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yousef_g

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  4. Show HN: MaximusLLM – Train 262k-vocab LLMs on a single 16GB GPU (github.com)

    Hi HN, I built this because I wanted to see if I could pre-train large-vocabulary LLMs (like Gemma with 262k tokens) on hardware accessible to independent researchers. Standard exact Cross-Entropy instantly OOMs on 16GB…

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  5. Ghost Logits: Simulating missing partition mass in sampled softmax [pdf] (github.com)
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  6. Show HN: MaximusLLM, Breaking transformer's O(N^2) and O(V) scaling bottlenecks (github.com)
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  7. MaximusLLM: High-Speed Architecture via Ghost Logits and Random Latent Attention (github.com)
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  8. Self-Adapting Language Models (jyopari.github.io)
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  9. I have reimplemented Stable Diffusion 3.5 from scratch in pure PyTorch (github.com)
    481 points 81
  10. Deepseek-R1 32B Training with Supervised Fine-Tuning (kaggle.com)
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  12. Ask HN: Any DIY Hardware tutorials out there?

    I'm looking for something similar for: https://github.com/codecrafters-io/build-your-own-x Like something with building hardware projects and teaching you how they did it. It could be any useful general hardware build…

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  14. Magna: Embedding similarity search tool for searching within large documents (github.com)
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  15. RustyChat: Asynchronous local chat server written in Rust (github.com)
    2 points 0
  16. Networking Tutorial Playlist by Ben Eater (youtube.com)
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  17. Open Source Twitter Bot (github.com)
    4 points 2