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• d49adea1f9 [Multimodal] Use fast processor for Qwen2/2.5-VL (#19789) Woosuk KwonandGitHub 2025-06-18 15:49:40 -07:00
• 14fdd21d39 [Core] More fixes to MultiModalEmbeddings type handling (#19715) Russell BryantandGitHub 2025-06-18 18:48:29 -04:00
• 04fefe7c9a [TPU] Update torch-xla version to include paged attention tuned block change (#19813) QiliangCuiandGitHub 2025-06-18 15:41:13 -07:00
• 3b523e38d9 [Core] Do not copy array during hashing (#19484) Lukas GeigerandGitHub 2025-06-18 23:36:55 +01:00
• 16c16301c8 Disable "Forbid direct 'import triton'" check for vllm/triton_utils/importing.py in an extensible way (#19783) afeldman-nmandGitHub 2025-06-18 18:08:00 -04:00
• 2b5ad9f233 fixes - use-fp8-dispatch Varun Sundar RabindranathandTyler Michael Smith 2025-06-18 11:15:48 -07:00
• 9206d0ff01 docs: fix Slack bulletpoint in README (#19811) Nathan WeinbergandGitHub 2025-06-18 16:47:08 -04:00
• a89209b78d [v1] Support mamba2 (#19327) Chen ZhangandGitHub 2025-06-19 04:34:15 +08:00
• ffacb222cb [Docs] Add Huzaifa Sidhpurwala to vuln mgmt team doc (#19808) Russell BryantandGitHub 2025-06-18 16:22:28 -04:00
• 299f829180 DeepGEMM LL optimizations Tyler Michael Smith 2025-06-18 20:09:51 +00:00
• 104a984e6a Merge remote-tracking branch 'nm/varun/deepep-fp8-dispatch' into ll_deepgemm_opt Tyler Michael Smith 2025-06-18 19:35:02 +00:00
• 12575cfa7a [Bugfix] fix RAY_CGRAPH_get_timeout is not set successfully (#19725) ChaunceyandGitHub 2025-06-19 01:26:16 +08:00
• 8b6e1d639c [Hardware][AMD] integrate aiter chunked prefill into vllm (#18596) 4 people 2025-06-18 23:46:51 +08:00
• 8de2fd39fc deep_ep + use_fp8_dispatch Varun Sundar Rabindranath 2025-06-18 07:32:15 -07:00
• 735a9de71f [Qwen] Add tagging rule for Qwen related PRs (#19799) Lu FangandGitHub 2025-06-18 22:26:43 +08:00
• 257ab95439 [Platform] Allow platform use V1 Engine by default (#19792) wangxiyuanandGitHub 2025-06-18 21:03:36 +08:00
• cca91a7a10 [doc] fix the incorrect label (#19787) 3 people 2025-06-18 18:30:58 +08:00
• f04d604567 [Minor] Zero-initialize attn output buffer (#19784) Woosuk KwonandGitHub 2025-06-17 23:59:27 -07:00
• 19a53b2783 [V1] Decouple GPU and TPU InputBatch (#19778) afeldman-nmandGitHub 2025-06-18 02:38:13 -04:00
• eccdc8318c [V1][P/D] An native implementation of xPyD based on P2P NCCL (#18242) Zhonghua DengandGitHub 2025-06-18 14:32:36 +08:00
• 5f52a84685 [V1] Add API docs for EncoderCacheManager (#19294) Russell BryantandGitHub 2025-06-18 01:37:01 -04:00
• d4629dc43f [Misc] Add __str__ for RequestStatus (#19780) lkchenandGitHub 2025-06-17 20:03:01 -07:00
• 6e9cc73f67 [MISC] correct DeviceConfig device field static type analysis (#19699) Ning XieandGitHub 2025-06-18 08:21:50 +08:00
• c53711bd63 [MISC] correct copy_blocks src_to_dists param type (#19696) Ning XieandGitHub 2025-06-18 08:21:06 +08:00
• dac8cc49f4 [TPU] Update torch version to include paged attention kernel change (#19706) ChenyaaangandGitHub 2025-06-17 15:24:49 -07:00
