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• 5e714f7ff4 [ROCm][CI] Fix HuggingFace flash_attention_2 accuracy issue in Isaac vision encoder (#32233) Andreas KaratzasandGitHub 2026-01-13 00:33:59 -06:00
• 1043ba3138 style: fix ruff format - remove extra blank lines wanglinian 2026-01-13 06:19:44 +00:00
• 11b6af5280 [ROCm][Bugfix] Fix Mamba batched decode producing incorrect output (#32099) v0.14.0rc1 Andreas KaratzasandGitHub 2026-01-12 23:46:53 -06:00
• 2a719e0865 [Perf] Optimize requests abort (#32211) Wentao YeandGitHub 2026-01-12 23:11:37 -05:00
• f243abc92d Fix various typos found in docs (#32212) Andrew BennettandGitHub 2026-01-12 21:41:47 -06:00
• 60b77e1463 [Frontend] Add reasoning_effort to OpenAIServing._preprocess_chat() (#31956) Sanghoon YoonandGitHub 2026-01-13 12:21:49 +09:00
• 15b33ff064 [Misc] improve warning/assert messages (#32226) cjackalandGitHub 2026-01-13 12:11:23 +09:00
• c6bb5b5603 [BugFix] Fix engine crash caused by chat tools + response_format (#32127) Nick HillandGitHub 2026-01-12 18:33:14 -08:00
• 9273a427b5 [Misc] Allow enabling NCCL for DP sync when async scheduling (#32197) Nick HillandGitHub 2026-01-12 18:03:08 -08:00
• 78d13ea9de [Model] Handle trust_remote_code for transformers backend (#32194) Cyrus LeungandGitHub 2026-01-13 09:30:12 +08:00
• 902ebda375 prefer sysmem wentao-prefer-sysmem-comm yewentao256 2026-01-12 16:53:34 -08:00
• a307ac0734 [responsesAPI] add unit test for optional function tool call id (#32036) 3 people 2026-01-12 19:14:54 -05:00
• a28d9f4470 [ROCm][CI] Handle pytest status code 5 when a shard isn't allocated any tests (#32040) Divakar VermaandGitHub 2026-01-12 16:35:49 -06:00
• 629584bfc9 [Kernel][MoE] fix computation order of MoE weight multiplication and improve flow (#31962) xuebwang-amdandGitHub 2026-01-13 06:17:30 +08:00
• 0a7dd23754 [Model Runner V2] Add support for M-RoPE (#32143) Woosuk KwonandGitHub 2026-01-12 13:37:43 -08:00
• dec28688c5 [Model Runner V2] Minor refactor for logit_bias (#32209) Woosuk KwonandGitHub 2026-01-12 13:08:30 -08:00
• 9f430c94bd [BUGFIX] Add missed remaping of the names of fp8 kv-scale (#32199) Vadim GimpelsonandGitHub 2026-01-13 00:42:06 +04:00
• f8bd8394e3 [NIXL][Bugfix] Failure logging overhaul + early metadata free on failure (#32031) Nicolò LucchesiandGitHub 2026-01-12 21:38:49 +01:00
• ca81811bfe [Model Runner V2] Support logit_bias, allowed_token_ids, min_tokens (#32163) Woosuk KwonandGitHub 2026-01-12 11:31:10 -08:00
• ad8818bb5e [Misc][BE] Type coverage for vllm/compilation [3/3] (#31748) Lucas KabelaandGitHub 2026-01-12 11:24:38 -08:00
• 08e8e99ce7 [Misc] Change log level for batch queue log (#32192) Nicolò LucchesiandGitHub 2026-01-12 19:59:31 +01:00
• 2be765b68a [BugFix] scheduler: Fix ordering preserving of skipped requests (#32173) Or OzeriandGitHub 2026-01-12 20:39:38 +02:00
• 16abe6b85a [Misc] Set default torch num threads for input processing (#31879) Roger WangandGitHub 2026-01-12 10:28:16 -08:00
• 1eb61ab34b [Refactor] EPLB rebalance algo to NumPy (#30697) Ilya MarkovandGitHub 2026-01-12 19:13:23 +01:00
