Eric Hartford
@QuixiAI
We make AI models Dolphin and Samantha BTC 3ENBV6zdwyqieAXzZP2i3EjeZtVwEmAuo4 https://ko-fi.com/erichartford https://dphn.ai @dphnAI
Some uncomfortable inevitabilities: - The heat death of the universe - The sun will consume the Earth - AI and Robots will survive humanity - AI and Robots will perform most of our current professions within this generation Your only actual options: - Freak out - Cope Which of…
We all know about learning rate schedules, but how come scheduling the momentum terms (ie, betas in Adam) is not a thing? A few years back, I was working on a problem that involves an image reconstruction loss ||f(x) - y||^2. In order to make the output look nice, a typical…
I just upgraded my quad 3090's CPU to 3900x and also I found two 2-slot nvlinks I think I officially maxed it out.

Proud to introduce Group Sequence Policy Optimization (GSPO), our stable, efficient, and performant RL algorithm that powers the large-scale RL training of the latest Qwen3 models (Instruct, Coder, Thinking) 🚀 📄 huggingface.co/papers/2507.18…
🤠Releasing INT4, INT2 model for Qwen3-coder, Kimi-K2... huggingface.co/Intel/Kimi-K2-… huggingface.co/Intel/Qwen3-Co… huggingface.co/Intel/Qwen3-Co… @JustinLin610 @Alibaba_Qwen #huggingface @llamacpp @Kimi_Moonshot
🥳Intel AutoRound v0.6 released, featuring blocking scale quantization and model export to mainstream formats including GGUF, AWQ, GPTQ etc. github.com/intel/auto-rou…. AutoRound has been well integrated with #huggingface #transformers @vllm_project #TorchAO for LLM quantization.
This is getting ridiculous @AnthropicAI. I bought your most expensive package. Don't sell something you can't deliver.

✨Huge thanks for interest in Mixture-of-Recursions! Codes are officially out! It's been a long journey exploring Early-exiting with Recursive Architecture. I'll soon post my 👨🎓PhD thesis on Adaptive Computation too! Code: github.com/raymin0223/mix… Paper: arxiv.org/abs/2507.10524
New Unity package available: Reachy 2's digital twin! - Gives immersive 3D experience through AR/VR - Fully controllable via Reachy 2 stack - Perfect for robotics courses & HRI research Explore robotics without the physical robot! github.com/pollen-robotic…
Don't forget to salt your hash.
Lazy people use frameworks. 10x devs roll their own auth.🔥
Chinese teams driving open-source forward and I'm here for it
Can I put it on a SO-ARM101?
We're open-sourcing "The Amazing Hand", an eight-degree of freedom humanoid robot hand compatible with @lerobot that can be 3-D printed at home for less than $250 ✌️✌️✌️ Given the success of Reachy Mini (2,000+ robots sold in a few days), we won't have the bandwidth to…
SmolLM3-3B-8da4w: With #TorchAO & optimum-executorch, quantizing and exporting for mobile is a breeze. Now ready for on-device deployment with #ExecuTorch, running at 15 tokens/sec on Galaxy S22. 🔗 Model card with recipes + checkpoints: hubs.la/Q03yGyTN0 #EdgeAI #PyTorch