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raphael lee
36 posts

raphael lee
@raphsbl
eng intern @mercor_ai, hallucinating @uwaterloo
Katılım Nisan 2022
941 Takip Edilen405 Takipçiler

I trained a 12M parameter LLM on my own ML framework using a Rust backend and CUDA kernels for flash attention, AdamW, and more.
Wrote the full transformer architecture, and BPE tokenizer from scratch.
The framework features:
- Custom CUDA kernels (Flash Attention, fused LayerNorm, fused GELU) for 3x increased throughput
- Automatic WebGPU fallback for non-NVIDIA devices
- TypeScript API with Rust compute backend
- One npm install to get started, prebuilt binaries for every platform
Try out the model for yourself: mni-ml.github.io/demos/transfor…
Built with @_reesechong. Check out the repos and blog if you want to learn more.
Shoutout to @modal for the compute credits allowing me to train on 2 A100 GPUs without going broke
cc @sundeep @GavinSherry
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raphael lee retweetledi

Over 1 billion sandboxes have been launched on Modal.
Since launching three years ago, we've seen Modal Sandboxes become foundational to how AI is being built.
Today, teams like @Lovable, @tryramp, @cognition and more are using Modal Sandboxes to power everything from coding platforms and background agents to RL infrastructure at scale.
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It would be so crazy if someone took all these Epstein apps and turned them into training grounds for models to interact with these websites.
I could see a whole class of startups building in this space I think
aidan@aidanshandle
We cloned Amazon, except it's Epstein's order history
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why did i just get toronto-themed tim hortons merch in korea @TimHortons


Timhortons.kr@timhortons_kr
토론토의 가을은 큰 도시의 세련된 분위기 속에서도 조용하고 따뜻한 매력을 가지고 있어요. ⠀ 가을 햇살이 선명해지는 오후 고층 빌딩 사이로 비치는 황금빛 단풍 햇살과 거리마다 퍼지는 커피 향이 어우러져, 한층 고요하고 따듯한 온기를 품어 토론토의 가을을 더 특별하게 만들어 줍니다. ⠀ 바쁜 일상 속에서도 토론토의 가을을 느껴보고 싶다면, 팀홀튼 매장에서 토론토, 레드벨벳 피칸프랄린 라떼 한 잔을 즐겨보세요. ⠀ *해당 이미지는 캐나다 관광청 이미지를 사용하였습니다. ⠀ #timhortons #팀홀튼 #alwaysfresh #토론토 #Toronto #torontomoments
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did poke mention @marsxiang_ to every waterloo student who signed up
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raphael lee retweetledi

meet Shadow, a powerful open-source background coding agent!
fully featured with a remote environment, codebase indexing/wikis and subagents to understand, write and test your code, directly making PRs to github
built in a few weeks w/ @ishaandey_, @ElijahKurien
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