iHore/vLLM

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01af92e175 [Feature][Model Runner V2] Support extract_hidden_states speculation (#49811 )

Signed-off-by: Zupeng Wang <71580390+zupengwang@users.noreply.github.com>
Signed-off-by: Misha Goin <mgoin64@gmail.com>
Co-authored-by: OpenAI <support@openai.com>
Co-authored-by: Misha Goin <mgoin64@gmail.com>
Co-authored-by: OpenAI Codex <codex@openai.com>

2026-08-20 11:13:43 -04:00

..

[Model Runner V2] Support num NaNs in logits (#30187 )

2025-12-09 10:00:49 -08:00

[ModelRunnerV2] Support prompt embeds (#42963 )

2026-08-17 21:58:50 +00:00

[ModelRunnerV2] Support prompt embeds (#42963 )

2026-08-17 21:58:50 +00:00

[ModelRunner v2] Enable decoder token-wise pooling (#50931 )

2026-08-06 22:21:52 +00:00

[Core][V1] Support trace_decode_token_ids for deterministic decode replay (#46701 )

2026-08-20 15:12:43 +08:00

[Feature][Model Runner V2] Support extract_hidden_states speculation (#49811 )

2026-08-20 11:13:43 -04:00

__init__.py

GPU Model Runner V2 (#25266 )

2025-11-21 08:20:55 -08:00

async_utils.py

[Feature] Mask Replay (#49577 )

2026-08-13 08:44:31 +00:00

attn_utils.py

[5/N][KV-Cache Layout Refactor] Backend-published KV packing via customize_spec (#51704 )

2026-08-14 09:47:55 -04:00

block_table.py

[Kimi-K3] support DCP partial prefix cache hit (#50493 )

2026-08-17 17:05:51 -07:00

buffer_utils.py

[Core] Ensure memory is pinned prior to async h2d copy (#45424 )

2026-06-20 20:02:24 -07:00

cp_utils.py

[Spec decode] Support Kimi-K3 DCP with DSpark (#52188 )

2026-08-17 13:08:45 -07:00

cudagraph_utils.py

[Spec Decode] DSpark confidence-scheduled verification (#47808 )

2026-08-12 12:27:48 -07:00

dp_utils.py

[Spec Decode] DSpark confidence-scheduled verification (#47808 )

2026-08-12 12:27:48 -07:00

ec_connector.py

[EC Connector] Added Build Connector Worker Meta for EC Connector (#49585 )

2026-08-15 15:40:38 -07:00

eplb_utils.py

[Elastic EP] Reduce eager-mode reconfiguration downtime (#51885 )

2026-08-19 02:13:06 +00:00

input_batch.py

[Spec Decode] DSpark confidence-scheduled verification (#47808 )

2026-08-12 12:27:48 -07:00

kv_connector.py

[Core] Cleanup KVConnector handling with PP + fix MRV2 (#43732 )

2026-05-28 13:12:03 -07:00

lora_utils.py

[BugFix][MRV2] Don't create dummy requests longer than max_model_len (#49751 )

2026-07-27 02:04:20 +00:00

model_runner.py

[Feature][Model Runner V2] Support extract_hidden_states speculation (#49811 )

2026-08-20 11:13:43 -04:00

pcp_manager.py

[Bugfix][MRV2] Require all requests to be decoding for uniform-decode dispatch (#51865 )

2026-08-11 17:15:06 -07:00

pp_utils.py

[XPU] Fix PP accuracy on XPU device (#47253 )

2026-07-07 09:17:27 +08:00

README.md

GPU Model Runner V2 (#25266 )

2025-11-21 08:20:55 -08:00

shutdown.py

[MRV2] Add shutdown() method (#41297 )

2026-05-02 21:06:30 -07:00

states.py

[Model Runner V2][Spec Decode] Add multi-layer MTP speculator (#48892 )

2026-07-30 15:54:15 -07:00

structured_outputs.py

[Bugfix][Spec Decode][Structured Output] DSpark: fix the grammar bitmask mapping when the draft budget is zero (#52436 )

2026-08-16 11:09:23 +00:00

warmup.py

[Bugfix][MRV2] Reserve spec-decode lookahead blocks in V2 warmup (#51438 )

2026-08-08 23:58:43 +00:00

README.md

[Experimental] Model Runner V2

This directory contains the new model runner which is under active development. Ping Woosuk Kwon for any changes.