Face Q, Search models, datasets, users... •B Spaces The Al App Directory *4, Ask anything you want to do with Al Reachy Image Generation Video Generation • Spaces of the week 21 Sep 2026 Running on *ZERO Agents O147 YuE2-3B Music Generator J Generate songs and covers from style prompts and lyrics. O mrfakename 3 days ago Running on ZERO Agents • • 96 Auk 9 Unified speech generation and editing with Auk - tencent 11 days ago 'E All running apps, trending first Running on & ZERO @ Agents ° 557 MiniMax H3 Turbo LoRA ≥ Video generation with a synchronized soundtrack 15 Pepe104 Aug 16 Running on ZERO Agents • 147 YuE2-3B Music Generator J Generate songs and covers from style prompts and lyrics. • mrfakename 3 days ago Running on & ZERO ® MCP ° 263 QIE-2511 Rapid-AIO LoRAs Fast (Experimental) Demo of the Collection of Qwen Image Edit LORAS • aet256 May 19 Running on CPU UPGRADE © 2.67k Omni Image Editor Image edit, text to image, image upscale, remove watermark • selfit-camera Aug 20 Running on & ZERO © 3.14k Wan2.2 14B Preview o generate a video from an image with a text prompt • 13gm about 1 month ago Running on & ZERO * Agents 0 96 Auk 9 Unified speech generation and editing with Auk - tencent 11 days ago Text Generation Language Translation Running • Featured • 84 MiniCPM5-2B WebGPU Pi A coding agent running entirely in your browser @ victor 5 days ago Running • Featured 65 How to turn a game into an RL environment From an idea to a trained 4B, with the dead ends left in © HuggingEnvs 12 days ago • System theme TOS Privacy Running on So ZERO O 272 Wan2.2 14B Fast Preview [NEW] Y Generate animated video from an image • observantdistressed 24 days ago Running • 93 Ternary Bonsai 2 WebGPU Kernels Run Ternary-Bonsai-2-27B locally in your browser on WebGPU * webml-community 4 days ago Running on go ZERO * Agents 0 85 Laya Demo Fast System 1 decisions with calibrated probabilities @ convaiinnovations 2 days ago Running on So ZERO (• © 3.57k Wan2.2 14B Fast generate a video from an image with a text prompt 8* zerogpu-aoti 27 days ago Running on & ZERO @Agents • 0 96 Marigold V2 * Depth, surface normals, and albedo from a single image 3 toshas 9 days ago Running 0 75 No-Code Workflow il Create interactive flowcharts and diagrams online • xingyuanzhao Jun 2 < Previous About Careers • Models • Datasets ฿ Spaces Buckets NEW M Docs Pricing + New Space + Get PRO • Learn more Speech Synthesis 3D Modeling Music Generation Filter by name Running * Agents • Featured ) © 103 StepAudio 3 Music Studio F Create songs, arrange vocals, and remix music with StepFun * stepfun-ai 5 days ago Running • Featured 79 A Hitchhiker's Guide to the 3D Ecosystem An interactive guide to 3D representations. • suvadityamuk 11 days ago Running on & ZERO O 457 Qwen-Image-Edit- 2511-LoRAs-Fast Demo of the Collection of Qwen Image Edit LORAS 50 kulkas2pintu 5 days ago Running on g ZERO'? MCF • 107 Wan2.2 14B Preview o generate a video from an image with a text prompt CO kulkas2pintu 29 days ago Running reatured 1 0 84 MiniCPM5-2B WebGPU Pi A coding agent running entirely in your browser @ victor 5 days ago Running on & ZERO Agents 0 90 minimax h3 turbo + lora's » Video generation with a synchronized soundtrack GO observantdistressed about 10 hours ago Running • 102 HF Viewer • Model Architecture Explorer Interactive architecture graph for any HF model about 13 hours ago kunning 0 59 Flow Matching for Image Generation Visualize how noise transforms into images with flow matching & ariG23498 8 days ago 100 Next > Models Datasets Object Detection Text Analysis lillage 8 Filters (0) TV Sort: Relevance Running on & ZERO Agents • 0 96 Marigold V2 Depth, surface normals, and albedo from a single image 3 toshas 9 days ago Running • Featured 39 Join the Agent Swarm 4 Collaborative, lossless enwik& compression research • agent-collaborations 6 days ago 1,478,093 Spaces Running O 142 Al Notes Source-grounded Al notes with citations (open source). @ Lynote 6 days ago Running * Agents ( Featured 103 StepAudio 3 Music Studio M Create songs, arrange vocals, and remix music with StepFun • stepfun-ai 5 days ago Running Jev Reproductions Tracker Open reproductions of TypeSafe's Jev, all in one OLaCE ® multimodalart about 5 hours ago Running Agents 0 69 Qwen-Image-2.1 Generate or edit images from text prompts • Quen about 5 hours ago Running • Featured • 569 Microduck Sandbox Display a bold title with a playful button on a landing page O pollen-robotics 11 days ago Running • Featured 147 Fruit Fly Simulation Simulate a fruit fly in your browser using WebGPU kernels X Xenova 14 days ago Spaces Pricing Docs