• a44b1c951d [Feature][ROCm] Add full graph capture support for TritonAttentionBackend (#19158) Charlie FuandGitHub 2025-06-17 16:03:06 -05:00
• b447624ee3 [Bugfix] Fix faulty triton importing logic when using Ray for DP (#19734) Michael GoinandGitHub 2025-06-18 05:59:29 +09:00
• cda92307c1 [Misc] Update lmcache connector with the latest connector apis (#19441) Jiayi YaoandGitHub 2025-06-17 12:57:54 -07:00
• bf57ccc5c2 Remove sm120 arch from sm100 cutlass kernel arch list (#19716) Michael GoinandGitHub 2025-06-18 03:49:39 +09:00
• ffb2cd6b54 [Perf] Optimize moe_align_block_size CUDA kernel (#19572) 3 people 2025-06-17 14:49:26 -04:00
• ca94d7fa00 [Bugfix] Update multimodel models mapping to fit new checkpoint after Transformers v4.52 (#19151) Isotr0pyandGitHub 2025-06-17 23:58:38 +08:00
• 5a1c2e15d8 [Mis] remove duplicate engine status checks (#19647) CYJiangandGitHub 2025-06-17 23:17:38 +08:00
• 4c8f64faa7 [V1][Kernel] Flashinfer HND KV cache layout (#19280) Nicolò LucchesiandGitHub 2025-06-17 15:09:22 +02:00
• 93aee29fdb [doc] split "Other AI Accelerators" tabs (#19708) David XiaandGitHub 2025-06-17 09:05:29 -04:00
• 154d063b9f [doc][mkdocs] Add edit button to documentation (#19637) 3 people 2025-06-17 19:10:31 +08:00
• ccd7c05089 [Kernel] Add Split-KV Support to Unified Triton Attention Kernel (#19152) jvlunterenandGitHub 2025-06-17 12:45:07 +02:00
• c48c6c4008 Add a doc on how to update PyTorch version (#19705) Huy DoandGitHub 2025-06-17 03:10:37 -07:00
• aed8468642 [Doc] Add missing llava family multi-image examples (#19698) Isotr0pyandGitHub 2025-06-17 15:05:21 +08:00
• 5c76b9cdaf [Core] add remove_seq_from_computed_blocks_tracker to BlockSpaceManager (#19686) 3 people 2025-06-17 12:40:58 +08:00
• ddfed314f9 Fixes IMA for TP w/ flex-attention (#19712) Driss GuessousandGitHub 2025-06-16 21:01:50 -07:00
• 5b3ad5ecf2 [DOC] fix doc typos (#19600) Di LiuandGitHub 2025-06-17 11:34:53 +08:00
• ede5c4ebdf [Frontend] add chunking audio for > 30s audio (#19597) nguyenhoangthuan99andGitHub 2025-06-17 10:34:00 +07:00
• 07334959d8 [Wheel Size] Only build FA2 8.0+PTX (#19336) Lucas WilkinsonandGitHub 2025-06-16 23:32:49 -04:00
• 119f683949 [doc] add project flag to gcloud TPU command (#19664) David XiaandGitHub 2025-06-16 21:00:09 -04:00
• 0860087aff [Fix] Fall back to Gloo when NCCL backend is unavailable (#19641) Conroy CheersandGitHub 2025-06-17 10:42:14 +10:00
• 6bc7b57315 [Quantization] Remove FP4 emulation; Fall-back to marlin for device < 100 (#19563) Dipika SikkaandGitHub 2025-06-16 17:33:51 -04:00
• 90f9c2eb5c [V1] Change return type on get_multimodal_embeddings() (#19446) Russell BryantandGitHub 2025-06-16 13:32:15 -04:00
• 387bdf0ab9 [Model] Add support for MiniMaxM1ForCausalLM (shares architecture with MiniMaxText01ForCausalLM) (#19677) qscqeszeandGitHub 2025-06-17 00:47:14 +08:00
• 5e5baa91aa [Kernels] Use empty for modular MoE workspaces (#19667) bnellnmandGitHub 2025-06-16 10:58:01 -04:00
• 836d4ce140 [Bugfix] fix missing 'finish_reason': null in streaming chat (#19662) ChaunceyandGitHub 2025-06-16 22:10:39 +08:00
