The Future of Natural Language Processing Hugging Face 2026-09-22 | The Future of Natural Language Processing
Making an open-source contribution, in 7 easy steps HuggingFace 2025-10-03 | This video walks through the steps of making an open-source contribution, with a practical example of fixing a bug in Trackio with Cursor: huggingface.co/docs/trackio/en/index
GPT-4o controlling Reachy Mini in real time HuggingFace 2025-09-29 | Remi plugged GPT-4o on Reachy Mini and it's pretty cool! Some new capabilities:- Image analysis: Reachy Mini can now look at a photo it just took and describe or reason about it- Face tracking: keeps eye contact and makes interactions feel much more natural- Motion fusion: [head wobble while speaking] + [face tracking] + [emotions or dances] can now run simultaneously- Face recognition: runs locally- Autonomous behaviors when idle: when nothing happens for a while, the model can decide to trigger context-based behaviorsQuestions for the community: • Earlier versions used flute sounds when playing emotions. This one speaks instead (for example the "olala" at the start is an emotion + voice). It completely changes how I perceive the robot (pet? human? kind alien?). Should we keep a toggle to switch between voice and flute sounds? • How do the response delays feel to you?Some limitations:No memory system yetNo voice recognition yetStrategy in crowds still unclear: the VAD (voice activity detection) tends to activate too often, and we don’t like the keyword approachMore details about Reachy Mini: huggingface.co/blog/reachy-mini
Trackio: A DROP-IN Replacement for W&B that is open-source and 💯 free HuggingFace 2025-09-19 | This video provides an overview and demo of Trackio, which is a free, experiment tracking library Hugging Face just released. Install Trackio: pip install trackioDocumentation: huggingface.co/docs/trackio/index
Unboxing of Reachy 2 HuggingFace 2025-09-17 | While we're working hard on shipping the first Reachy Minis (planned before the end of Sept), we shipped with a bunch of Reachy 2 to Research labs all over the world this summer. This is the unboxing from the Fraunhofer Institute for Industrial Engineering, which is part of the Fraunhofer Society, one of the largest Applied Research organizations in the world!
Gradios new VIBE MODE HuggingFace 2025-08-06 | Gradio 5.41 includes a new VIBE mode, which lets you build Gradio apps without writing any code. Watch how it works here.
How to INSTANTLY convert an API to an MCP server (NO CODE) HuggingFace 2025-07-24 | In this video, I'll demonstrate OpenAPI ➪ MCP, a Space that instantly converts any REST API into an MCP server so that your LLM (ChatGPT, Cursor, Claude, etc.) can use it without needing to write any code!Try it yourself: https://abidlabs-openapi2mcp.hf.space/?__theme=dark
Build a Custom MCP Server in under 10 MINUTES! 🚀 HuggingFace 2025-07-24 | Want your chatbot to generate videos or edit images just by natural text? If you know Python, you can build a custom MCP server to do that -- or anything else -- in under 10 minutes.