Details

Product

, nugging race A searen models, datasets, users. models vatasers a spaces e buckets New a vs Pricing s • Datasets: ® wikimedia wikipedia • • Like 1.49k | | Follow @ Wikimedia 550 Tasks: 0 Text Generation Fill-Mask Modalities: Text Formats: • parquet Sub-tasks: language-modelingmasked-language-modeling Languages: © Abkhaz @ Achinese | @ Adyghe +319 Size: Size: 10M-100M| Libraries: @ Datasets | i Dask | * Polars +1 License: (# cc-by-sa-3.0)(# gfd • Dataset card @ Data Studio = Files and versions xxet • Community 75 &: Dataset Viewer • Duplicate → Copy to bucket NEW train 6.15k row 258,176 string. Length tps://ab. wikipedia.02g/wik1/8008908028953038998D https: //ab.wjkśpedia.07g/w2k1/&D08938D0XB0S008B33D DESO 148302%40. 078/2/809 380389900BAD Dataset Card for Wikimedia Wikipedia Dataset Summary Wikipedia dataset containing cleaned articles of all languages The dataset is built trom the Wikipedia dumps (https://dumps.wikimedia.org () with one subset per language, each containing a single train spln Each example contains the content of one full Wikipedia article with cleaning to strip markdown and unwanted sections (references, etc.)] All language subsets have already been processed for recent dump, and you can load them per date and language this way. from datasets import load datase ds = load dataset"wikimedia/wikipedia", "20231101.en")| Data Visualization Click the Nomic Atlas map below to visualize the 6.4 million samples in the 20231101. en split. dumps.wikimedia.org Repository Point of Contact: 61,614,90 • Models trained or tine-tuned on wikimedia/wik1 - deepvk/USER2-basc • neuralcrew/neutrino-instruct - deepvk/USER2-Small 92 Sentence Similarity . : 344M , , 1179k, 4, 0 • jangedoo/all-MiniLM-L6-v2-nepal; @ sz14/cRia-LM-75M tion . .: 75.7M - Uod... • ¿ 6.78k • • g Browse 553 models trained on this datase • Spaces using wikimedia/wikipedia 2 • INSAIT-Institute/mamavlm-vl-blog • sanderland/claude-tokenize amoughnieh/rag-wikipedia + 16 Spaces Supported Tasks and Leaderboards The dataset is generally used for Language Modeling Languages You can find the list of languages here: https://meta.wikimedia.org/wiki/List of Wikipedias Datacot Structure hancaneed An example looks as follows; "'id: "1. 'text': 'Anril is the fourth month.._' Data Fields The data fields are the same among all configurations • url (str): URL of the article title (str): Title of the article. taxt (ctr). Teyt content of the article Data Splits All configurations contain a single train solit Dataset Creation Curation Rationale [More Information Neededl Comes nata Initial Data Colloction and Normalitation Tha datacot is built from the Wikinodia dumne htnelldumne wikimedia oral You can find the full list of languages and dates here: https://dumps.wikimedia.org/backup-index.htm When uploading the data files for the 20231101 dump, we noticed that the Wikimedia Dumps website does not contain this date dump for the "bbc", "dga", nor "gh" Wikipedias. We have reported the issue to the Wikimedia Phabricator httne•|Inhahricator wikimedia oro /T251761 Who are the source language producers? Annotation nrocese [More Information Needed Who are the annotators? 'More Information Neododl Personal and Sensitive Information [More Information Needed Considerations for Using the Data Social Imnact of Dataset [More Information Noododl Discussion of Biases [More Information Needed Othar Known limitationd [More Information Needed Additional Information Dataset Curators [More Information Neededl liconcina Information Copyright licensing information: https://dumps.wikimedia.org/legal.html All original teytual content is licensed under the GNU Free Documentation license (GEDI ) and the Creative Commons Atribution-Share-Alike 3.0 License. Some text may be available only under the Creative Commons license: see their Terms of Use for details. Text written by some authors may be released under additional licenses or into the public domain. Citation Informatior @ONLINE{wikidump @ Sustem theme TOs Privacy About Career Models Spaces Pricing

Table

Product

® Hugging Face Q Search models, datasets, users... • Models • Datasets • Spaces • Buckets NEW M Docs Pricing v= Main Tasks Libraries Languages Licenses Other Modalities • 3D Audio Document Geospatial Image Tabular Text Time-series • Video Size (rows) < 1K > 1T Format f.) json == CSV a parquet # optimized-parquet • imagefolder soundfolder webdataset = text » arrow Type Benchmark Traces RL Environment Datasets 1,056,961 Filter by name • secemp9/arxiv-complete • Viewer • Updated 1 day ago • • 128M • * 1.99k • • 296 • Yootta/World-SimReady-Home Updated 1 day ago • $ 11.5k • 0 55 • markov-ai/cad-1000-hours • Preview • Updated 4 days ago • * 155k • $ 495 • malcolmrey/various • Viewer • Updated about 2 hour... • • 33 • ¿ 56.5k • © 227| • nyu-mll/glue • Viewer • Updated Jan 30, 2... • E 1.49M • 4 853k • © 1.08k • HuggingFaceFW/fineweb • Viewer • Updated Jul 11,20... • • 52.5B • ¿ 399k • • 3.36k • ILSVRC/imagenet-1k • Viewer • Updated Sep 17, 2025 • • 1.43M • ≤ 82.2k • © 962 • ikala/tmmluplus • Viewer • Updated 13 days ago • • 22.2k • $ 9.58k • • 184 • FlyRank/internship-warehouse • Viewer • Updated Jul 7 • • 81.8M • $ 13.4k • ° 664 • Anthropic/hh-rlhf • Viewer • Updated May 26, 2... • • 169k • ¿ 37.9k • © 2.09k = IFM/TxT360-v2 • Viewer • Updated 18 days ago • • 1.84B • ¿ 21k • © 69 • DeepMostInnovations/saas-sales-conversa.. • Viewer • Updated May 12, 2025 • • 100k • ¿ 604 - • 32 • venvoo/china-a-share-12-leve12-limit-or.. Updated 4 days ago • * 11.9k • • 79 • IFM/Code-Reasoning • Viewer • Updated 19 days ago • • 452M • $ 40.3k • • 67 • 1msys/1msys-chat-1m • Viewer • Updated Jul 27, 2024 • • 1M • · 5.99k • • 1.02k| ‹ Previous Full-text search Tv Sort: Trending • openbmb/UltraData-SFT-Agent-2609 • Viewer • Updated 15 days ago • • 240k • × 18.3k • • 206 • MoreThought/Fable-5.1-Max-Reasoning-Fil... • Viewer • Updated 5 days ago • • 5k • 4 1.69k • ° 89 • wikimedia/wikipedia • Viewer • Updated Jan 9, 2024 • = 61.6M • ¿ 258k • © 1.49k zgcagi/ZGCM-1-Data • Viewer • Updated 3 days ago • • 5.44B • & 16.6k • © 40 openbmb/UltraData-Code • Viewer • Updated 14 days ago • E 348M • ¼ 27.5k • $ 152 • openbmb/UltraData-RL-2609 Updated 14 days ago • $ 14.3k • ° 158 • OpenDataArena/Spark-234K • Viewer • Updated 15 days ago • • 234k • $ 2.12k - 0 48 openai/gsm8k 2 Benchmark • Updated Ma... • • 17.6k • * 1.22M • O 1.66k| • nvidia/OpenH-RF Updated 3 days ago • $ 1.91k • © 30 • nvidia/PhysicalAI-Autonomous-Vehicles Updated 9 days ago • 4 205k • © 1.06k stanfordnlp/imdb • Viewer • Updated Jan 4, 2024 • • 100k • ¿ 203k • & 1.02k • echel0nn1881/kimi-cyber-reasoning • Viewer • Updated 18 days ago • E 997 • 4 2.22k • 0 78 saidutta69/fable-5-premium • Viewer • Updated 8 days ago • • 12.7k • & 12.4k • © 125 gaia-benchmark/GAIA • Viewer • Updated Oct 28, 2025 • E 932 • ¼ 9.26k • 0 839 TheAgenticDataCompany/open-yap-1k • Viewer • Updated 15 days ago • • 16 • 4 4.61k • © 98 2 3 ... 100 Next > • System theme TOS Privacy About Careers Models Datasets Spaces Pricing Docs

