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feat(pflash): auto skip-park residency with VRAM estimate and OOM fallback - #747

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Graffioh wants to merge 31 commits into

Luce-Org:mainfrom

Graffioh:devin/pflash-skip-park-auto

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feat(pflash): auto skip-park residency with VRAM estimate and OOM fallback#747
Graffioh wants to merge 31 commits into
Luce-Org:mainfrom
Graffioh:devin/pflash-skip-park-auto

Commits on Sep 19, 2026
- feat(pflash): Qwen3.5-0.8B drafter scorer with segment probe and scoring head
  
  Graffioh
  and
  claude
  committed
  c56de9c
- feat(pflash): strict budget selection, explicit scorer query and compression trace
  
  Graffioh
  and
  claude
  committed
  2877e58
- test(pflash): selection and IPC coverage; README
  
  Graffioh
  and
  claude
  committed
  3814457
Commits on Sep 20, 2026
Commits on Sep 22, 2026
- feat(pflash): add a rank-based top_k selection mode
  
  Graffioh
  and
  claude
  committed
  1ee9cc1
- feat(pflash): rank segments with a document mass prior
  
  Graffioh
  and
  claude
  committed
  2455efb
- feat(pflash): force the headers of the best documents
  
  Graffioh
  and
  claude
  committed
  739a8c3
- Merge upstream/main: resolve dflash->luce rename against pflash reorg
  Graffioh
  committed
  6ac41fc
- pflash: derive the scorer query from the rendered chat tail
  
  Graffioh
  and
  devin-ai-integration[bot]
  committed
  3e65d3c
- revert(pflash): drop the document prior and forced document heads
  
  Graffioh
  and
  claude
  committed
  5418882
- fix(pflash): take the chat scorer query from the latest user turn
  
  Graffioh
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  claude
  committed
  903b714
- feat(pflash): score the turns after the query in agent loops
  
  Graffioh
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  claude
  committed
  8e7fc2c
- feat(pflash): spend the keep ratio on the droppable tokens
  
  Graffioh
  and
  claude
  committed
  7e57eab
- fix(pflash): never compress the system prompt
  
  Graffioh
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  claude
  committed
  36da944
- feat(pflash): multi-turn views that append, recall and rebuild
  
  Graffioh
  and
  claude
  committed
  613c71f
- feat(pflash): per-conversation drafter scoring sessions
  
  Graffioh
  and
  claude
  committed
  55475e6
- feat(pflash): multi-turn skeleton and history-query scoring
  
  Graffioh
  and
  claude
  committed
  55d7f9c
- feat(pflash): report compression and view details in usage timings
  
  Graffioh
  and
  claude
  committed
  2ce924a
Commits on Sep 23, 2026
- feat(pflash): compress only large follow-ups; recall switch; served trace
  
  Graffioh
  and
  claude
  committed
  71bee68
- feat(pflash): recall by attention lift; optional paragraph join
  
  Graffioh
  and
  claude
  committed
  d90c27e
- Merge remote-tracking branch 'upstream/main' into codex/pflash-segment-probe-experiment
  Graffioh
  committed
  a8de3b1
- feat(pflash): join kept pieces with paragraph breaks by default
  
  Graffioh
  and
  claude
  committed
  554953c
- feat(pflash): score chats from the prompt's last token
  
  Graffioh
  and
  claude
  committed
  b1c8fe5
- feat(pflash): recall by one lift gate, rebuild past a third of fresh
  
  Graffioh
  and
  claude
  committed
  63ccadd
- fix(pflash): rescore from scratch once on non-finite head scores
  
  Graffioh
  and
  claude
  committed
  5af2ed9
Commits on Sep 24, 2026
- feat(pflash): score the latest user turn's tail beside the prompt end
  
  Graffioh
  and
  claude
  committed
  4d011e6
- Merge #746 head (codex/pflash-segment-probe-experiment) into devin/pflash-skip-park-auto
  
  Graffioh
  and
  claude
  committed
  fb6ac0f
- Merge upstream/main into devin/pflash-skip-park-auto
  
  Graffioh
  and
  claude
  committed
  12aaf57
- fix(pflash): skip-park fallback only on OOM, keep-loaded only on the auto estimate, VMM-scoped guard
  
  Graffioh
  and
  claude
  committed
  847c26e

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feat(pflash): auto skip-park residency with VRAM estimate and OOM fallback - #747

feat(pflash): auto skip-park residency with VRAM estimate and OOM fallback#747
Graffioh wants to merge 31 commits into
Luce-Org:mainfrom
Graffioh:devin/pflash-skip-park-auto

Commits on Sep 19, 2026

feat(pflash): Qwen3.5-0.8B drafter scorer with segment probe and scoring head

feat(pflash): strict budget selection, explicit scorer query and compression trace

test(pflash): selection and IPC coverage; README

Commits on Sep 20, 2026

feat(pflash): auto skip-park residency with VRAM estimate and OOM fallback

refactor(pflash): move Qwen3.5 drafter to src/pflash, drop Qwen3-0.6B scorer

docs(pflash): clarify pflash vs pflash_drafter boundary

Commits on Sep 22, 2026

feat(pflash): add a rank-based top_k selection mode

feat(pflash): rank segments with a document mass prior

feat(pflash): force the headers of the best documents

Merge upstream/main: resolve dflash->luce rename against pflash reorg

pflash: derive the scorer query from the rendered chat tail

revert(pflash): drop the document prior and forced document heads

fix(pflash): take the chat scorer query from the latest user turn

feat(pflash): score the turns after the query in agent loops

feat(pflash): spend the keep ratio on the droppable tokens

fix(pflash): never compress the system prompt

feat(pflash): multi-turn views that append, recall and rebuild

feat(pflash): per-conversation drafter scoring sessions

feat(pflash): multi-turn skeleton and history-query scoring

feat(pflash): report compression and view details in usage timings

Commits on Sep 23, 2026

feat(pflash): compress only large follow-ups; recall switch; served trace

feat(pflash): recall by attention lift; optional paragraph join

Merge remote-tracking branch 'upstream/main' into codex/pflash-segment-probe-experiment

feat(pflash): join kept pieces with paragraph breaks by default

feat(pflash): score chats from the prompt's last token

feat(pflash): recall by one lift gate, rebuild past a third of fresh

fix(pflash): rescore from scratch once on non-finite head scores

Commits on Sep 24, 2026

feat(pflash): score the latest user turn's tail beside the prompt end

Merge #746 head (codex/pflash-segment-probe-experiment) into devin/pflash-skip-park-auto

Merge upstream/main into devin/pflash-skip-park-auto

fix(pflash): skip-park fallback only on OOM, keep-loaded only on the auto estimate, VMM-scoped guard