LeRobot World-wide Hackathon HuggingFace 2025-06-14 | We are LIVE! LeRobot Wolrdwild Hackathon is turning the world into one giant AI robotics lab!We’re living in wild times. The “ChatGPT moment” for robotics might be just around the corner. Help shape an open and accessible future!30+ hours to build, explore, and push the limits of AI Robotics90+ cities hosting local hackathonsTeam up, connect, and make something incredible🤗 LeRobot Documentation: huggingface.co/docs/lerobot
LeRobot World-wide Hackathon HuggingFace 2025-06-14 | We are LIVE! LeRobot Wolrdwild Hackathon is turning the world into one giant AI robotics lab!We’re living in wild times. The “ChatGPT moment” for robotics might be just around the corner. Help shape an open and accessible future!30+ hours to build, explore, and push the limits of AI Robotics90+ cities hosting local hackathonsTeam up, connect, and make something incredible🤗 LeRobot Documentation: huggingface.co/docs/lerobot
Gradio x Agents x MCP Kickoff event HuggingFace 2025-06-03 | 🎙️ Welcome to Gradio's Agents and MCP Hackathon Live Kickoff event. The livestream includes an introduction to the event, its various tracks, the prizes and credits we are offering for the participant community, and introductions from some of our event sponsors.=========== Contents of this video ===========00:00 - Intro to the Agents & MCP Hackathon 202515:45 - Hackathon details and resources26:41 - Sponsor section - Sambanova32:12 - Sponsor section - LlamaIndex35:52 - Sponsor section - Mistral AI41:00 - Ending notesSlides shared in the video:- Agents & MCP Hackathon : huggingface.co/spaces/Agents-MCP-Hackathon/README/blob/main/Gradio%20x%20Agents%20x%20MCP%20Hackathon.pdf- LlamaIndex : figma.com/slides/lilUTlaU13TUPIPJyMtmhn/LlamaIndex-Intro---HuggingFace-x-Gradio-Hackathon?node-id=57005-345- Mistral AI : docs.google.com/presentation/d/10knomfCdcFqXkhEgrumwz6DiN2sz2ndC4CQP8e0Nxvo/edit?usp=sharing - Sambanova : docs.google.com/presentation/d/1T77TAHXVNYKGHtGYrxwtwTNYMLj9gPKu/edit?usp=sharing&ouid=106575436392015947743&rtpof=true&sd=true
Dive deep with The MCP Course! Q&A on unit 1 of the MCP Course HuggingFace 2025-05-29 | In this first live stream of the MCP Course, we will answer questions relating to unit 1 of the MCP Course.Don't forget to join the course (it's free): huggingface.co/mcp-course*QUESTIONS* : Drop your questions here or in the chat: huggingface.co/spaces/mcp-course/README/discussions/5
Model Content Protocol Course from Hugging Face - MCP Course Introduction HuggingFace 2025-05-22 | This video is the first unit in the Hugging Face Model Content Protocol Course.Welcome to the 🤗 Model Context Protocol (MCP) Course Organization!The Model Context Protocol (MCP) Course is your comprehensive guide to understanding, using, and building cutting-edge AI applications that leverage external data and tools through the latest MCP standards. This free course is designed to take you from beginner to an informed practitioner in the world of MCP.MCP Course🚀 Ready to Join? Enroll in the MCP Course!Join the Course🚀 What to Expect from This Course?In this course, you will:📖 Study Model Context Protocol in theory, design, and practice.🧑💻 Learn to use established MCP SDKs and frameworks.💾 Share your projects and explore applications created by the community.🏆 Participate in challenges and evaluate your MCP implementations.🎓 Earn a certificate of completion by completing assignments.Our goal is to help you understand how MCP works and empower you to build your own AI applications.📚 Course StructureThe course is composed of:Foundational Units: Learn MCP concepts in theory.Use Case Assignments: Apply learned concepts to real-world problems.Collaborations: Featuring the latest MCP implementations and tools from Hugging Face and its partners.🛠️ PrerequisitesTo be able to follow this course, you should have:Basic understanding of AI and LLM concepts.Familiarity with software development principles and API concepts.Experience with at least one programming language (Python or TypeScript examples will be shown).If you need to brush up on these, the course page suggests these resources:LLM Course: will guide you through the basics of using and building with LLMs.Agents Course: will guide you through building AI agents with LLMs. (Please find the links to these specific courses in the main MCP course materials if needed.)🤝 ContributeThis course is a living project, and contributions are welcome 🤗!If you've found a bug or want to improve the course content, please open an issue or a Pull Request in the course's GitHub repository (refer to the course documentation for the specific GitHub link).If you want to add a full section or a new unit, it's best to open an issue first to discuss your ideas with the team.❓ Questions?Please open a community discussion on the org page.
Gradio Sketch in 2 Minutes HuggingFace 2025-03-21 | When you type `gradio sketch` in your terminal, you'll launch a no-code, WYSIWYG app builder for Gradio! Here's a tutorial on how to use it, in under 2 minutes.
