3 people c4fc3c7d32 [Bugfix][Spec Decode] Per-module LM heads for multi-layer MTP on Model Runner V2 (#58921) ...

Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Co-authored-by: chanh <channguyen@nvidia.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>

2026-10-01 01:09:14 -07:00

..

assets

Add pydocstyle to the ruff rules (#52136)

2026-09-16 16:44:29 +00:00

benchmarks

[Benchmark] Add sweep warmup and failure recovery (#57305)

2026-09-30 11:16:41 +08:00

compilation

[UX] Tag torch.compile log lines with the component being compiled (#48133)

2026-09-30 10:34:31 +00:00

config

[Feature][Spec Decode] Support sampling mask replay for MRV2 MTP (#59359)

2026-10-01 13:51:39 +08:00

cute_utils

[Bugfix] Support CuTe DSL 4.8.0 block-scale API (#59480)

2026-10-01 02:30:06 +00:00

device_allocator

[Bugfix] Don't drop the rest of the allocator config when toggling expandable segments (#57982)

2026-09-25 17:34:19 -05:00

distributed

[Model Runner V2] Support randomized dummy inputs (#58411)

2026-10-01 00:52:26 -07:00

engine

[Metrics] Add --custom-histogram-buckets to override histogram bucket families (#48867)

2026-10-01 01:03:39 +00:00

entrypoints

[Bugfix] Preserve sampling masks in DELTA and TITO streaming outputs (#55935)

2026-10-01 14:43:38 +08:00

inputs

[Deprecation] Remove assistant_token_mask support (#57520)

2026-09-19 00:17:51 +08:00

ir

Add pydocstyle to the ruff rules (#52136)

2026-09-16 16:44:29 +00:00

kernels

[Refactor] Move auxiliary files out of the repository root (#58572)

2026-09-24 12:38:56 -07:00

logging_utils

[Core][Logging] Fix JSON logging process decoration (#57957)

2026-09-25 10:12:28 -06:00

lora

[LoRA] Support variable num_labels for sequence classification (#57766)

2026-09-28 14:58:35 +00:00

model_executor

[Bugfix][Spec Decode] Per-module LM heads for multi-layer MTP on Model Runner V2 (#58921)

2026-10-01 01:09:14 -07:00

models

[Bugfix][Spec Decode] Per-module LM heads for multi-layer MTP on Model Runner V2 (#58921)

2026-10-01 01:09:14 -07:00

multimodal

[Security] Authenticate shared-memory multimodal cache handles (#59357)

2026-09-30 05:16:26 -07:00

parser

[Frontend] Enrich chat_parsing streaming events (#58603)

2026-10-01 11:13:13 +08:00

platforms

[XPU][CI] Make test_mamba_prefix_cache block-size agnostic (#58269)

2026-09-29 07:12:43 +08:00

plugins

Add pydocstyle to the ruff rules (#52136)

2026-09-16 16:44:29 +00:00

profiler

[Profiler] Unify platform-aware torch profiling (#57460)

2026-09-20 19:17:23 -07:00

ray

Add pydocstyle to the ruff rules (#52136)

2026-09-16 16:44:29 +00:00

reasoning

[Frontend] Support strict MiMo-V2.6 tool calling (#58019)

2026-09-29 12:47:47 +00:00

renderers

[Security] Fix chat template resource-exhaustion DoS (GHSA-4hhp-h66f-… (#50300)

2026-09-30 08:32:00 -07:00

snapshot

[Frontend] Add reusable TP1 initialized-engine snapshots (#51360)

2026-09-21 23:18:49 +00:00

third_party

Add pydocstyle to the ruff rules (#52136)

2026-09-16 16:44:29 +00:00

tilelang_utils

[Bugfix][ROCm][GLM-5.3-Flash] Apply deferred tilelang.jit already on attribute access (#57192)

2026-09-17 12:02:39 +00:00

tokenizers

[Bugfix][Tokenizer] Fix off-by-one max_token_id from vocab_size (#59491)

