vllm
[Spec Decode] DSpark confidence-scheduled verification
#47808
Merged

[Spec Decode] DSpark confidence-scheduled verification #47808

LucasWilkinson
mergify mergify added qwen
mergify mergify added nvidia
mergify mergify added speculative-decoding
mergify mergify added v1
LucasWilkinson LucasWilkinson force pushed 90 days ago
LucasWilkinson LucasWilkinson force pushed 90 days ago
LucasWilkinson LucasWilkinson force pushed 90 days ago
mergify
mergify mergify added needs-rebase
LucasWilkinson LucasWilkinson force pushed 90 days ago
mergify mergify added performance
mergify mergify removed needs-rebase
LucasWilkinson LucasWilkinson force pushed 90 days ago
LucasWilkinson LucasWilkinson force pushed 90 days ago
LucasWilkinson LucasWilkinson force pushed 89 days ago
LucasWilkinson LucasWilkinson force pushed 89 days ago
LucasWilkinson LucasWilkinson force pushed 89 days ago
LucasWilkinson LucasWilkinson force pushed 89 days ago
LucasWilkinson LucasWilkinson force pushed 89 days ago
LucasWilkinson LucasWilkinson force pushed 88 days ago
LucasWilkinson LucasWilkinson force pushed 88 days ago
LucasWilkinson LucasWilkinson force pushed 88 days ago
LucasWilkinson LucasWilkinson force pushed 88 days ago
LucasWilkinson LucasWilkinson force pushed 88 days ago
LucasWilkinson LucasWilkinson force pushed 88 days ago
LucasWilkinson LucasWilkinson force pushed 88 days ago
LucasWilkinson LucasWilkinson force pushed 87 days ago
LucasWilkinson LucasWilkinson force pushed 86 days ago
LucasWilkinson LucasWilkinson force pushed 86 days ago
LucasWilkinson LucasWilkinson force pushed 85 days ago
LucasWilkinson LucasWilkinson changed the title [WIP][Spec Decode] DSpark capacity reallocation without sampler padding [WIP][Spec Decode] DSpark confidence-scheduled verification 85 days ago
LucasWilkinson LucasWilkinson force pushed 85 days ago
LucasWilkinson LucasWilkinson force pushed 85 days ago
LucasWilkinson LucasWilkinson force pushed 85 days ago
LucasWilkinson LucasWilkinson force pushed 85 days ago
mergify
mergify mergify added needs-rebase
sheep94lion
LucasWilkinson LucasWilkinson force pushed 83 days ago
mergify mergify removed needs-rebase
LucasWilkinson LucasWilkinson force pushed 83 days ago
LucasWilkinson LucasWilkinson force pushed 83 days ago
LucasWilkinson LucasWilkinson force pushed 83 days ago
LucasWilkinson LucasWilkinson force pushed to 5716900b 83 days ago
LucasWilkinson LucasWilkinson force pushed 83 days ago
LucasWilkinson LucasWilkinson force pushed 82 days ago
LucasWilkinson LucasWilkinson marked this pull request as ready for review 82 days ago
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claude
claude commented on 2026-07-16
mergify
mergify mergify added needs-rebase
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LucasWilkinson LucasWilkinson force pushed 70 days ago
LucasWilkinson LucasWilkinson requested a review from NickLucche NickLucche 70 days ago
LucasWilkinson LucasWilkinson force pushed 70 days ago
mergify mergify removed needs-rebase
LucasWilkinson LucasWilkinson force pushed 70 days ago
LucasWilkinson LucasWilkinson force pushed 69 days ago
LucasWilkinson LucasWilkinson force pushed 69 days ago
LucasWilkinson LucasWilkinson force pushed 69 days ago
LucasWilkinson LucasWilkinson force pushed 69 days ago
LucasWilkinson LucasWilkinson force pushed 69 days ago
depthfirst-app
depthfirst-app commented on 2026-07-29
LucasWilkinson LucasWilkinson force pushed 69 days ago
LucasWilkinson LucasWilkinson force pushed 69 days ago
LucasWilkinson LucasWilkinson force pushed 69 days ago
LucasWilkinson LucasWilkinson force pushed 69 days ago
LucasWilkinson LucasWilkinson force pushed 68 days ago
LucasWilkinson LucasWilkinson force pushed 68 days ago