Hugging Face Journal Club - Gemma 3 HuggingFace 2025-03-12 | The post-training team at Hugging Face discuss the tech report behind Google's latest series of Gemma models, with a focus on the various post-training methods they used.
Welcome To The Agents Course! Introduction to the Course and Q&A HuggingFace 2025-02-12 | In this first live stream of the Agents Course, we will explain how the course will work (scope, units, challenges and more) and answer your questions.Don't forget to sign up for the course (it's free): huggingface.us17.list-manage.com/subscribe?u=7f57e683fa28b51bfc493d048&id=9ed45a3ef6
Hugging Face Journal Club - DeepSeek R1 HuggingFace 2025-01-22 | The post-training team at Hugging Face discuss the tech report behind DeepSeek's ground breaking R1 models.- Report: github.com/deepseek-ai/DeepSeek-R1- Models: huggingface.co/collections/deepseek-ai/deepseek-r1-678e1e131c0169c0bc89728d
🤗 Hugging Cast S2E6 - Scale LLMs with Intel Gaudi and Xeon HuggingFace 2024-12-12 | Hugging Cast is a live show about building AI with open source.In this episode, Regis, Ella, Ilyas and Jeff show you how you can accelerate and scale your Gen AI workloads using the latest Intel AI Accelerators, Gaudi 3 and Xeon CPUs, easily with our open source libraries Optimum Intel, Optimum Habana, TGI Gaudi and more. Last we show you how you can run your own benchmarks easily using Optimum Benchmark.Useful resources:github.com/huggingface/optimum-intelgithub.com/huggingface/optimum-habanagithub.com/huggingface/tgi-gaudihuggingface.co/docs/optimum/main/en/intelhuggingface.co/docs/optimum/main/en/habanaDiscussed examples:huggingface.co/blog/intel-starcoder-quantizationhuggingface.co/blog/cost-efficient-rag-applications-with-intelhuggingface.co/blog/universal_assisted_generationhuggingface.co/blog/setfit-optimum-intel
Live workshop with HF co-founder and CEO: Step up your AI builder game with Enterprise Hub HuggingFace 2024-10-30 | Hosted by Clem Delangue, co-founder and CEO at Hugging Face. With over 1 million public models & datasets, Hugging Face has become the standard platform for AI builders. In this workshop we’ll give you a demo of the latest and greatest features of the enterprise platform that thousands of startups and big companies are using including Uber, Meta, Mistral, Sanofi, Cloudflare, Nutanix,... We will share a special offer to everyone who are attending the workshop.
Assemble and Calibrate SO-100: LeRobot Tutorial #7 by Jess Moss HuggingFace 2024-10-25 | LeRobot Tutorial #7Recorded by Jess Moss in October 2024Tutorial: github.com/huggingface/lerobot/blob/main/examples/10_use_so100.mdMore information on SO-100 and bill of materials with links to purchase:github.com/TheRobotStudio/SO-ARM100Tutorial from LeRobot's team at HuggingFace.Github: github.com/huggingface/lerobotTwitter: https://x.com/LeRobotHFDiscord: discord.com/invite/s3KuuzsPFb