2026-10-01 05:43:30 +00:00

tool_parsers

[Bugfix][Frontend] Constrain forced named tool choice with empty parameters to a JSON object (#45290)

2026-09-30 05:44:35 +00:00

tracing

Add pydocstyle to the ruff rules (#52136)

2026-09-16 16:44:29 +00:00

transformers_utils

[MM] Enable device normalization for Llama Nemotron VL Embed/Rerank (#57928)

2026-09-29 08:33:52 +00:00

triton_utils

[Feature] Triton kernel dispatcher (#43048)

2026-09-25 04:07:43 +00:00

usage

[Bugfix] Close usage telemetry HTTP sessions (#51219)

2026-08-08 00:29:36 +00:00

utils

[Kimi-K3] Add FlashInfer speculative KDA backend (#54255)

2026-10-01 02:28:50 +00:00

v1

[Bugfix][Spec Decode] Per-module LM heads for multi-layer MTP on Model Runner V2 (#58921)

2026-10-01 01:09:14 -07:00

vllm_flash_attn

[Kernel] Resubmit PR 48666 - Gemma4 FP8 KV FA4 head dim 512 backend selection (#53175)

2026-09-23 20:29:06 -07:00

__init__.py

Add pydocstyle to the ruff rules (#52136)

2026-09-16 16:44:29 +00:00

_aiter_ops.py

[ROCm][Perf] Add opt-in a4w4 (FP4 activation) MoE for DeepSeek V4.1 on AITER (#58819)

2026-09-30 15:07:44 +08:00

_custom_ops.py

[CPU] Conv1d optimised kernel for aarch64 (#54093)

2026-09-30 20:23:42 +08:00

_xpu_ops.py

[XPU] Dispatch nn.LayerNorm to fused SYCL kernel via CustomOp (#57172)

2026-09-30 12:19:33 +00:00

collect_env.py

[XPU] fix collecting oneccl version info (#47104)

2026-08-04 11:53:28 +00:00

connections.py

Reject oversized media before fully downloading it (#51896)

2026-08-24 01:15:09 +00:00

env_override.py

[Bugfix] Backport Inductor custom-op pattern matching fix (#58189)

2026-09-22 14:26:49 -07:00

envs.py

[CPU][Zen] Add DA8W4 (W4A8) int4 support for dense and MoE layers (#54024)

2026-10-01 15:18:25 +08:00

exceptions.py

Add pydocstyle to the ruff rules (#52136)

2026-09-16 16:44:29 +00:00

forward_context.py

[PCP] Support prefill context parallelism with data parallelism (#57075)

2026-09-23 22:32:36 -04:00

logger.py

[Bugfix][Logging] Preserve application log record factories (#58747)

2026-09-28 13:20:16 +00:00

logits_process.py

[Refactor] Remove dead code multiple places (#58002)

2026-09-22 16:36:03 -04:00

logprobs.py

Add pydocstyle to the ruff rules (#52136)

2026-09-16 16:44:29 +00:00

model_inspection.py

…

outputs.py

[Bugfix] Preserve sampling masks in DELTA and TITO streaming outputs (#55935)

2026-10-01 14:43:38 +08:00

pooling_params.py

Add pydocstyle to the ruff rules (#52136)

2026-09-16 16:44:29 +00:00

py.typed

…

sampling_params.py

[Feature] Add fixed-token prefill scoring (#54335)

2026-09-28 07:50:09 -07:00

scalar_type.py

[Quantization] Enable humming wNaM asymmetric quant (zero_point) with compressed-tensors (#46528)

2026-09-23 10:23:11 -04:00

scripts.py

…

sequence.py

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tasks.py

[Frontend] Move api_server.py out openai folder (#52131)

2026-08-19 09:43:46 +00:00

version.py

[CI] Allowlist-shrink batch 1: wire 17 root-level tests + drop 5 stale watermarking entries into misc.yaml (#58055)

2026-09-27 22:23:46 -07:00