• c3fec47bb7 [MISC] bump huggingface_hub pkg to 0.33.0 (#19547) Ning XieandGitHub 2025-06-16 20:22:28 +08:00
• 1173804dca [Bugfix] Fix TP inference for Flex attention backend (#19657) Isotr0pyandGitHub 2025-06-16 19:21:37 +08:00
• 4d5424029b [Feature]:Allow for Granite MoE Hybrid models with _only_ shared experts. (#19652) Shawn TanandGitHub 2025-06-16 07:14:18 -04:00
• 3e7506975c [DOC] Add reasoning capability to vLLM streamlit code (#19557) Navanit DubeyandGitHub 2025-06-16 16:39:12 +05:30
• ee35e96ac3 [BugFix] Don't catch BaseException when dumping execute_model errors (#19626) Nick HillandGitHub 2025-06-16 04:01:08 -07:00
• dec66d253b [Kernel] GGUF MMVQ kernel for multiple input vectors (#18754) Szymon OżógandGitHub 2025-06-16 11:33:26 +02:00
• 8d120701fd [Docs] Move multiproc doc to v1 dir (#19651) Russell BryantandGitHub 2025-06-16 05:10:12 -04:00
• f40f763f12 [CI] Add mteb testing for rerank models (#19344) wang.yuqiandGitHub 2025-06-16 16:36:43 +08:00
• 26bc46ef89 [MISC] typo fix (#19672) Ning XieandGitHub 2025-06-16 15:18:49 +08:00
• a77aea59fd [TPU] support attention head dim smaller than 128 (#19620) 3 people 2025-06-15 23:40:53 -07:00
• b692e9cd07 [Misc] Fix skipped max-model-len validation when deriving max model length from tokenizer config (#19660) Ye (Charlotte) QiandGitHub 2025-06-15 23:30:29 -07:00
• 367871a469 [Misc][Frontend] passthrough bad_words (#19564) 4 people 2025-06-16 07:05:13 +02:00
• 92183b41f3 [Bugfix][Core] Prefix caching causes incorrect outputs due to outdated ComputedBlocksTracker (#18957) 3 people 2025-06-16 12:56:37 +08:00
• c6703d1e0d [MISC] Remove unused variableds in C++ (#19609) Lu FangandGitHub 2025-06-16 11:05:28 +08:00
• a5e7242d5f [Misc] Remove duplicate multiproc method setting for CPU platform (#19649) Isotr0pyandGitHub 2025-06-16 10:26:58 +08:00
• 91b2c17a55 [CI/Build] Fix torch nightly CI dependencies part 2 (#19589) Richard ZouandGitHub 2025-06-15 08:01:10 -04:00
• 055915e6ce Enable prefix caching with full cuda graphs (#19617) Woosuk KwonandGitHub 2025-06-15 01:05:05 -07:00
• 3d330c4c09 [Benchmark] Refactor benchmark script for fp8 & int8 (#19627) Wentao YeandGitHub 2025-06-15 03:15:37 -04:00
• 0b73736a0d [Kernel] Raise verbose error and consolidate num_heads/num_kv_heads divisibility check (#19339) 22quinnandGitHub 2025-06-14 22:43:48 -07:00
• ee1531bc38 [Bugfix][2/n] Fix speculative decoding CI - Fix test_ngram_e2e_greedy_correctness (#19644) Lu FangandGitHub 2025-06-15 12:15:41 +08:00
• e13945f9dd [Perf] Further tunings for SM100 FP8 CUTLASS kernel (#19566) Ilya MarkovandGitHub 2025-06-15 02:25:10 +02:00
• 08500011d3 [Fix] Convert kv_transfer_config from dict to KVTransferConfig (#19262) maobaolongandGitHub 2025-06-15 03:32:07 +08:00
• 861a0a0a39 [Bugfix] Don't attempt to use triton if no driver is active (#19561) Konrad ZaworaandGitHub 2025-06-14 21:30:54 +02:00
• bc956b38d0 Only build CUTLASS MoE kernels on Hopper (#19648) Huy DoandGitHub 2025-06-14 11:44:15 -07:00
• 294fc1e2c9 [Hardware][NVIDIA][kernel] Fp4 MOE quant kernel optimization (#19500) jiahancandGitHub 2025-06-14 09:34:28 -07:00
