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#llama-cpp

llama.cpp · 2 field reports

Filed under Local AI (2). All tags.

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  1. Local AI · 8 min read

    How ubatch=1024 Won the Benchmark and Lost the Ability to Speak

    A 6% prefill improvement, five failed conversations, and one tiny silicon cult chanting the unused32 token.

    Rejected — the narrow prefill win concealed catastrophic generation and tool-call failures.

  2. Local AI · 9 min read

    Qwen3.8 Flash-Next on One Arc Pro B70

    Fifteen tokens per second, one extremely narrow memory edge, and several acceleration ideas asked to leave the laboratory.

    Promising isolated batch-worker profile, not a production route.