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v0.7.0 - ops/CLI wave, KD tokenizer guard, benchmark negative results

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@log0u7 log0u7 released this 28 Oct 19:59
· 157 commits to main since this release
1c9aa0d

Retroactive cut of the Oct 28 afternoon wave.

New CLI surface (replaces the ad-hoc host scripts)

  • brainforge ops status / ops log: run-state and log inspection with encoding fallback (#64)
  • brainforge dataset filter --sidecar (#64) and dataset split --sidecar (#65)
  • brainforge pipeline kd-pass: per-case KD generation with resume, per-case timeout, sidecar-aligned assembly (#66)
  • brainforge config set / config set-model (#67)
  • brainforge train evaluate --base: base-model perplexity, comparable numbers (#64)
  • brainforge providers check-logprobs: KD teacher signal probe (#72)
  • brainforge train runs: summary table over every run (#73)

KD science + guard

  • Benchmark negative results documented: a cross-tokenizer teacher drove the student to 20.07 ppl (worse than the 12.61 baseline); bimodal loss curve; tokenizer-family guard warns before training (#68, #69, #70).