LucasWilkinson LucasWilkinson force pushed 68 days ago
LucasWilkinson LucasWilkinson force pushed 68 days ago
LucasWilkinson LucasWilkinson force pushed 68 days ago
LucasWilkinson LucasWilkinson force pushed 68 days ago
LucasWilkinson LucasWilkinson force pushed 68 days ago
LucasWilkinson LucasWilkinson force pushed 68 days ago
LucasWilkinson LucasWilkinson force pushed 68 days ago
LucasWilkinson LucasWilkinson force pushed 68 days ago
LucasWilkinson LucasWilkinson force pushed 68 days ago
LucasWilkinson LucasWilkinson changed the title [WIP][Spec Decode] DSpark confidence-scheduled verification [Spec Decode] DSpark confidence-scheduled verification 68 days ago
depthfirst-app
depthfirst-app commented on 2026-07-30
mergify
mergify mergify added mrv2
mergify mergify added needs-rebase
LucasWilkinson LucasWilkinson force pushed to 11514d65 67 days ago
mergify mergify removed needs-rebase
LucasWilkinson LucasWilkinson force pushed from f9b53d70 67 days ago
WoosukKwon WoosukKwon added ready
benchislett
benchislett commented on 2026-08-03
benchislett
benchislett commented on 2026-08-03
seongyun1104
chatgpt-codex-connector
mergify
mergify mergify added needs-rebase
LucasWilkinson [Spec Decode] DSpark adaptive verification
0d35edb2
LucasWilkinson [Spec Decode] Keep non-adaptive request ordering identical to main
a772e95f
LucasWilkinson [Spec Decode] Source decode max_q_len from attention metadata
c4c8eec0
LucasWilkinson [Spec Decode] Prune implementation-focused unit tests
ae28ecf5
LucasWilkinson [Spec Decode] Rename adaptive verification config knobs
f8c57028
LucasWilkinson [Spec Decode] Fall back to fixed-length verification without cost pro…
9c708552
LucasWilkinson [Spec Decode] Cap draft budget to one rejection-sampler chunk
cb068aac
LucasWilkinson [Spec Decode] Do not treat async draft placeholders as grammar-rejected
4cbe277a
LucasWilkinson [Spec Decode] Gate adaptive verification on LoRA, confidence head, mo…
75b15226
LucasWilkinson cleanup
48daecce
LucasWilkinson [Spec Decode] Drop cudagraph prefill-padding trim from SWA builder
5105a571
LucasWilkinson [Spec Decode] Resolve profiling step timings without a per-step sync
5b6ce974
LucasWilkinson cleanup
1ea4f64f
LucasWilkinson cleanup
4db5223b
LucasWilkinson fix precommit
aad37e15
LucasWilkinson [Spec Decode] Only require a topk buffer on compressed DSV4 layers
ea368ee3
LucasWilkinson Revert "[Spec Decode] Only require a topk buffer on compressed DSV4 l…
45a82012
LucasWilkinson [Spec Decode] Require a topk buffer only where it is read
e5655838
LucasWilkinson minor cleanup
e6e8bea2
LucasWilkinson cleanup
da62b61d
LucasWilkinson wip: review comments
af4751b5
LucasWilkinson [Spec Decode] Inherit target quantization for the DSV4 DSpark draft
70596c82
LucasWilkinson [Spec Decode] Compute draft confidences in the topk sampling path too
eed2eefe
LucasWilkinson LucasWilkinson force pushed to eed2eefe 63 days ago
LucasWilkinson LucasWilkinson requested a review from tjtanaa tjtanaa 63 days ago
LucasWilkinson LucasWilkinson requested a review from dllehr-amd dllehr-amd 63 days ago
LucasWilkinson LucasWilkinson requested a review from hongxiayang hongxiayang 63 days ago
WoosukKwon WoosukKwon removed review request from pavanimajety pavanimajety 62 days ago
WoosukKwon WoosukKwon removed review request from zyongye zyongye 62 days ago
WoosukKwon WoosukKwon removed review request from AndreasKaratzas AndreasKaratzas 62 days ago
WoosukKwon WoosukKwon removed review request from yewentao256 yewentao256 62 days ago
WoosukKwon WoosukKwon removed review request from WoosukKwon WoosukKwon 62 days ago
WoosukKwon WoosukKwon removed review request from alexm-redhat alexm-redhat 62 days ago