Details

Product

& Hugging Face Q Search models, datasets, users... • Models • Datasets 8 Spaces • Buckets NEW Docs Pricing v= • Comfy-Org/Qwen-Image-2.1• • Like 357 Follow • Comfy Org 13.7k| Diffusion Single File comfyui I License: qwen-research • Model card ›E Files and versions xet 3 Community 7 = Qwen-Image 2.1 Repackaged model files for ComfyUl. Original model repository: https://huggingface.co/Qwen/Qwen-lmage-2.1 Place the files in the following folders: • ComfyUI/ L • models/ — • diffusion_models/ 1 qwen_image_2.1_bf16.safetensors 1 L qwen_image_2.1_int8_convrot.safetensors — • text_encoders/ | qwen3v1_8b_bf16.safetensors | - qwen3v1_8b_int8_convrot.safetensors | L qwen3v1_8b_w4a8.safetensors L • vae/ - qwen_image_2.1_vae_bf16.safetensors Workflow: • Text-to-image: https://github.com/Comfy= Org/workflow templates/blob/main/templates/image_qwen image 2 1 tijs on • Image Edit: https://github.com/Comfy= Org/workflow templates/blob/main/templates/image_qwen image 2 1 imag e edit.json : 7 Deploy v → Copy to bucket NEW • Use this model Downloads last month 120 N * Inference Providers New This model isn't deployed by any Inference Provider. Ask for provider support *: Model tree for Comfy-Org/Qwen-Image-2.1 @ Base model Qwen/Qwen- Image-2.1 • Finetuned (15) this model Finetunes 1 model Quantizations 1 model • Spaces using Comfy-0rg/Qwen-Image-2.1 8 ® directedbykobyperez/Qwen-Image-2.1-Create E RiShiina/ImageGen @ baka999/qwen-image-2.1 @ oookto/qwen21-comfyui-spaces • fluxjhk/krea2-pool-2| @ abdullahceylan/qwen-image-2.1 • jickman125/Qwen-Image-2.1-Create luthkyndir/Qwen-Image-2.1-Create • System theme TOS Privacy About Careers Models Datasets Spaces Pricing Docs