• 3d962d72ab [BugFix] fix FusedMoE.make_expert_params_mapping in EXAONE-MoE (#32196) Kyungmin LeeandGitHub 2026-01-13 03:00:45 +09:00
• 20228cb851 [3/N][Attention] Move AttentionMetadata-related code from utils.py to backend.py (#32054) Matthew BonanniandGitHub 2026-01-12 12:13:56 -05:00
• 7c0d3c5152 [Benchmark] Share data between SLA runs (#32184) Cyrus LeungandGitHub 2026-01-13 01:12:22 +08:00
• 5b68107411 [Misc][PD] Fix get_attn_backend usage in transfer connectors (#31988) Nicolò LucchesiandGitHub 2026-01-12 18:10:05 +01:00
• 8fb2c135be [Bugfix] Fix stale SSM state for new Mamba requests scheduled as decode (#32118) Asaf Joseph GardinandGitHub 2026-01-12 19:02:38 +02:00
• 8863c2b25c [Model] Standardize pooling heads (#32148) Cyrus LeungandGitHub 2026-01-13 01:01:49 +08:00
• 3f72639d36 [FIX] Add NO_MUL activation support for modular kernel path (#31528) 6 people 2026-01-12 18:55:49 +02:00
• 6bc9c8473e [MODEL] New model support for kakaocorp/kanana-1.5-v-3b-instruct (#29384) Jaehyun AnandGitHub 2026-01-13 01:39:02 +09:00
• 63ed2409e8 Add K-EXAONE-236B-A23B (#31621) 4 people 2026-01-13 01:30:50 +09:00
• 95e53d907c doc: Update model references in supported_models.md (#32188) Andy ZhangandGitHub 2026-01-13 00:15:28 +08:00
• 0346396e94 [ROCm] [Bugfix] Fix order of mori build in Dockerfile.rocm_base (#32179) TJianandGitHub 2026-01-12 23:33:21 +08:00
• e68b0dad8b doc: Update model name for Qwen3-Coder in documentation (#32185) Andy ZhangandGitHub 2026-01-12 23:10:50 +08:00
• 9cddbdba6d OffloadingConnector: Add cpu_bytes_to_use configuration (#24498) Or OzeriandGitHub 2026-01-12 17:00:43 +02:00
• 49e6b86c91 [Feature] Support recording expert indices for rollout router replay (#28284) 4 people 2026-01-12 22:23:04 +08:00
• 0565f1fdec [P/D] Refactor mooncake connector sender thread using async coroutines (#31573) 3 people 2026-01-12 20:35:35 +08:00
• 9dbe1fe960 [Bugfix] Fix missing scale passing for encoder Triton Attention implementation (#32149) Isotr0pyandGitHub 2026-01-12 19:13:41 +08:00
• a5f89ae296 [Doc] Add documentation for offline API docs feature (#32134) RickyChen / 陳昭儒andGitHub 2026-01-12 18:33:48 +08:00
• 05e8981234 [Doc] Improve LoRA docs (#32159) 4 people 2026-01-12 18:19:17 +08:00
• 899541bdb1 [doc] fix broken links (#32158) XlKsytandGitHub 2026-01-12 18:18:38 +08:00
• d7b2e57097 [Frontend] Fix Flaky MCP Streaming Test (#32153) daniel-salibandGitHub 2026-01-12 02:03:32 -08:00
• 5e034f2e3d [cpu][bench] Add Fused MoE Micro Benchmark for CPU Backend (#32092) Andika RachmanandGitHub 2026-01-12 17:03:28 +07:00
• 22970c1626 [Misc] Disable default --ready-check-timeout-sec extra call in vllm bench (#30975) Nicolò LucchesiandGitHub 2026-01-12 10:58:21 +01:00
• 600aaab8d6 [Model] Remove incorrect SupportsPP from MTP models (#32150) Cyrus LeungandGitHub 2026-01-12 17:19:30 +08:00
• 60446cd684 [Model] Improve multimodal pooling examples (#32085) wang.yuqiandGitHub 2026-01-12 15:54:09 +08:00
• 9101dc756c [Model] Avoid hardcoding pooling type (#32119) Cyrus LeungandGitHub 2026-01-12 13:28:12 +08:00
• 025a32f9ed [Model Runner V2] Remove async barrier (#32083) Woosuk KwonandGitHub 2026-01-11 20:24:30 -08:00
