TurboQuant KV Compression and SSD Expert Streaming for M5 Pro and IOS
⚡ Native Swift LLM inference server for Apple Silicon. OpenAI-compatible API, SSD streaming for 100B+ MoE models, TurboQuant KV cache compression, + iOS iPhone app. - SharpAI/SwiftLM
Although I'm interested in both topics (KV compression and attempts to stream MoE models from storage) this is at least the 10th vibecoded project on this topic I've seen today alone across HN, Twitter, and some subreddits I visit.
At least this one gave credit to the upstream projects which it used as a reference.
The llama.cpp project is also getting a wave of vibecoded PRs that are very clearly being produced by pointing claude at the repo and the original paper and having it produce something.
Almost none of these attempts contain information that really matters, like actual benchmark tests with differen KV quantization levels (not just perplexity or KLD).
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