Add blog post: Glassbox — Grab vLLM's Attention#183
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Add blog post: Glassbox — Grab vLLM's Attention#183dmaniloff wants to merge 6 commits intovllm-project:mainfrom
dmaniloff wants to merge 6 commits intovllm-project:mainfrom
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Introduces glassbox, a vLLM plugin for extracting structured signals from transformer attention during inference. Covers research-informed signals, matrix-free SVD for inference efficiency, and vLLM-native integration via custom attention backends. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com> Signed-off-by: Diego Maniloff <diego.maniloff@gmail.com>
…ision - Add LapEigvals (EMNLP 2025) as 5th signal group - Update YAML config to current signal names (spectral, routing, tracker, selfattn, laplacian) - Add "Running glassbox" section with three run modes (vllm serve, glassbox-run, glassbox-extract) - Add signal emission subsection (JsonlHandler, OtelHandler, custom handlers) - Rewrite vision section around closing the loop: inline detection, RFC #36998 ABORT/CONTINUE, external serving, llm-d shadow mode - Fix post-softmax description: clarify difference from FlashAttention tiling Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> Signed-off-by: Diego Maniloff <diego.maniloff@gmail.com>
Show actual glassbox-run command and cleaned-up log output from a real OPT-125m run. Add "What the features tell you" subheading for the ratio trajectory table. Update table values to match real run. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> Signed-off-by: Diego Maniloff <diego.maniloff@gmail.com>
Signed-off-by: Diego Maniloff <diego.maniloff@gmail.com>
Signed-off-by: Diego Maniloff <diego.maniloff@gmail.com>
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> Signed-off-by: Diego Maniloff <diego.maniloff@gmail.com>
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Summary
Post structure
Three design pillars:
vllm.general_plugins, no source modificationsAlso covers:
vllm serve,glassbox-run,glassbox-extract