Table

Product

Hugging Face Q. Search models, datasets, users... • Models • Datasets 88 Spaces • Buckets New M Docs Pricing Tasks Libraries Languages Licenses Other Tasks Text Generation Any-to-Any image-lext-to-lext image-to-lext Image-to-Image Text-to-Image • rext-to-viaeo rext-to-speech + 44 parameters > 500B Libraries • PyTorch FF TensorFlow = Transtormers • Dittusers Gg GGUF + 47 APPS V VLLM " llama.cpp • MLXLM • LM Studio f Ollama | Draw Ihings + 10 Inference Providers 9 Groq • Novita « Cerebras A Nscale • tal • logether Al sk hireworks + 11 Hardware it Add your hardware, Models 3,082,092 • Filter by name l prism-ml/Ternary-Bonsai-2-27B-gguf Fo Text Generation • .: 27B • Updated 4 days ago - 41.91M • O 1.61k • convaiinnovations/laya ¿* Text Classitication • .:: 0.4B • Updated 1 day ago • V 1.3/K 5 Qwen/Qwen- Image -2.1 Eg Text-to-Image • : 7B • Updated about 5 hours ago • & 183 • $ 1.09k • Base only 4: Interence Available Tv Sort: Trending Eg Text Generation • .:: 31B • Updated 3 days ago • ¿ 12.6k • • 974 • deepseek-ai/DeepSeek-V4.1-Flash Lo Image-lext-to-lext • .:: 763B • Updated 11 days ago • &49(k • 4 • V 3.4/k 5 Qwen/Qwen3.8-27B E Image-Text-to-Text • : 28B • Updated Aug 14 • $7.15M • 4 - S 15.9k * ISTA-DASLab/Qwen3.8-27B-GSQ-RCO-GGUF ® Image-Text-to-Text • .: 27B • Updated 19 days ago • L 1.29M - O 1.5k = m-a-p/YuE2- 3B to Text-to-Audio • .:: 4B • Updated 5 days ago • & 17.4K • V 933 * harshatheg/Owen-2.5-1B-RLCD g Text Generation • Updated 5 days ago • • 490 @ Lightricks/LTX-2.5 Ex Image-to-Video • Updated 20 days ago • L 1.63M • O 4.59k • ukisai/Swift-Qwen3.8-27b a Image-lext-to-lext • .: z8b • Updated 5 davs ago • v 11k • V 51/ @ AlexWortega/openjev 1 Text Classification • Updated about 12 hours ago • © 360 • Comfy-0rg/Qwen- Image-2.1 Updated about 17 hours ago • 4120 - 0 356 • unsloth/Qwen3.8-27B-GGUF .: 2IB • Updated Aug 20 • v, 1.04M • V 4.44K • DavidAU/Qwen3.8-27B-TURB0-Fable-Cold-Fusion-735-882-Heretic-Uncensored-NEO-CODER-MAX-M. a mae-Text-to-Text • . 27B • Undated 4 davs ago • v 1.3M • • 1.02k l prism-ml/Ternary-Bonsai-2-27B-m1x-2bit Fo Text Generation • .: 27B • Updated 4 days ago • 430k • 0 293 Qwen/Qwen3.8-Flash-Next ® Image-Text-to-Text • .: 180B • Updated 25 days ago • J 775k • 4 • • 5.52| • ukisai/Swift-Qwen3.8-27B-GGUF 9 mage-Text-to-Text • * 27B • Updated 5 davs ago • v 137k • • 337 = openbmb/MiniCPM5-2B To Text Generation • :: 3B • Updated 9 days ago • 4 421k • © 1.63k @ abenzerps/Qwen-Image-2.1-Uncensored -GGUF - lext-to-mage • .: /b • Updated about 1 nour ago • V 235 • MiniMaxAI/MiniMax-H3 in mace- ext-to-video • :: 33B • Ubdated Aug 13 • v4.05M • 4 {5.55| R TokenRhvthm/NeoHorse-1-9B g Text Generation • :: 9B • Updated 11 days ago • & 11.9k • ° 984 • internlm/Atria-Dawn-Preview .:: 753B • Updated 5 days ago • $ 895 • © 217 • TaichuAI/ZDTaichu5.o-9B Lo Image-lext-to-lext • .:: 10B • Updated 1 day ago • ≥ 3.75k • V 215 @ ISTA-DASLab/Qwen3.8-Flash-Next-GSQ-RCO-GGUF E Image-Text-to-Text • : 177B • Updated 3 days ago • & 43k - S 201 w warmbloodAban/Minimax-h3_Singularity E Image-to-Video • Updated 3 days ago • ≥ 243k • • 583 & Altworld/Hemmingway -1 " lext Generation • . ZIB • Updated about 19 hours ago • V 186 - netease-youdao/Confucius4-R2T2 & Automatic Speech Recognition • : 2B • Updated 4 days ago • 4643 - 0 185 • dealonal beensee-ve--lash-UNCENSUReD-rro ® Image-Text-to-Text • : 763B • Updated 10 days ago • J 34.7k - 8 327 2 zai-org/GLM-5.3-Flash lo Image-lext-to-lext • .: 321B • Updated 14 days ago • * 3.3IM • 4 • V 2.5k < Previous 1 2 3 .... 100 Next > • System theme TOS Privacy About Careers Models Datasets Spaces Pricing Docs

Playground

Product

Hugging Face Q Search models, datasets, users... • Models • Datasets ® Spaces • Buckets new _ Docs Pricing v= Hugging Face is way more fun with friends and colleagues! Join an organization Dismiss this message + New SaaSFrame Welcome to Hugging Face! Profile • Inbox (0) • Jobs (0) * Settings $ Billing • Get PRO Organizations + Create New Resources • Getting Started @ Documentation @ Forum @ Tasks • Learn • Light theme Following 0v Models Datasets Spaces Buckets Papers Collections Community Posts Upvotes Likes Articles NEW Follow your favorite Al creators • Refresh List × » litert-community • Tiny models, powerful performance, everywhere Follow ) nunchaku-tech • Optimized generative Al for vision tasks Follow & Tongyi-MAl • Fast diffusion transformers for image generation Follow W Trending last 7 days (All Models Datasets Spaces l prism-ml/Ternary-Bonsai-2-27B-gguf Fy Text Generation • .:: 27B • Up... • ¼ 1.91M • O 1.61k • convaiinnovations/laya • Text Classification • .: O.4B • Updated 1 d... • • 1.37k = Qwen/Qwen-Image-2.1 Ip Text-to-Image • .:: 7B • Updated... • / 183 • • 1.09k • XingChen-AGI/Xing4.0-29B-A4B Eg Text Generation • :: 31B • Updat... • ¿ 12.6k • • 974 secemp9/arxiv-complete • Viewer • Updated 1 da... • • 128M • · 1.99k • • 296 MiniMax H3 Turbo LoRA ≥ Video generation with a synchronized soundtrack • 557 Wan2.2 14B Fast Preview [NEW] ‹Y Generate animated video from an image ~ 272 Qwen-Image-Edit-2511-LoRAs-Fast © Demo of the Collection of Qwen Image Edit LoRAs • 457 openbmb/UltraData-SFT-Agent-2609 • Viewer • Updated 15 da... • • 240k • ¿ 18.3k • C 206 • Yootta/World-SimReady-Home Updated 1 day ago • * 11.5k • 8 55 MoreThought/Fable-5.1-Max-Reasoning-Fi... • Viewer • Updated 5 days ago • • 5k • ₺ 1.69k • ° 89 Al Notes D Source-grounded Al notes with citations (open... • 142 • System theme TOS Privacy About Careers Models Datasets Spaces Pricing Docs