WoosukKwon WoosukKwon removed review request from hongxiayang hongxiayang 62 days ago
WoosukKwon WoosukKwon removed review request from dllehr-amd dllehr-amd 62 days ago
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WoosukKwon WoosukKwon removed review request from ywang96 ywang96 62 days ago
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WoosukKwon WoosukKwon requested a review from TheEpicDolphin TheEpicDolphin 62 days ago
TheEpicDolphin
TheEpicDolphin commented on 2026-08-04
mergify mergify removed needs-rebase
LucasWilkinson [Spec Decode] Rename max_chunk_logits helper to avoid shadowing
3c59d1e2
LucasWilkinson [Spec Decode] Align DSpark GSM8K eval config with the vLLM recipe
7ea349d6
benchislett
benchislett commented on 2026-08-05
benchislett
benchislett commented on 2026-08-05
benchislett
benchislett commented on 2026-08-05
benchislett
benchislett commented on 2026-08-06
benchislett
benchislett commented on 2026-08-06
benchislett
benchislett commented on 2026-08-06
LucasWilkinson review comments
387b0840
LucasWilkinson cleanup
e82c2b47
LucasWilkinson
LucasWilkinson review comments
49f9571b
benchislett
benchislett commented on 2026-08-06
benchislett
benchislett commented on 2026-08-06
benchislett
benchislett commented on 2026-08-06
benchislett
benchislett commented on 2026-08-06
benchislett
benchislett commented on 2026-08-06
LucasWilkinson Update vllm/config/speculative.py
e5933514
mergify
mergify mergify added needs-rebase
LucasWilkinson Merge remote-tracking branch 'upstream/main' into dspark-final
f7c227c8
LucasWilkinson review comments
01db35ac
LucasWilkinson LucasWilkinson requested a review from Harry-Chen Harry-Chen 60 days ago
LucasWilkinson LucasWilkinson requested a review from khluu khluu 60 days ago
LucasWilkinson LucasWilkinson requested a review from MatthewBonanni MatthewBonanni 60 days ago
mergify
mergify mergify added documentation
mergify mergify added ci/build
mergify mergify removed needs-rebase
LucasWilkinson
LucasWilkinson
github-actions
mgoin
mgoin commented on 2026-08-07
LucasWilkinson review comments
3becde2b
LucasWilkinson remove slop tests
d80ff5b6
mgoin
github-actions
LucasWilkinson CI fixes
6636dfed
LucasWilkinson
github-actions
LucasWilkinson Merge branch 'main' into codex/dspark-capacity-realloc
10c132ff
LucasWilkinson
github-actions
benchislett
benchislett commented on 2026-08-10
benchislett Apply suggestion from @benchislett
1160bceb
benchislett
github-actions
benchislett
benchislett approved these changes on 2026-08-10
mergify
mergify mergify added needs-rebase
LucasWilkinson [Doc] Fix adaptive verification default in docs
1854fdfb
njhill
njhill commented on 2026-08-10
njhill
njhill commented on 2026-08-10
LucasWilkinson review comments
a6ef5acc
LucasWilkinson Merge remote-tracking branch 'upstream/main' into pr47808
24fbcfb1
LucasWilkinson review comments
b67f2319
mergify mergify removed needs-rebase
njhill
njhill approved these changes on 2026-08-11
mgoin
github-actions
LucasWilkinson
mergify[bot] Merge branch 'main' into codex/dspark-capacity-realloc
a48eccc0
mgoin
github-actions
njhill
github-actions
njhill Merge branch 'main' into codex/dspark-capacity-realloc
aa72154a
njhill
LucasWilkinson fux test
7b032b5d
mergify
mergify mergify added needs-rebase
LucasWilkinson review refactors
5cd5b8a0
LucasWilkinson [Bugfix] Skip adaptive sizing for no-draft batches
e2e33533
LucasWilkinson
LucasWilkinson
github-actions
mergify mergify removed needs-rebase
xhdidi
LucasWilkinson
benchislett
github-actions
mgoin
mgoin
mgoin approved these changes on 2026-08-12
vllm-bot vllm-bot merged 7f7a32cf into main 55 days ago
xhdidi
weiguihua2
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