🤗 Hugging Cast S2E5 - Introducing HUGS - Scale your AI with Open Models HuggingFace 2024-10-24 | In this special edition of Hugging Cast, Jeff and Philipp introduce a new Hugging Face inference solution - HUGS - to easily deploy the most popular open models in your own infrastructure, with optimal performance out of the box.Next, Sannan Nasir from DigitalOcean demos "1-Click Models", a new AI service available with DigitalOcean GPU Droplets, powered by HUGS and H100 GPUs. Learn more about HUGS in the blog post: hf.co/blog/hugsHUGS technical documentation: hf.co/docs/hugsGet HUGS on AWS: aws.amazon.com/marketplace/pp/prodview-bqy5zfvz3wox6Get HUGS on DigitalOcean: digitalocean.com/blog/one-click-models-on-do-powered-by-huggingfaceGet HUGS with HF Enterprise Hub: huggingface.co/contact/sales?from=hugs
Assemble and Calibrate Moss v1: LeRobot Tutorial #6 by Jess Moss HuggingFace 2024-10-24 | LeRobot Tutorial #6Recorded by Jess Moss in October 2024Tutorial: github.com/huggingface/lerobot/blob/main/examples/11_use_moss.mdMore information on Moss v1 and bill of materials with links to purchase:github.com/jess-moss/moss-robot-armsTutorial from LeRobot's team at HuggingFace.Github: github.com/huggingface/lerobotTwitter: https://x.com/LeRobotHFDiscord: discord.com/invite/s3KuuzsPFb
TD-MPC Explained, With Alexander Soare (Part 2 of 2) HuggingFace 2024-10-24 | In this video I explain how we train the neural networks of TD-MPC.TD-MPC paper: arxiv.org/abs/2203.04955FOWM paper (this is what's behind the implementation in the LeRobot library): arxiv.org/abs/2310.16029LeRobot code: github.com/huggingface/lerobot/blob/main/lerobot/common/policies/tdmpc/modeling_tdmpc.pyMany thanks to Nicklas Hansen et. al. for publishing their research and open sourcing their code.Chapters:0:00 - Listing the neural networks we need to train04:53 - What a training batch item looks like 06:09 - Forward passes and losses13:41 - Why the latent state representation does not collapse14:24 - Understanding TD Learning23:42 - TD learning intuition in real experiments26:58 - Optimizing the Q network using the TD error30:34 - Offline vs online data collection and training loop36:20 - Wrapping up
TD-MPC Explained, With Alexander Soare (Part 1 of 2) HuggingFace 2024-10-23 | In this video I explain the problem formulation of TD-MPC and how TD-MPC works at rollout.TD-MPC paper: arxiv.org/abs/2203.04955Many thanks to Nicklas Hansen et. al. for publishing their research and open sourcing their code.Chapters:0:00 - Intro0:54 - Notation and problem formulation6:20 - High level summary of MPC11:15 - Why are we optimizing for a fixed horizon?16:03 - Generalizing to a formulation for CEM17:38 - CEM with a physics thought experiment23:32 - CEM applied to action trajectories25:30 - Summary
How to make your very FIRST open-source contribution (feat. Gradio) HuggingFace 2024-10-18 | One of the questions we get asked most often is: "how do I even start contributing to open-source software?"We recorded a video walkthrough fixing a real bug issue in Gradio, all the way up to making a pull request!
Security Updates in Gradio 5 HuggingFace 2024-10-11 | In this video, we discuss the recent security updates implemented in Gradio 5. We address various security issues found during our independent audit by Trail of Bits. In the interest of transparency and the spirit of open-source, we are making the full security report public, and more details for each of these issues can be found in the report: github.com/trailofbits/publications/blob/master/reviews/2024-10-huggingface-gradio-securityreview.pdfVisit https://gradio.app/ to get started with Gradio 5!
