Tinkering with ML systems at Groq 🧙‍♂️https://bsky.app/profile/ricklamers.bsky.socialhttps://bsky.app/profile/ricklamers.bsky.social/post/3lcaopmne4227https://chatgpt.com/share/674c6002-fa80-800c-a4c5-969f9c10897a01 Dec 2024 13:11 +0000at://did:plc:qcr4t5h5e6rbiljen2vrmaps/app.bsky.feed.post/3lcaopmne4227https://bsky.app/profile/ricklamers.bsky.social/post/3lc3oi5x35c2g"Babe, I'm curve fitting to my hand drawn loss curve, look, look"29 Nov 2024 13:23 +0000at://did:plc:qcr4t5h5e6rbiljen2vrmaps/app.bsky.feed.post/3lc3oi5x35c2ghttps://bsky.app/profile/ricklamers.bsky.social/post/3lc3ny6jor22gI slept on Windsurf Editor longer than I should have, try it, it's amazing. Much more agentic than Cursor 🤖 codeium.com/windsurf29 Nov 2024 13:14 +0000at://did:plc:qcr4t5h5e6rbiljen2vrmaps/app.bsky.feed.post/3lc3ny6jor22ghttps://bsky.app/profile/ricklamers.bsky.social/post/3lbzqwdsbg222I was inspired to create a web app that demonstrates the universal approximation power of neural networks using TensorFlow(.js), try it and hack around with the source code! [contains quote post or other embedded content]28 Nov 2024 19:02 +0000at://did:plc:qcr4t5h5e6rbiljen2vrmaps/app.bsky.feed.post/3lbzqwdsbg222https://bsky.app/profile/ricklamers.bsky.social/post/3lbzmakys6c22The Universal Approximation Theorem for neural networks by Michael Nielsen in his custom Magic Paper app, just brilliant. youtu.be/Ijqkc7OLenI https://youtu.be/Ijqkc7OLenI28 Nov 2024 17:38 +0000at://did:plc:qcr4t5h5e6rbiljen2vrmaps/app.bsky.feed.post/3lbzmakys6c22https://bsky.app/profile/ricklamers.bsky.social/post/3lbpue5i3ts26You probably haven't heard of PydanticAI yet, but I'm sure you have heard of Pydantic. Check it out, it's a VERY neat way to build agentic LLM-backed programs using all the goodness types and structured outputs give you. The agent framework you won't hate? Groq + PydanticAI = 🚀 https://github.com/pydantic/pydantic-ai/pull/8424 Nov 2024 20:37 +0000at://did:plc:qcr4t5h5e6rbiljen2vrmaps/app.bsky.feed.post/3lbpue5i3ts26https://bsky.app/profile/ricklamers.bsky.social/post/3lbprc4dhd22vKarazhan (raid) according to FLUX 1 Schnell24 Nov 2024 19:42 +0000at://did:plc:qcr4t5h5e6rbiljen2vrmaps/app.bsky.feed.post/3lbprc4dhd22vhttps://bsky.app/profile/ricklamers.bsky.social/post/3lbna37gh2s2aImage generation is just TOO MUCH FUN! Fast prompt generation with Groq ✅ Fast image generation with Fal.ai ✅ Open Source (MIT) ✅ ⚙️ pip install pyimagen23 Nov 2024 19:28 +0000at://did:plc:qcr4t5h5e6rbiljen2vrmaps/app.bsky.feed.post/3lbna37gh2s2ahttps://bsky.app/profile/ricklamers.bsky.social/post/3lbcoa27zac2yPower of open! Groq hosted open source models + open Bsky platform data (through their API search). Search for your favorite topic on Bsky and get instant answers plus post links! Link: groq-bsky.vercel.app19 Nov 2024 14:42 +0000at://did:plc:qcr4t5h5e6rbiljen2vrmaps/app.bsky.feed.post/3lbcoa27zac2yhttps://bsky.app/profile/ricklamers.bsky.social/post/3lbcelbx3xk2nImportant reason to move to Bluesky: you can hack on it because the data is much easier to access 🔥 [contains quote post or other embedded content]19 Nov 2024 11:50 +0000at://did:plc:qcr4t5h5e6rbiljen2vrmaps/app.bsky.feed.post/3lbcelbx3xk2nhttps://bsky.app/profile/ricklamers.bsky.social/post/3lbcctur3t22zThis meme holds surprisingly well. AWS ushered in an era where infra was no longer a differentiating factor, all startups built on cloud and moats continued to exist (network effects, momentum, proprietary data, etc.). AI APIs = new cloud layer.19 Nov 2024 11:19 +0000at://did:plc:qcr4t5h5e6rbiljen2vrmaps/app.bsky.feed.post/3lbcctur3t22zhttps://bsky.app/profile/ricklamers.bsky.social/post/3lbccivcqz22z"if you can compress data well, you understand its patterns" Low loss on training error + highly compressible hypothesis = strong generalization19 Nov 2024 11:12 +0000at://did:plc:qcr4t5h5e6rbiljen2vrmaps/app.bsky.feed.post/3lbccivcqz22zhttps://bsky.app/profile/ricklamers.bsky.social/post/3lbcbgbefx22eI love how bolt.new invites you to try new stacks, like building with Remotion for programmatic video generation.19 Nov 2024 10:53 +0000at://did:plc:qcr4t5h5e6rbiljen2vrmaps/app.bsky.feed.post/3lbcbgbefx22ehttps://bsky.app/profile/ricklamers.bsky.social/post/3jwtlquhec22mOpenAI has been slow to roll out ChatGPT Code Interpreter access to everyone (including me). So I thought it would be fun to code my own version, you can use it today and it's Open Source! https://github.com/ricklamers/gpt-code-ui29 May 2023 03:10 +0000at://did:plc:qcr4t5h5e6rbiljen2vrmaps/app.bsky.feed.post/3jwtlquhec22mhttps://bsky.app/profile/ricklamers.bsky.social/post/3jwlo6ecnes2lGreat example of why mathematical understanding of eg matrix decompositions is key for optimizing existing methods. You might not need math to utilize other people’s work in machine learning but be prepared to bring a mathematical toolkit if you’re looking to innovate. https://lightning.ai/pages/community/tutorial/lora-llm/25 May 2023 23:32 +0000at://did:plc:qcr4t5h5e6rbiljen2vrmaps/app.bsky.feed.post/3jwlo6ecnes2l