Swaleh||CodeHacker @SWASHCOS
Jomo Kenyatta University of Agri and Tech Don||Researcher & Data Analyst||LLMs||Machine Learning||CyberSec||PhD Candidate 🧑💻Coolest Nerd You'll Ever Meet Earth Joined October 2010-
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Today we launched Tinker. Tinker brings frontier tools to researchers, offering clean abstractions for writing experiments and training pipelines while handling distributed training complexity. It enables novel research, custom models, and solid baselines. Excited to see what…
Today we launched Tinker. Tinker brings frontier tools to researchers, offering clean abstractions for writing experiments and training pipelines while handling distributed training complexity. It enables novel research, custom models, and solid baselines. Excited to see what…
So, I did some coding this week... - Qwen3 Coder Flash (30B-A3B) - Mixture-of-Experts setup with 128 experts, 8 active per token - In pure PyTorch (optimized for human readability) - in a standalone Jupyter notebook - Runs on a single A100
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…
👨💻 Telegram’s looking for an Android dev — who’ll earn $1M / year after tax. 🥇 The only way in is to win our coding contest that ends on July 11. The task? Implement the animation from this mockup in our open-source Android app. 🤖 t.me/contest/420
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Cryptography & network security are in demand skills. Unlock the secrets of secure communication with our Introduction to Cryptography and Network Security course. Learn key concepts to protect data in the digital age at zero cost.⚡️ learn.saylor.org/course/view.ph…
Our new Master's in Entrepreneurship program is live! We now have four tuition-free degrees open for students internationally & in Florida in the US. 🎓 Study at your own pace. No tuition, no book fees, no admission fees - no debt whatsoever. 💥 degrees.saylor.org
I've concluded a series of videos on Reinforcement Learning for fine-tuning and training LLMs. - Deep Reinforcement Learning - RLHF - PPO - DPO - GRPO - KL Divergence Check it out here! youtube.com/watch?v=Z_JUqJ…
Multimodal model support is here in 0.7! Ollama now supports multimodal models via its new engine. Cool vision models to try👇 - Llama 4 Scout & Maverick - Gemma 3 - Qwen 2.5 VL - Mistral Small 3.1 and more 😍 Blog post 🧵👇
My guest lecture about LLM post-training at MIT 6.S191 is now available on YouTube! youtube.com/watch?v=_Hfdnc…
I think CS336 has one of the best LLM problem sets of any AI/LM class thanks to our incredible TAs (@nelsonfliu,@GabrielPoesia,@marcelroed,@neilbband,@rckpudi). We're making it so you can do it all at home, and it's one of the best ways to learn LLMs deeply.
I think CS336 has one of the best LLM problem sets of any AI/LM class thanks to our incredible TAs (@nelsonfliu,@GabrielPoesia,@marcelroed,@neilbband,@rckpudi). We're making it so you can do it all at home, and it's one of the best ways to learn LLMs deeply.
I am applying to Stanford's Python course. Come learn with me: codeinplace.stanford.edu/public/join/ci…
Lecture 20: Advanced Post-Training youtu.be/yuJUkR2vvJM - Supervised Fine-tuning - Reward Modeling - Reinforcement Learning - Direct Preference Optimization
Lecture 20: Advanced Post-Training youtu.be/yuJUkR2vvJM - Supervised Fine-tuning - Reward Modeling - Reinforcement Learning - Direct Preference Optimization
🔥 Thrilled to announce the Agentic AI Summit 2025—the first summit dedicated to #AgenticAI in the Bay Area, hosted by @BerkeleyRDI @UCBerkeley! 🚀 Building on momentum from our LLM Agents MOOC (23k+ global learners!), we're creating the LARGEST gathering of its kind—1,500+…
We partnered with @huggingface to teach you how to fine-tune LLMs with GRPO! Learn about: • Reward functions + creating them • GRPO Math + Free Reasoning training in Colab • Applying RL to real-world use cases Course: huggingface.co/reasoning-cour… Tutorial: docs.unsloth.ai/basics/reasoni…
I am applying to Stanford's Python course. Come learn with me: codeinplace.stanford.edu/public/join/ci…
📣 Join us for the 6th Advanced LLM Agents MOOC lecture on Web Agents @rsalakhu @CarnegieMellon @Meta, 4:10 pm PT today March 10. 🚀 Join the thriving community of the LLM Agents MOOC series, with 22K+ registered learners & ~9K members on Discord!
📣 Join us for the 4th Advanced LLM Agents MOOC lecture on Reasoning and Planning in Large Language Models, @HannaHajishirzi @UW, 4:10pm PT today Feb 24. 🚀 Join the thriving community of the LLM Agents MOOC series, with 21K+ registered learners & ~9K members on Discord!
🎉 Excited to see everyone’s enthusiasm for deploying DeepSeek-R1! Here are our recommended settings for the best experience: • No system prompt • Temperature: 0.6 • Official prompts for search & file upload: bit.ly/4hyH8np • Guidelines to mitigate model bypass…
📣Join us for the 2nd Advanced LLM Agents MOOC lecture on Learning to reason with LLMs, @jaseweston @Meta 4:10pm PT today Feb 3. Huge thanks to @xinyun_chen_, @GoogleDeepMind for the 1st lecture on Inference-time Techniques for LLM Reasoning.

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