This&That: Lerobot Tech Talk #7 by Jeong Joon Park HuggingFace 2024-09-09 | Presented by Jeong Joon Park: jjparkcv.github.ioPaper: arxiv.org/abs/2407.05530Project Page: cfeng16.github.io/this-and-thatOrganized by LeRobot's team at HuggingFace.Github: github.com/huggingface/lerobotTwitter: https://x.com/LeRobotHFDiscord: discord.gg/8uHu9JqVnmChapters:0:00 - Introduction1:53 - Recap on ML for robotics to date12:55 - Visual generative models23:50 - Language-gesture conditioning of visual generative models36:50 - Generated video plans to robot action53:40 - Conclusion and future work57:57 - Q & A
How to build your own robot (the easy way) #robotics HuggingFace 2024-08-22 | LeRobot: github.com/huggingface/lerobot
HumanPlus and MobileAloha: LeRobot Tech Talk #6 by Zipeng Fu HuggingFace 2024-08-22 | LeRobot Tech Talk #6Presented by Zipeng Fu in August 2024zipengfu.github.ioThis week: - HumanPlus: Humanoid Shadowing and Imitation from HumansPaper: huggingface.co/papers/2406.10454Project page: humanoid-ai.github.io- MobileAloha: Learning Bimanual Mobile Manipulation with Low-Cost Whole-Body TeleoperationPaper: huggingface.co/papers/2401.02117Project page: mobile-aloha.github.ioOrganized by LeRobot's team at HuggingFace.Github: github.com/huggingface/lerobotTwitter: https://x.com/LeRobotHFDiscord: discord.com/invite/s3KuuzsPFb
Assemble Koch v1.1: LeRobot Tutorial #1 by Jess Moss HuggingFace 2024-08-19 | LeRobot Tutorial #1Recorded by Jess Moss in July 2024Koch v1.1 from Jess Moss is a slight modification of the Koch v1.0 from Alexander Koch to cut the cost and make it easier to assemble. It is fully compatible with a Koch v1.0 robot.Koch v1.1 github includes the bill of materials to order your robot parts and the CAD models if you want to modify it: github.com/jess-moss/koch-v1-1Koch v1.0 github: github.com/AlexanderKoch-Koch/low_cost_robotWe are thankful to Alexander Koch for open-sourcing his robot and allowing us to build on top.Alexander Koch's twitter: https://x.com/alexkoch_aiTutorial from LeRobot's team at HuggingFace.Github: github.com/huggingface/lerobotTwitter: https://x.com/LeRobotHFDiscord: discord.com/invite/s3KuuzsPFb
OpenVLA: LeRobot Research Presentation #5 by Moo Jin Kim HuggingFace 2024-08-13 | LeRobot Research Presentation #5Presented by Moo Jin Kim in July 2024moojink.comThis week: OpenVLA: An Open-Source Vision-Language-Action ModelPaper: huggingface.co/papers/2406.09246Project page: openvla.github.ioOrganized by LeRobot's team at HuggingFace.Github: github.com/huggingface/lerobotTwitter: https://x.com/LeRobotHFDiscord: discord.com/invite/s3KuuzsPFb
Record Dataset: LeRobot Tutorial #4 by Simon Alibert HuggingFace 2024-08-13 | LeRobot Tutorial #4Recorded by Simon Alibert in August 2024Koch v1.1 from Jess Moss is a slight modification of the Koch v1.0 from Alexander Koch to cut the cost and make it easier to assemble. It is fully compatible with a Koch v1.0 robot.Koch v1.1 github includes the bill of materials to order your robot parts and the CAD models if you want to modify it: github.com/jess-moss/koch-v1-1Koch v1.0 github: github.com/AlexanderKoch-Koch/low_cost_robotWe are thankful to Alexander Koch for open-sourcing his robot and allowing us to build on top.Alexander Koch's twitter: https://x.com/alexkoch_aiTutorial from LeRobot's team at HuggingFace.Github: github.com/huggingface/lerobotTwitter: https://x.com/LeRobotHFDiscord: discord.gg/s3KuuzsPFb