Search Modal

Product

, Hugging Face Q Search models, datasets, users... Welcome to Hugging Face Explorer App Builder Engineer • Models = Datasets BB Spaces • Buckets NEW M Docs Pricing vE Skip to feed → Researcher HF CLI One CLI for humans and agents HF Spaces The community Al apps directory Models Browse the largest Al models website Daily Papers Discover new Al research daily Open source libraries The ultimate open source toolbox for Al HuggingChat Chat with the latest open models Local Models Run models on your home computer Data Studio Explore a dataset with Al Tools Learn Take courses on NLP, Diffusion, agents and more LeRobot Build a smart robot in your garage Hardware See what hardware the community is running Posts Follow updates from the most active members Train a model Train your own model with Reinforcement Learning Inference Playground Play with different models and providers Dedicated Endpoints Deploy your own dedicated inference endpoint Image Generation Find the perfect LoRA for image generation Community Articles Read articles written by the community Tasks Browse all the tasks available on Hugging Face Leaderboard Compare Al models Discord Join the HF community Discord Collections Collect and group things together Smolagents Build awesome Al agents • System theme Brand Download Hugging Face brand assets TOS Privacy About Careers Models Datasets Spaces Pricing Docs

Success

Product

Hugging Face Q Search models, datasets, users... • Models • Datasets B Spaces • Buckets L Docs Pricing == O Email Verified! Your email has been successfully verified [email protected] has been verified You can now access all of Hugging Face's features. Continue to Hugging Face • System theme Website Models Datasets Spaces Changelog Inference Endpoints HuggingChat Company About Brand assets Terms of service Privacy Careers Press Resources Learn Documentation Blog Forum Service Status Speed test Social GitHub Twitter LinkedIn Discord

Verification

Product

Hugging Face Q Search models, datasets, users... • Models • Datasets B Spaces • Buckets L Docs Pricing == O Verify Your Email One last step to start using Hugging Face We've sent a verification email to: [email protected] Click the link in the email to continue. Don't see it? Check your spam folder. Resend Verification Email Entered the wrong address? Update your email • System theme Website Models Datasets Spaces Changelog Inference Endpoints HuggingChat Company About Brand assets Terms of service Privacy Careers Press Resources Learn Documentation Blog Forum Service Status Speed test Social GitHub Twitter LinkedIn Discord

Account Setup

Product

Hugging Face Q Search models, datasets, users... • Models • Datasets B Spaces • Buckets • Docs Pricing LogIn Sign Up Username Username Complete your profile One last step to join the community Full name Full name Avatar (optional) Upload file X Twitter username (optional) Twitter account • GitHub username (optional) GitHub username in LinkedIn profile (optional) LinkedIn profile Homepage (optional) Homepage Al & ML interests (optional) Al & ML interests ) I have read and agree with the Terms of Service and the Code of Conduct Create Account

Signup

Product

Hugging Face Q Search models, datasets, users... • Models • Datasets B8 Spaces • Buckets • Docs Pricing LogIn Sign Up Join Hugging Face Join the community of machine learners! Email Address Email Address Hint: Use your organization email to easily find and join your company/team org. Password Password Next Already have an account? Log in Unlock SSO with E Team & Enterprise