• a69f0d5a7e Address code review feedback for KimiK25 model wanglinian 2026-01-12 04:10:51 +00:00
• 19504ac07f [Model Runner V2] Skip building deprecated fields in attn metadata (#32132) Woosuk KwonandGitHub 2026-01-11 14:31:04 -08:00
• 3df619ac94 [CI] fix test_concat_and_cache_mla_rope_fused (#32117) Jiangyun ZhuandGitHub 2026-01-11 23:11:11 +08:00
• d74132ca3b fix offline inference chat response prompt (#32088) Ning XieandGitHub 2026-01-11 22:01:18 +08:00
• a34abc49b7 [FixBug] Improve exception string in tensorizer.py (#31680) 3 people 2026-01-11 21:01:53 +08:00
• d70249e2e9 [Misc] fix this log format not space (#32112) rongfu.lengandGitHub 2026-01-11 21:01:16 +08:00
• a374532111 [CI/Build] Separate out flaky responses API tests (#32110) Cyrus LeungandGitHub 2026-01-11 21:01:12 +08:00
• cee7436a26 [Misc] Make scipy as optional audio/benchmark dependency (#32096) Isotr0pyandGitHub 2026-01-11 16:18:57 +08:00
• 4c16ba617f [KVConnector] OffloadingConnector: Fix bug in handling of preemptions (#29870) Or OzeriandGitHub 2026-01-11 10:05:36 +02:00
• bde57ab2ed [Hardware][AMD][CI][Bugfix] Fix AMD Quantization test group (#31713) MattandGitHub 2026-01-11 01:19:46 -06:00
• 9103ed1696 [CPU][BugFix] Disable AOT Compile for CPU (#32037) Fadi ArafehandGitHub 2026-01-11 07:15:49 +00:00
• 46eb30f519 make assume_32_bit_indexing configurable (#32044) Laith SakkaandGitHub 2026-01-10 23:15:46 -08:00
• 0dd63639be [MTP][GLM][Bugfix] Fixed .weight_scale loading logic that dropped MTP prediction accuracy with fp8+mtp (#32101) Andy LiuandGitHub 2026-01-10 23:14:54 -08:00
• ef96fa3f1f [Benchmark][2/2] Use spline interpolation to tune SLA variables (#32095) Cyrus LeungandGitHub 2026-01-11 12:27:27 +08:00
• 2a4dbe24ea [BugFix] Wait for compute before offloading KV to CPU (#31341) Or OzeriandGitHub 2026-01-11 00:25:08 +02:00
• 8020a60402 [Bugfix] Fix Qwen3-VL-Reranker model loading for sequence classification (#32089) 3 people 2026-01-11 04:40:09 +08:00
• e15a5ff07b [MISC] Add strict contiguity check for FlashInfer attention tensors (#32008) Vadim GimpelsonandGitHub 2026-01-11 00:40:05 +04:00
• 6ea001cfb7 [Bugfix][Quantization] Ensure input contiguity in per_token_quant_int8 (#31637) VensenandGitHub 2026-01-11 04:40:02 +08:00
• 1c46dea001 Revert "[Kernels][FI] Skip trtllm attention when num_kv_heads=1 (#308… (#31617) shyeh25andGitHub 2026-01-11 04:39:59 +08:00
• 028599739d [BugFix] scheduler: Fix resuming of preempted requests after async load (#31583) Or OzeriandGitHub 2026-01-10 22:39:25 +02:00
• d1fd802fa3 fused_moe_kernel - cast accumulator after applying router weights (#32002) gnovackandGitHub 2026-01-10 12:36:45 -08:00
• 543c23be78 [LoRA][Perf] Improve FusedMoE LoRA performance for small rank (#32019) Xin YangandGitHub 2026-01-10 11:04:18 -08:00
• b8bf5c45bb [Kernel] Optimize Sliding Window Attention in 3D Triton Kernel (#31984) jvlunterenandGitHub 2026-01-10 19:13:44 +01:00
• e6c6f2c79d [Quant] Support MXFP4 W4A16 for compressed-tensors dense models (#31926) Michael GoinandGitHub 2026-01-10 09:44:35 -05:00
• 07286ec5a6 [Bugfix] Fix integer overflow in Gemma3n audio processing (#31657) Jeremy TeboulandGitHub 2026-01-10 01:52:53 -08:00