• 2db9044ab6 [Bugfix] Fix auto dtype casting for BatchFeature (#19316) Isotr0pyandGitHub 2025-06-14 23:13:08 +08:00
• 6fa718a460 [Misc] Modularize CLI Argument Parsing in Benchmark Scripts (#19593) 3 people 2025-06-14 16:54:52 +08:00
• 06be858828 [Bugfix] Fix the speculative decoding test by setting the target dtype (#19633) Lu FangandGitHub 2025-06-14 11:57:32 +08:00
• d1e34cc9ac [V1][Metrics] Deprecate metrics with gpu_ prefix for non GPU specific metrics. (#18354) Saheli BhattacharjeeandGitHub 2025-06-14 04:07:36 +01:00
• bd517eb9fe [BugFix] Fix DP Coordinator incorrect debug log message (#19624) Nick HillandGitHub 2025-06-13 17:18:03 -07:00
• d65668b4e8 Adding "AMD: Multi-step Tests" to amdproduction. (#19508) 4 people 2025-06-13 19:08:51 -05:00
• aafbbd981f [torch.compile] Use custom ops when use_inductor=False (#19618) Woosuk KwonandGitHub 2025-06-13 15:05:54 -07:00
• 0f0874515a [Doc] Add troubleshooting section to k8s deployment (#19377) Anna PendletonandGitHub 2025-06-13 14:47:51 -07:00
• 3597b06a4f [CUDA] Enable full cudagraph for FlashMLA (#18581) Luka GovedičandGitHub 2025-06-13 14:12:26 -04:00
• 1015296b79 [doc][mkdocs] fix the duplicate Supported features sections in GPU docs (#19606) 3 people 2025-06-14 00:25:08 +08:00
• ce9dc02c93 [Refactor] Remove unused variables in moe_permute_unpermute_kernel.inl (#19573) Wentao YeandGitHub 2025-06-13 09:12:15 -04:00
• a24cb91600 [Model] Fix minimax model cache & lm_head precision (#19592) qscqeszeandGitHub 2025-06-13 20:08:20 +08:00
• 7e8d97dd3f [BugFix] Honor enable_caching in connector-delayed kvcache load case (#19435) Nick HillandGitHub 2025-06-13 02:46:32 -07:00
• d70bc7c029 [torch.compile] reorganize the cache directory to support compiling multiple models (#19064) youkaichaoandGitHub 2025-06-13 15:23:25 +08:00
• ce688ad46e use base version for version comparison (#19587) Boyuan FengandGitHub 2025-06-13 00:09:34 -07:00
• cefdb9962d [Fix] The zip function in Python 3.9 does not have the strict argument (#19549) 汪志鹏andGitHub 2025-06-13 14:57:48 +08:00
• ace5cdaff0 [Fix] bump mistral common to support magistral (#19533) 汪志鹏andGitHub 2025-06-13 13:28:12 +08:00
• 6458721108 [CPU] Refine default config for the CPU backend (#19539) Li, JiangandGitHub 2025-06-13 13:27:39 +08:00
• bb4a0decef [Misc] Correct broken docs link (#19553) Hyogeun Oh (오효근)andGitHub 2025-06-13 14:27:13 +09:00
• c707cfc12e [doc] fix incorrect link (#19586) 3 people 2025-06-13 12:26:09 +08:00
• 7b3c9ff91d [Doc] uses absolute links for structured outputs (#19582) Aaron PhamandGitHub 2025-06-12 23:35:17 -04:00
• c68698b326 [Bugfix] Fix EAGLE vocab embedding for multimodal target model (#19570) qizixiandGitHub 2025-06-12 20:09:19 -07:00
• e3b12667d4 [BugFix] : Fix Batched DeepGemm Experts (#19515) 3 people 2025-06-12 22:43:02 -04:00
• e6aab5de29 Revert "[Build/CI] Add tracing deps to vllm container image (#15224)" (#19378) kourosh hakhamaneshiandGitHub 2025-06-12 17:26:40 -07:00
• c57bb199b3 [V1] Resolve failed concurrent structured output requests (#19565) Russell BryantandGitHub 2025-06-12 19:30:09 -04:00