Pricing Page

Marketing

Search models, datasets, users... » Models Datasets Spaces ® Buckets new (1) Docs Pricing Login & Hugging Face Leveling up Al collaboration and compute. Give your personal account or your organization the most advanced platform to build Al. pro PRO Account Boost your personal HF experience $9 /month + v 10x private storage capacity public storage capacity Y inference credits Y 8x ZeroGPU quota and highest queue priority Y_ Host ZeroGPU, Gradio & Docker Spaces Dev Mode VY Personal blog publishing @ Team Most popular Instant setup for growing teams $20 /month per user Get Team (vi it card) SSO support (SAML & OIDC) Data location control with Storage Regions action reviews with Audit Logs access control via Resource Groups v_ Repository usage Analytics Advanced auth policies and repository visibility controls @ Enterprise Custom onboarding and enterprise features $50 /month per user Talk to sales All benefits from the Team plan Highest storage, bandwidth, and API rate limits Automated user management with SCIM provisioning Advanced security and access controls Managed billing with annual commitments Legal and Compliance processes Dedicated support Y Centralized token control and approvals Dataset Viewer for private datasets Vv Dataset Viewer for private datasets Y Show your support with a PRO badge Create Gradio & Docker Spaces, with advanced compute options + Allorganization members get ZeroGPU and Inference Providers PRO benefits Need support to adopt the HF Hub in your organization? View our # Enterprise Support. Storage Base 5OTB+ $12 $10 Public rie Public reposito Transparent, volume- ee based pricing $18 $16 Store your Al models, datasets, Spaces, and Buckets with simple per- TB pricing. Egress and CDN included at no extra cost. 200TB+ S5O0TB+ AWS $3 $23 $9 $8 Backblaze Overdrive Public repositories HF Hub ex $8-12 mo $14 $12 @ Private Need more than 500TB? Contact sales for custom pricing. Hub Explore, experiment, collaborate and build technology with Machine Learning The HF Hub is the central place to explore, experiment, collaborate and build technology with Machine Learning. Join the open source Machine Learning movement! Create with ML Packed with ML features, like model eval, dataset viewer and much more. Collaborate Play and learn Build your ML portfolio Git based and designed for collaboration atits core. Learn by experimenting and sharing with our awesome community. Share your work with the world and build your own ML profile. vas A Image Segmentation Fill-Ma: EMD discussions Pull requ ale 23 Automatic Speech Recognition * ¥ ur Omar Sanseviero 32 Sentence Similarity set to you onal Sa £9 Question Answering SS Tarn Chat Cle Ea Add evaluation results o Spaces Hardware On-demand GPU hardware. Starting at $0. Spaces are one of the most popular ways to share ML applications and demos with the world. Upgrade your Spaces with our selection of custom on-demand hardware. > Get started Spaces NAME cpu MEMORY ACCELERATOR VRAM HOURLY PRICE CPU Basic 2 vCPU 16 GB - - FREE CPU Upgrade 8 vCPU 32 GB - - $0.03 NAME CPU MEMORY ACCELERATOR VRAM HOURLY PRICE CPU Basic 2 vCPU 16 GB - - FREE CPU Upgrade 8 vCPU 32 GB - - $0.03 ZeroGPU dynamic dynamic Nvidia RTX Pro 6000 Blackwell up to 96 GB FREE & Nvidia T4 - small 4 vCPU 15 GB Nvidia T4 16 GB $0.40 @& Nvidia T4 - medium 8 vCPU 30 GB Nvidia T4 16 GB $0.60 @& 1x Nvidia L4 8 vCPU 30 GB Nvidia L4 24 GB $0.80 @& 4x Nvidia L4 48 vCPU 186 GB Nvidia L4 96 GB $3.80 @& 1x Nvidia L40S 8 vCPU 62 GB Nvidia L4 48 GB $1.80 @& 4x Nvidia L40S 48 vCPU 382 GB Nvidia L4 192 GB $8.30 @& 8x Nvidia L40S 192 vCPU 1534 GB Nvidia L4 384 GB $23.50 @& Nvidia A10G - small 4 vCPU 15 GB Nvidia A10G 24 GB $1.00 @& Nvidia A10G - large 12 vCPU 46 GB Nvidia A10G 24 GB $1.50 @& 2x Nvidia A10G - large 24 vCPU 92 GB Nvidia A10G 48 GB $3.00 @& 4x Nvidia A10G - large 48 vCPU 184 GB Nvidia A10G 96 GB $5.00 @& Nvidia A100 - large 12 vCPU 142 GB Nvidia A100 80 GB $2.50 @& 4x Nvidia A100 48 vCPU 568 GB Nvidia A100 320 GB $10.00 @& 8x Nvidia A100 96 vCPU 1136 GB Nvidia A100 640 GB $20.00 Custom on demand on demand on demand on demand on demand Building something cool as a side project? We also offer community GPU grants. Inference Endpoints Dedicated inference, starting at $0.033/hour. Deploy any ML model on dedicated and autoscaling infrastructure, right from the HF Hub. Secure, production-ready, with no cold starts. > Learn more cpu INSTANCES pu INSTANCES Intel Sapphire Rapids aws 1 2GB $0.03 NVIDIA T4 aws 1 14GB $0.50 2 4GB $0.07 4 56GB $3.00 4 8GB $0.13 NVIDIA L4 aws 1 24GB $0.80 8 16GB $0.27 4 96GB $3.80 16 32GB $0.54 NVIDIA L40S aws a 48GB $1.80 Intel Xeon azure 1 2GB $0.06 4 192GB $8.30 2 4GB $0.12 8 384GB $23.50 4 8GB $0.24 NVIDIA A100 aws 1 80GB $2.50 8 16GB $0.48 2 160GB $5.00 Intel Sapphire Rapids gcp 4 2GB $0.05 4 320GB $10.00 2 4GB $0.10 8 640GB $20.00 4 8GB $0.20 NVIDIA H100 aws 1 80GB $4.50 8 16GB $0.40 2 160GB $9.00 ‘ACCEL INSTANCES 4 320GB $18.00 Inf2 Neuron aws x1 14.5GB $0.75 8 640GB $36.00 x1-large 124GB $1.95 NVIDIA H200 aws 1 $5.00 x12 760GB $12.00 2 282GB $10.00 TPU v5e gcp 16GB $1.20 4 564GB $20.00 2x2 64GB $4.75 8 1128GB $40.00 2x4 128GB $9.50 NVIDIA B200 aws 1 179GB $9.25 2 358GB $18.50 4 716GB $37.00 8 1432GB $74.00 NVIDIA RTX PRO 6000 aws 1 96GB $2.75 2 192GB $5.50 4 384GB $11.00 8 768GB $22.00 a a J PRO Private storage Public storage Inference Providers Spaces 10x private storage 2x public storage 20x included Host your own ZeroGPU, Do more with capacity capacity inference credits Gradio & Docker Spaces . on compute Hugging Face PRO Upgrade your HF experience for $9/month. ZeroGPU Spaces Dev Mode Blog Dataset Viewer 8x ZeroGPU quota and Fast iterations via Personal blog for private datasets highest queue priority SSH/VS Code publishing + ‘PRO! Features Preview PRO Badge Get early access to upcoming features Show your support with a PRO badge @ System theme Website Company Resources Social GitHuh B System theme Website Models Datasets Spaces Changelog Inference Endpoints HuggingChat Company About Brand assets Terms of service Privacy Careers Press Resources Learn Documentation Blog Forum Service Status Speed test Social GitHub Twitter LinkedIn Discord