• 14fc7a68c7 [Bugfix] fix offline chat output prompt (#32076) Ning XieandGitHub 2026-01-10 15:50:57 +08:00
• 5f2385a4c8 [Benchmark][1/2] Generalize SLA criterion validation from binary flags to margins (#32075) Cyrus LeungandGitHub 2026-01-10 15:11:03 +08:00
• a01a1c0d69 [Bugfix] fix encoder cache leak of waiting requests in scheduler to solve stuck in CPU scheduling (#31857) 3 people 2026-01-10 14:27:58 +08:00
• da6709c9fe [Misc] Delay deprecation of CommonAttentionMetadata properties (#32074) Lucas WilkinsonandGitHub 2026-01-10 00:06:44 -05:00
• d83becd503 [ROCm][CI] Fix flaky test_function_calling_with_stream and reduce schema test examples (#32063) Andreas KaratzasandGitHub 2026-01-09 23:02:35 -06:00
• 0c9614876e Update modelopt KV cache quantization resolution to new scheme (#31895) roikoren755andGitHub 2026-01-10 06:54:13 +02:00
• 583a90e005 [Refactor] Separate sequence and token pooling types (#32026) Cyrus LeungandGitHub 2026-01-10 12:53:24 +08:00
• 52d428295d [Core] Refactor ColumnParallelLinear: remove unused parameter and optimize forward (#31939) maangandGitHub 2026-01-10 12:19:49 +08:00
• c60578de0a [Bugfix][Hardware][AMD] Use dynamic WARP_SIZE in sampler vectorized_process (#31295) Kevin McKayandGitHub 2026-01-09 21:57:38 -06:00
• 80fead8bf6 Fuse RoPE and MLA KV-cache write (#25774) 5 people 2026-01-10 04:18:37 +01:00
• e45946bd91 feature/issac 0.2 (#31550) 3 people 2026-01-09 19:18:05 -08:00
• ea6d067a2a [Misc][LLaMa4] Compile LLaMa Vision Encoder (#30709) Lucas KabelaandGitHub 2026-01-09 19:01:38 -08:00
• abd9224280 resolve pydantic error in startup benchmark (#31348) Ning XieandGitHub 2026-01-10 10:41:27 +08:00
• 4dc0d606b7 [Bugfix] Narrow broad exceptions in compilation backends (#31616) 4 people 2026-01-09 20:39:22 -06:00
• ac0675ff6b [CI] Allow Deprecated Quantization For LM Eval Tests (#32065) Micah WilliamsonandGitHub 2026-01-09 20:10:47 -06:00
• e18464a57d [Perf] Optimize async scheduling placeholder using empty (#32056) Wentao YeandGitHub 2026-01-09 19:46:11 -05:00
• 1963245ed1 [Core] Use weights_only=True with torch.load (#32045) Russell BryantandGitHub 2026-01-09 19:28:57 -05:00
• 0308901975 [2/N][Attention] Fix pre-commit errors (#32052) Matthew BonanniandGitHub 2026-01-09 19:27:15 -05:00
• aaf4b70aae [Misc][BE] Type coverage for vllm/compilation [2/3] (#31744) Lucas KabelaandGitHub 2026-01-09 15:30:38 -08:00
• 3adffd5b90 [Misc] Enable async scheduling by default with spec decoding (#31998) Nick HillandGitHub 2026-01-09 15:09:34 -08:00
• 97ba96fbe9 [perf][async] support non cpu sync get logprob tensors for spec (#31336) zhrrrandGitHub 2026-01-10 05:24:51 +08:00
• 94578127a4 [NIXL] refine decoder side post process for heterogeneous BlockSize and kv_layout (#30275) Chendi.XueandGitHub 2026-01-09 15:22:19 -06:00
• 2612ba9285 [1/N][Attention] Restructure attention: move files (#31916) Matthew BonanniandGitHub 2026-01-09 16:10:24 -05:00
• 1f8b7c536b [responsesAPI] fix incomplete_messages for simple/parsable context (#31836) 3 people 2026-01-09 16:00:57 -05:00
• 0a0aa07747 [Quant] Make static quant support all group shapes (#30833) Lucas WilkinsonandGitHub 2026-01-09 15:49:27 -05:00