Evaluate Policy: LeRobot Tutorial #5 by Simon Alibert HuggingFace 2024-08-13 | LeRobot Tutorial #5Recorded by Simon Alibert in August 2024Koch v1.1 from Jess Moss is a slight modification of the Koch v1.0 from Alexander Koch to cut the cost and make it easier to assemble. It is fully compatible with a Koch v1.0 robot.Koch v1.1 github includes the bill of materials to order your robot parts and the CAD models if you want to modify it: github.com/jess-moss/koch-v1-1Koch v1.0 github: github.com/AlexanderKoch-Koch/low_cost_robotWe are thankful to Alexander Koch for open-sourcing his robot and allowing us to build on top.Alexander Koch's twitter: https://x.com/alexkoch_aiTutorial from LeRobot's team at HuggingFace.Github: github.com/huggingface/lerobotTwitter: https://x.com/LeRobotHFDiscord: discord.gg/s3KuuzsPFb
VQ-BeT: LeRobot Research Presentation #4 by Nur Muhammad Mahi Shafiullah & Sengjae (Jay) Lee HuggingFace 2024-08-12 | LeRobot Research Presentation #4Presented by Nur Muhammad "Mahi" Shafiullah & Sengjae (Jay) Lee in July 2024https://mahis.lifesjlee.ccThis week: Behavior Generation with Latent ActionsPaper: huggingface.co/papers/2403.03181Project page: sjlee.cc/vq-betOrganized by LeRobot's team at HuggingFace.Github: github.com/huggingface/lerobotTwitter: https://x.com/LeRobotHFDiscord: discord.com/invite/s3KuuzsPFb
Assemble Koch v1.1: LeRobot Tutorial #1 by Jess Moss (Deprecated) HuggingFace 2024-08-06 | New version: youtu.be/8nQIg9BwwTkLeRobot Tutorial #1Recorded by Jess Moss in July 2024Koch v1.1 from Jess Moss is a slight modification of the Koch v1.0 from Alexander Koch to cut the cost and make it easier to assemble. It is fully compatible with a Koch v1.0 robot.Koch v1.1 github includes the bill of materials to order your robot parts and the CAD models if you want to modify it: github.com/jess-moss/koch-v1-1Koch v1.0 github: github.com/AlexanderKoch-Koch/low_cost_robotWe are thankful to Alexander Koch for open-sourcing his robot and allowing us to build on top.Alexander Koch's twitter: https://x.com/alexkoch_aiTutorial from LeRobot's team at HuggingFace.Github: github.com/huggingface/lerobotTwitter: https://x.com/LeRobotHFDiscord: discord.com/invite/s3KuuzsPFb
Configure Koch v1.1: LeRobot Tutorial #2 by Remi Cadene HuggingFace 2024-08-06 | LeRobot Tutorial #2Recorded by Remi Cadene in August 2024Koch v1.1 from Jess Moss is a slight modification of the Koch v1.0 from Alexander Koch to cut the cost and make it easier to assemble. It is fully compatible with a Koch v1.0 robot.Koch v1.1 github includes the bill of materials to order your robot parts and the CAD models if you want to modify it: github.com/jess-moss/koch-v1-1Koch v1.0 github: github.com/AlexanderKoch-Koch/low_cost_robotWe are thankful to Alexander Koch for open-sourcing his robot and allowing us to build on top.Alexander Koch's twitter: https://x.com/alexkoch_aiTutorial from LeRobot's team at HuggingFace.Github: github.com/huggingface/lerobotTwitter: https://x.com/LeRobotHFDiscord: discord.gg/s3KuuzsPFb
Calibrate Koch v1.1: LeRobot Tutorial #3 by Remi Cadene HuggingFace 2024-08-06 | LeRobot Tutorial #3Recorded by Remi Cadene in August 2024Koch v1.1 from Jess Moss is a slight modification of the Koch v1.0 from Alexander Koch to cut the cost and make it easier to assemble. It is fully compatible with a Koch v1.0 robot.Koch v1.1 github includes the bill of materials to order your robot parts and the CAD models if you want to modify it: github.com/jess-moss/koch-v1-1Koch v1.0 github: github.com/AlexanderKoch-Koch/low_cost_robotWe are thankful to Alexander Koch for open-sourcing his robot and allowing us to build on top.Alexander Koch's twitter: https://x.com/alexkoch_aiTutorial from LeRobot's team at HuggingFace.Github: github.com/huggingface/lerobotTwitter: https://x.com/LeRobotHFDiscord: discord.gg/s3KuuzsPFb
TDMPC: LeRobot Research Presentation #3 by Nicklas Hansen HuggingFace 2024-07-26 | LeRobot Research Presentation #2Presented by Nicklas Hansen in June 2024nicklashansen.comThis week: Temporal Difference Learning for Model Predictive ControlPaper: huggingface.co/papers/2203.04955Paper: huggingface.co/papers/2310.16828Project page: nicklashansen.com/td-mpcProject page: tdmpc2.comOrganized by LeRobot's team at HuggingFace.Github: github.com/huggingface/lerobotTwitter: https://x.com/LeRobotHFDiscord: discord.com/invite/s3KuuzsPFb