Blog Feed

Marketing

, Hugging Face u search models, datasets, users.. models - catasets spaces • Buckets NEv _ DOCS Pricing Log In Sign Up Community Blog & Articles + New Article le upen source collab rartnersnlos kesearch AUa10 ALTK-Evolve On-the-Job Learning for Al → NeoMME TRL A Liquid IFStruct Training a coding model to paint watercolours 200+ OPEN-SOURCE WEDUPU KERNELS FLEET • RATE YOUR GPU The Open ASR Leaderboard Adds Its First Global South Kranet Your Agent Aced the Task. Will It Do It Again? IN ibm-research A 102 September 15, 2026 L1m R1 Trl Async GRPO with LoRA across HF Jobs: a bucket, a proxy, and no NCCL &CEO aminediroHf, et. al. → 40 september 1o, coco Gradlo WOIKILOWS Automat1c1111 Rebuilding AUTOMATIC1111 with Gradio Workflow @ ysharma, abidlabs A 62 September 10, 2026 Safety for Whom? Refusing the Right Subset of a Topic, Not the Whole Topic A 30 September 8. 2026 NeoMME: an efficient Multimodal-native and Multilingual Encoder company Tean A 110 September 3, 2026 Guide munıty Fine-tuning a 350M Model for Better Structured Outputs in 100 GRPO Steps lamleonie, et. al • 129 september 3, <020 Give Your Coding Agents a Memory You Own • 119 september 3, zozo Grpo TIl Training a coding model to paint watercolours with TRL and OpenEnv • sergiopaniego • 70 september 3, 2026 BenchMIRT: What are LLM benchmarks actually measuring? * allenai E • 24 septemper 1, <oz0 Inference Introducing @huggingface/kernels: 200+ WebGPU Kernels for Local AI GO nico-martin, Xenova • 76 September 1, 2026 Audio Speech Leaderboard The Open ASR Leaderboard Adds Its First Global South Language +6 bezzam, et. al • 5/ August 28, 2026 NID Guide Community Training and Finetuning Multi-Vector Embedding Models with Sentence... @ tomaarsen ^ 142 August 26, 2026 @ Community Articles i Sort: Trending NEW Articles from T Team or E Enterprise organizations will get promoted to the main section What If the Adaptation Were a Model? ShadowPEFT in @ PEFT library • snadow-lim • o days aga EARED ShadowPET test #I @ PEFT IF • snadow-lim • b aays ago • • 16 Your Interence Server is Secretlv a Learner: Reef Infrastructure for Continual Self- • quao627 • 6 days ago • A 15 Openkouter Leaderboard: 425 Models bi Price, Measured Speed and Korean Quality IBM releases SOTA Granite Time Series PatchTST-FM-r2 model with commercial- triendly license m-research • 12 days ago • A 60 inside ine Jev ccosystem: 15 Answer Verifiers on One Test Set • mayatree • lady ago • a 1. your model already knows it's wrong. Asking costs 0.06 seconds and zero tokens • FINAL-Bench • about 1/ nours ago • • 1l funes: Local Memory for Coding Agents, Built on Lance • ariG23498 • 4 davs ago • • d Making open-source Al weather forecasting models easy to run hugging-science • 13 davs ago • A 31 Optimum-Intel v2.2.0 & OpenVINO GenAl 2026.4.0: What's New Checharlaix • 3 davs ago • a? uncensor any LL with abliteration es mlabonne • Jun 13. 2024 • • 924 BananaMind 2 Pro: We've (almost) matched smolLz at zux tewer tokens... Irained on a 5070 Ti • banaxi-lecn • s aays ago • • d Open Yap 1K: 1,000 hours of full-duplex natural conversation, tree tor commercial * TheAgenticDataCo. • 17 davs ago • A 1º kv caching celained. uptimizing Transtormer Interence Efficiency Layer-reeaback Iranstormer (LE! • Banaxi-Tech • 2 days ago • A 5 one sanabox per rollout, or now labs run k. tor agents in 2026 • sergiopaniego • 10 days ago • A 10 Per-tensor lavout maps for GGUP quantization vski • 11 days ago • A 37 Deploy local agents everywhere with LFM2.5- L.OD • LIQUIdAl • Aug4 • A 10l DAVIDAU DF FTFD MY POST AND BANNFD ME FOR ASKING ABOUT BENCHMARKS - HERE IS THE FULL ANALYSIS (9B +27B +390 MUDELS • Dederrogames • Aug 12 • A 23 When Benchmark Numbers Become Marketing • DedeProGames • 3 davsago • A ‹ View all articles → Granite 4.2 LLMs: How They're Built I ibm-granite Enterprise A 122 August 25, 2026 ‹ Previous - system theme Quantization-Aware Healing: a compressed, 4 bit model that outperfor... * MultiverseComputingCAI Team • • August <5, 2026 Next > About Careers Models Datasets spaces Pricing Docs

