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Samro ✨
2,351 posts
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@jacobsamro

Samro ✨

@jacobsamro
Decoding brains, one neuron at a time. I build softwares to relax
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samro.in
Born August 14
Joined June 2011
515 Following
637 Followers
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  • @jacobsamro
    Samro ✨
    @jacobsamro
    Sep 29
    6.1 Sol is a good model. But sadly Opus 5.5 exist
  • @jacobsamro
    Samro ✨
    @jacobsamro
    Sep 10
    Hot / global KV stays in GPU HBM. CSA2 + FP4 compression brings this down to about 890 bytes per token (roughly 1/4 of V4-Flash). This is the part the model needs instantly during decode Amazing!!!😋
    @deepseek_ai
    DeepSeek
    @deepseek_ai
    Sep 10
    Replying to @deepseek_ai
    💾 Smaller KV cache. Bigger savings. Compared with the previous generation, V4.1-Flash’s KV cache needs just: 🔹 1/4 the HBM 🔹 1/8 the SSD storage Cache-hit charges often account for a large share of agent costs. Compressing the cache cuts those costs significantly. 3/6
    Image
  • @jacobsamro
    Samro ✨
    @jacobsamro
    Sep 10
    Wait. What 🙌
    @deepseek_ai
    DeepSeek
    @deepseek_ai
    Sep 10
    Replying to @deepseek_ai
    💾 Smaller KV cache. Bigger savings. Compared with the previous generation, V4.1-Flash’s KV cache needs just: 🔹 1/4 the HBM 🔹 1/8 the SSD storage Cache-hit charges often account for a large share of agent costs. Compressing the cache cuts those costs significantly. 3/6
    Image
  • @jacobsamro
    Samro ✨
    @jacobsamro
    Aug 25
    Much needed one. 320 of 512 GB were just targets 😑
    @rustrover
    RustRover, a JetBrains IDE
    JetBrains
    @rustrover
    Aug 25
    Rust target directories are getting smaller! 🦀 Cargo is rolling out a nightly experiment that reduces duplicated metadata in build artifacts. Size reductions of up to 33% in testing 👇 blog.rust-lang.org/inside-rust/20… #rustlang #cargo #nightly
  • @jacobsamro
    Samro ✨
    @jacobsamro
    Aug 3
    @vast_ai vast.ai is returning NXDOMAIN globally (all resolvers) - whole domain, not just one proxy. Console's down too. What's going on? 👀
    3
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