Diffusion Policy: LeRobot Research Presentation #2 by Cheng Chi HuggingFace 2024-07-24 | LeRobot Research Presentation #2Presented by Cheng Chi in April 2024cheng-chi.github.ioThis week: Diffusion PolicyPaper: huggingface.co/papers/2303.04137Project page: https://diffusion-policy.cs.columbia.eduOrganized by LeRobot's team at HuggingFace.Github: github.com/huggingface/lerobotTwitter: https://x.com/LeRobotHFDiscord: discord.com/invite/s3KuuzsPFb
ALOHA and ACT: LeRobot Research Presentation #1 by Alexander Soare HuggingFace 2024-07-23 | LeRobot Research Presentation #1Presented by Alexander Soare in April 2024This week: ALOHA and ACTPaper: huggingface.co/papers/2304.13705Project page: tonyzhaozh.github.io/alohaOrganized by LeRobot's team at HuggingFace.Github: github.com/huggingface/lerobotTwitter: https://x.com/LeRobotHFDiscord: discord.com/invite/s3KuuzsPFb
One Minute Gradio #2: Event Chaining HuggingFace 2024-07-15 | One Minute Gradio #2 - Learn Gradio tips and tricks quickly! Today, we'll discuss running consecutive events in Gradio (i.e. event chaining), specifically using the event.then() and event.success() methods.
Bootstrapping AI Apps with Gradio and ZeroGPU HuggingFace 2024-07-08 | In this video we'll "bootstrap" (create out of nothing) a fully-functioning AI application with Gradio and Hugging Face's ZeroGPU spaces.The application will be free to build and take less than 5 minutes and 100 lines of code! We will build a Compliment Bot - users upload a photo of themselves or their friends and the bot will say something nice about them! The AI models used in this space will be running on Hugging Face's innovative ZeroGPU cluster - a serverless cluster of A100s that is FREE to use. We'll leverage these spaces in our application using the Gradio javascript client. That way, we can bring AI into our applications instantly without having to host or train anything ourselves.Resources:1 - Final App and Code: huggingface.co/spaces/freddyaboulton/compliment-bot-static2 - SD3 Long Captioner Space: huggingface.co/spaces/gokaygokay/SD3-Long-Captioner3 - huggingface.co/spaces/hysts/zephyr-7b4- Blog post going into more depth: details:freddyboulton.com/blog/building-with-zero-gpu
One Minute Gradio #1: Dynamic Rendering HuggingFace 2024-07-06 | One Minute Gradio #1 - Learn Gradio tips and tricks quickly! Today, we'll discuss dynamic rendering (i.e. the @gr.render decorator) in Gradio and how it lets you render unique apps for your users.
Building an LLM Application with Gradio HuggingFace 2024-07-05 | In this video, we will be live-coding a web application that allows us to query popular large language models like Llama 3, Nous Hermes Mixtral, and Zephyr from our browser. We'll be using Gradio, which allows us to write the web application entirely in Python -- no JavaScript or CSS needed.
Blazing Fast Local LLM Web Apps With Gradio and Llama.cpp HuggingFace 2024-06-26 | In this video, we'll run a state of the art LLM on your laptop and create a webpage you can use to interact with it. All in about 5 minutes. Seriously!We'll be using Llama.cpp's python bindings to run the LLM on our machine and Gradio to build the webpage.Resources mentioned in the video:* Llama.cpp python: github.com/abetlen/llama-cpp-python* Gradio: github.com/gradio-app/gradio* Qwen-2 0.5B Instruct Model (GGUF): huggingface.co/Qwen/Qwen2-0.5B-Instruct-GGUF* Llama.cpp's chat completion API: github.com/abetlen/llama-cpp-python?tab=readme-ov-file#chat-completion* Gradio Chatbot Guide: https://www.gradio.app/guides/creating-a-chatbot-fast
Why do AI models sound different? HuggingFace 2024-06-21 | argilla.io/blog/argilla-joins-hugggingface
