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AI & ML interests

HF community <3 TRELLIS - building around it - not attached to the original

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victorΒ 
posted an update 12 days ago
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Sharing how I built the LongCat-Video-Avatar 1.5 Space (+500k views on X) in one agent session. Gave a coding agent its own AI lab on ZeroGPU, framed the goal, walked away. It designed, deployed, tested against the live API, fixed, shipped.

Full recipe with the copy-paste prompt: https://huggingface.co/blog/victor/building-zerogpu-spaces-autonomously
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victorΒ 
posted an update about 2 months ago
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Want to share my enthusiasm for zai-org/GLM-5.1 here too πŸ”₯

I think we have it: our open source Claude Code = GLM-5.1 + Pi (https://pi.dev/) - Built a Three.js racing game to eval and it's extremely impressive. Thoughts:

- One-shot car physics with real drift mechanics (this is hard)

- My fav part: Awesome at self iterating (with no vision!) created 20+ Bun.WebView debugging tools to drive the car programmatically and read game state. Proved a winding bug with vector math without ever seeing the screen

- 531-line racing AI in a single write: 4 personalities, curvature map, racing lines, tactical drifting. Built telemetry tools to compare player vs AI speed curves and data-tuned parameters

- All assets from scratch: 3D models, procedural textures, sky shader, engine sounds, spatial AI audio!

- Can do hard math: proved road normals pointed DOWN via vector cross products, computed track curvature normalized by arc length to tune AI cornering speed

You are going to hear about this model a lot in the next months - open source let's go - and thanks z-aiπŸš€πŸš€
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victorΒ 
posted an update 4 months ago
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Interesting article: use Claude Code to help open models write CUDA kernels (for eg) by turning CC traces into Skills. They made a library out of it πŸ‘€

https://huggingface.co/blog/upskill
pcuenqΒ 
posted an update 5 months ago
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πŸ‘‰ What happened in AI in 2025? πŸ‘ˆ

We prepared the 2025 version of the HF AI Timeline Grid, highlighting open vs API-based model releases, and allowing you to browse and filter by access, modality, and release type!

Play with it here:
2025-ai-timeline/2025-ai-timeline

Here's my personal quarterly TL;DR:

1️⃣ Q1 β€” Learning to Reason
Deepseek not only releases a top-notch reasoning model, but shows how to train them and compete with closed frontier models. OpenAI debuts Deep Research.

Significant milestones: DeepSeek R1 & R1-Zero, Qwen 2.5 VL, OpenAI Deep Research, Gemini 2.5 Pro (experimental)

2️⃣ Q2 β€” Multimodality and Coding
More LLMs embrace multimodality by default, and there's a surge in coding agents. Strong vision, audio, and generative models emerge.

Significant milestones: Llama 4, Qwen 3, Imagen 4, OpenAI Codex, Google Jules, Claude 4

3️⃣ Q3 β€” "Gold" rush, OpenAI opens up, the community goes bananas
Flagship models get gold in Math olympiads and hard benchmarks. OpenAI releases strong open source models and Google releases the much anticipated nano-banana for image generation and editing. Agentic workflows become commonplace.

Significant milestones: Gemini and OpenAI IMO Gold, gpt-oss, Gemini 2.5 Flash Image, Grok 4, Claude Sonnet 4.5

4️⃣ Q4 β€” Mistral returns, leaderboard hill-climbing
Mistral is back with updated model families. All labs release impressive models to wrap up the year!

Significant milestones: Claude Opus 4.5, DeepSeek Math V2, FLUX 2, GPT 5.1, Kimi K2 Thinking, Nano Banana Pro, GLM 4.7, Gemini 3, Mistral 3, MiniMax M2.1 🀯

Credits
πŸ™ NHLOCAL for the source data https://github.com/NHLOCAL/AiTimeline

🫑 @reach-vb for the original idea, design and recipe

πŸ™Œ @ariG23498 and yours truly for compiling and verifying the 2025 edition

πŸ₯³ Here's to 2026, wishing it becomes the best year ever for open releases and on-device-first use-cases! πŸ₯‚
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victorΒ 
posted an update 6 months ago
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Nvidia is on a roll lately. Nemotron 3 Nano is my new fav local model, but here's the real flex: they published the entire evaluation setup. Configs, prompts, logs, all of it. This is how you do open models πŸ”₯

https://huggingface.co/blog/nvidia/nemotron-3-nano-evaluation-recipe

multimodalartΒ 
posted an update 8 months ago
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Want to iterate on a Hugging Face Space with an LLM?

Now you can easily convert any HF entire repo (Model, Dataset or Space) to a text file and feed it to a language model!

multimodalart/repo2txt
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multimodalartΒ 
posted an update 12 months ago
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Self-Forcing - a real-time video distilled model from Wan 2.1 by @adobe is out, and they open sourced it 🐐

I've built a live real time demo on Spaces πŸ“ΉπŸ’¨

multimodalart/self-forcing
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victorΒ 
posted an update 12 months ago
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Open Source Avengers, Assemble! Ask an expert AI agent team to solve complex problems together πŸ”₯

Consilium brings together multiple agents that debate and use live research (web, arXiv, SEC) to reach a consensus. You set the strategy, they find the answer.

Credit to @azettl for this awesome demo: Agents-MCP-Hackathon/consilium_mcp
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victorΒ 
posted an update about 1 year ago
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DIA TTS is just amazing - please share your funniest gens (here is mine) πŸ˜‚
nari-labs/Dia-1.6B
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victorΒ 
posted an update over 1 year ago
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Hey everyone, we've given https://hf.co/spaces page a fresh update!

Smart Search: Now just type what you want to doβ€”like "make a viral meme" or "generate music"β€”and our search gets it.

New Categories: Check out the cool new filter bar with icons to help you pick a category fast.

Redesigned Space Cards: Reworked a bit to really show off the app descriptions, so you know what each Space does at a glance.

Random Prompt: Need ideas? Hit the dice button for a burst of inspiration.

We’d love to hear what you thinkβ€”drop us some feedback plz!
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victorΒ 
posted an update over 1 year ago
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Finally, an open-source AI that turns your lyrics into full songs is hereβ€”meet YuE! Unlike other tools that only create short clips, YuE can make entire songs (up to 5 minutes) with vocals, melody, and instruments all working together. Letsss go!

m-a-p/YuE-s1-7B-anneal-en-cot
victorΒ 
posted an update over 1 year ago
victorΒ 
posted an update over 1 year ago
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Perfect example of why Qwen/Qwen2.5-Coder-32B-Instruct is insane?

Introducing: AI Video Composer πŸ”₯
huggingface-projects/ai-video-composer

Drag and drop your assets (images/videos/audios) to create any video you want using natural language!

It works by asking the model to output a valid FFMPEG and this can be quite complex but most of the time Qwen2.5-Coder-32B gets it right (that thing is a beast). It's an update of an old project made with GPT4 and it was almost impossible to make it work with open models back then (~1.5 years ago), but not anymore, let's go open weights πŸš€.
victorΒ 
posted an update over 1 year ago
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Qwen2.5-72B is now the default HuggingChat model.
This model is so good that you must try it! I often get better results on rephrasing with it than Sonnet or GPT-4!!
victorΒ 
posted an update over 1 year ago