Landing Page

Marketing

Hugging Face t Models Datasets Spaces ® Buckets New Docs Pricing v= Login Models Text Generation Any-to-Any 2-Text-to-Text Image-to-Text ® openai/gpt-oss-120b to-Image Text-to-Image Text-to-Video Text-to- 5008 The Al community 7 : nvidi building the future. 5 a GA PyTorch Transfor Diffusers etensors ® . | NNX @ GGuUF The platform where the Machine learning community ers collaborates on models, datasets, and applicatio vLLM @ Ollama Jan +7 Explore Al Apps or Browse 2M+ models © Groq Novita Cerebras @ nscale © fal bolic Trending on & this week Models ®B Spaces = Datasets prism-ml/Ternary -Bonsai-2-27B-gguf MiniMax H3 Turbo LoRA secemp9/arxiv-complete Video generation with a synchronized soundtrack convaiinnovations/laya Wan2.2 14B Fast Preview [NEW] openbmb/UltraData-SFT-Agent-2609 Generate animated video from an image Qwen/Qwen-Image-2.1 Quwen-Image-Edit-2511-LoRAs-Fast 9 457 Yootta/World-SimReady-Home Demo of the Collection of Qwen Image Edit LoRAs XingChen-AGI/Xing4.0-29B-A4B MoreThought/Fable-5.1-Max-Reasoning-Fi.. Source-grounded Al notes with citations (open... deepseek-ai/DeepSeek-V4.1-Flash YuE2-3B Music Generator markov-ai/cad-1000-hours Generate songs and covers from style prompts... Browse 2M+ models Browse 1M+ applications Browse 500k+ datasets wy The Home of Machine Learning Create, discover and collaborate on ML better. The collaboration platform Move faster Host and collaborate on unlimited public models, datasets and applications. With the HF Open source stack. + New ® Amy Roberts's Activity ~ from transformers import pipeline Models Datasets Spaces Community Likes ipe = pipeline("text-generation", model= amyeroberts pat pak s @ Profile * Updated 2 models © Inbox (@) amyeroberts/detr-resnet-50-base-coco Settings from transformers import Auto model = AutoModel.from_pret Organizations @ apple/mobilevitv2-1.0-imagenet1k-256 @ Hugging Face © Apple Create Ne\ New acti from Explore all moda Build your portfolio Text, image, video, audio or even 3D. Share your work with the world and build your ML profile. & Xp Image-to-Text Papers Translation emma, =” aS Token aun oa Oo meses Os amass =D neon it Classification & B spaces X younesbellada © younesbetkada regression ae ES Document 7 Question fa Answering Accelerate your ML We provide paid Compute and Enterprise solutions. g Regions Single Sign-On A Private Datasets views Team & Enterprise Give your team the most advanced platform to build Al enterpri: P Audit Logs controls and dedicated support. Resource Groups Priority Support Getting started er/ Inference Providers Compute Access 45,000+ models from leading Al providers Deploy on optimized Inference Endpoints or update through a single, unified API with no service fees. your Spaces applications to a GPU in a few clicks. lore Models rtin hour f © » at @ 50008 © @ OG st oO «m = More than 50,000 organizations are using Hugging Face 6 Ai2 | AlatMeta amazon AMazon G Google it Intel Microsoft Grammarly Ww Writer 0 an nod 2 node 2 ‘omp: r e e Our Open Source We are building the foundation of ML tooling with the community. © Transformers e Safetensors © 166,453 © 3,900 © Diffusers e Hub Python Library © 34,555 © 3,919 State-of-the-art Al models for Safe way to store/distribute PyTorch neural network weights State-of-the-art Diffusion models Python client to interact with the in PyTorch Hugging Face Hub © Tokenizers © Transformers.js © 11,050 © 16,307 e TRL e smolagents © 19,351 © 29,423 Fast tokenizers optimized for State-of-the-art ML running research & production directly in your browser Train transformers LMs with Smol library gre e PEFT Text Generation 21,706 Inference B System theme Website Company Resources Social Models About Learn GitHub B System theme Website Models Datasets Spaces Changelog Inference Endpoints HuggingChat Company About Brand assets Terms of service Privacy Careers Press Resources Learn Documentation Blog Forum Service Status Speed test Social GitHub Twitter Linkedin Discord

Integrations Library

Product

I Sose Tour Guide • Search. & Chat • Voice Agents • Inbox Q Opportunitie • Leads • Contact: # Activities • Worktlow in Reports Genera Team Manageme Custom Activities custom Objects Shared Fields seneduling Statuses & Pipelines Phone & Voicemail Integrations heve one O BILLING Payment Usage Integrations communication Close and the apps you love connect your data to otner tools and close more deals Close GPT GEW GetAccen JustCall Microsoft 365 NEW Personalized Video Tool Prospecting • Support & FAOS # Integrations so Setting Collapse Lead Generation LeadCRM (Sunc Linkedin Unload Retter Pronneal Kennected /linkedFusior Voila Norhor Marketing Automation Orbit d Website builder and data Marketing Lead Generation Analysis & Reporting CAConnorto Goal & Commission Tracking Organizational Tools Data & Backup ht Data Syncing Open Source MCP 5 MyCRMBackup Data Danlain Cockaboar Appinsiahts Claude NEW Complilv NEW Integration Solution Custom App Builder Create your own powerful, custom integrations ur RESTful API is the most powerful in the CRM space allowind communication m propriary cuetame or say cuctom with which mo danl slready offer Read the Developer Does E

Flowchart

Product

Sam Wild Close CHLOE Chat Voice Agents NEW Q Search... - Workflows New Demo Request Overview Edit Report Runs ¿ Active 6- 251 8 Enrolled 220 & Completed 80% 4 Goal Met 2d • Avg Time to Goal ... 3% A Bounc Opportunities Leads Contacts Activities Workflows • // Conversations M Reports SMART VIEWS • Q Streamlined Flow - Verified S... Chloe GA: 100K Al Credit OTT... [Chloe] Low Quality Chloe W... [Chloe] High Quality Chloe W... Chloe ROW for Claude Discovery: Chloe Inactive Us... # Discovery: Chloe Inactive Us... ® Discovery: Chloe Inactive Us... ® Chloe Trial Beta Waitlist Watchlist Show all There are no Calls currently assigned to you. Steps 2 5 6 (10 DAY 1 DAY 1 DAY 1 DAY 1 DAY 2 DAY 4 DAY 5 DAY 6 DAY 9 Assign User #1 Sales - Talk to Sales - Email 1 Call #1 Sales - Talk to Sales - SMS • Call #2 • Sales - Talk to Sales - Email 2 • Call #3 • Call #4 • Sales - Talk to Sales - Email 3 DAY 11 • Task #1 80 80 81 80 80 8 1 83 81 80 81 Support & FAQS # Integrations g Settings Collapse