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Upstream merge 25 02 10#418

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gshtras merged 134 commits intomainROCm/vllm:mainfrom upstream_merge_25_02_10ROCm/vllm:upstream_merge_25_02_10Copy head branch name to clipboardFeb 12, 2025

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Commits on Feb 3, 2025

• [Bugfix][Kernel] Fix per-token/per-channel quantization for Hopper scaled mm (vllm-project#12696)

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• Squelch MLA warning for Compressed-Tensors Models (vllm-project#12704)

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• [Model] Add Deepseek V3 fp8_w8a8 configs for B200 (vllm-project#12707)

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• [MISC] Remove model input dumping when exception (vllm-project#12582)

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• [V1] Revert uncache_blocks and support recaching full blocks (vllm-project#12415)

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Commits on Feb 4, 2025

• [Core] Improve hash collision avoidance in prefix caching (vllm-project#12621)

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• Support Pixtral-Large HF by using llava multimodal_projector_bias config (vllm-project#12710)

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• [Doc] Replace ibm-fms with ibm-ai-platform (vllm-project#12709)

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• [Quant] Fix use_mla TypeError and support loading pure-sparsity Compressed Tensors configs (vllm-project#12711)

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• [AMD][ROCm] Enable DeepSeek model on ROCm (vllm-project#12662)

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• [Misc] Add BNB quantization for Whisper (vllm-project#12381)

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• [VLM] Merged multi-modal processor for InternVL-based models (vllm-project#12553)

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• [V1] Remove scheduling constraint on partial requests (vllm-project#12674)

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• [VLM] merged multimodal processor and V1 support for idefics3 (vllm-project#12660)

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• [Bugfix] Fix loading of fine-tuned models based on Phi-3-Small (vllm-project#12689)

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• Avoid unnecessary multi-modal input data copy when len(batch) == 1 (vllm-project#12722)

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• [Build] update requirements of no-device for plugin usage (vllm-project#12630)

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• [Bugfix] Fix CI failures for InternVL and Mantis models (vllm-project#12728)

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Commits on Feb 5, 2025

• [V1][Metrics] Add request_success_total counter, labelled with finish reason (vllm-project#12579)

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• [Perf] Mem align KV caches for CUDA devices (MLA perf improvement) (vllm-project#12676)

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• [Core] add and implement VLLM_LOGITS_PROCESSOR_THREADS (vllm-project#12368)

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• [ROCM][AMD][TRITON] Halving warps number for fw_prefill to reduce spilling (vllm-project#12713)

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• Refactor Linear handling in TransformersModel (vllm-project#12727)

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• [VLM] Add MLA with pure RoPE support for deepseek-vl2 models (vllm-project#12729)

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• [Misc] Bump the compressed-tensors version (vllm-project#12736)

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• [Model][Quant] Fix GLM, Fix fused module mappings for quantization (vllm-project#12634)

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• [Doc] Update PR Reminder with link to Developer Slack (vllm-project#12748)

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• [Bugfix] Fix OpenVINO model runner (vllm-project#12750)

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• [V1][Misc] Shorten FinishReason enum and use constant strings (vllm-project#12760)

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• [Doc] Remove performance warning for auto_awq.md (vllm-project#12743)

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• [Bugfix] Fix 'ModuleNotFoundError: No module named 'intel_extension_for_pytorch'' for --tensor-parallel-size more than 1 (vllm-project#12546)

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• [core][distributed] exact ray placement control (vllm-project#12732)

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• Merging PR vllm-project#12536

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• [Hardware][Intel-Gaudi] Enable FusedSDPA support for Intel Gaudi (HPU)

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• Add: Support for Sparse24Bitmask Compressed Models

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• [VLM] Use shared field to pass token ids to model

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• [Docs] Drop duplicate [source] links

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• [VLM] Qwen2.5-VL

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Commits on Feb 6, 2025

• [VLM] Update compatibility with transformers 4.49

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• [ROCm][Kernel] Using the correct warp_size value

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• [Bugfix] Better FP8 supported defaults

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• [Misc][Easy] Remove the space from the file name

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• [Model] LoRA Support for Ultravox model (vllm-project#11253)

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• [Bugfix] Fix the test_ultravox.py's license (vllm-project#12806)

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• Improve TransformersModel UX (vllm-project#12785)

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• [Misc] Remove duplicated DeepSeek V2/V3 model definition (vllm-project#12793)

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• [Misc] Improve error message for incorrect pynvml (vllm-project#12809)

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• [Misc] Update w2 scale loading for GPTQMarlinMoE (vllm-project#12757)

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• [Docs] Add Google Cloud Slides (vllm-project#12814)

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• [Attention] Use FA3 for MLA on Hopper (vllm-project#12807)

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• [misc] Reduce number of config file requests to HuggingFace (vllm-project#12797)

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• [Misc] Remove unnecessary decode call (vllm-project#12833)

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• [Kernel] Make rotary_embedding ops more flexible with input shape (vllm-project#12777)

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• [torch.compile] PyTorch 2.6 and nightly compatibility (vllm-project#12393)

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• [Doc] double quote cmake package in build.inc.md (vllm-project#12840)

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• [Bugfix] Fix unsupported FA version check for Turing GPU (vllm-project#12828)

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• [V1] LoRA Support (vllm-project#10957)

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• Add Bamba Model (vllm-project#10909)

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• [MISC] Check space in the file names in the pre commit checks (vllm-project#12804)

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Commits on Feb 7, 2025

• [misc] Revert # 12833 (vllm-project#12857)

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• [Bugfix] FA2 illegal memory access (vllm-project#12848)

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• Make vllm compatible with verl (vllm-project#12824)

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• [Bugfix] Missing quant_config in deepseek embedding layer (vllm-project#12836)

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• Prevent unecessary requests to huggingface hub (vllm-project#12837)

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• [MISC][EASY] Break check file names into entry and args in the pre-commit hooks (vllm-project#12880)

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• [Misc] Remove unnecessary detokenization in multimodal processing (vllm-project#12868)

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• PR vllm-project#12718 (vllm-project#12718)

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• [V1] Logprobs and prompt logprobs support (vllm-project#9880)

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• [ROCm] [Feature] [Doc] [Dockerfile] [BugFix] Support Per-Token-Activation Per-Channel-Weight FP8 Quantization Inferencing (vllm-project#12501)

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• [V1] LM Eval With Streaming Integration Tests (vllm-project#11590)

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Commits on Feb 8, 2025

• [Bugfix] Fix disagg hang caused by the prefill and decode communication issues (vllm-project#12723)

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• [V1][Minor] Remove outdated comment (vllm-project#12928)

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• [V1] Move KV block hashes from Request to KVCacheManager (vllm-project#12922)

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• [Bugfix] Fix Qwen2_5_VLForConditionalGeneration packed_modules_mapping (vllm-project#12905)

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• [Misc] Fix typo in the example file (vllm-project#12896)

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• [Bugfix] Fix multi-round chat error when mistral tokenizer is used (vllm-project#12859)

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• [bugfix] respect distributed_executor_backend in world_size=1 (vllm-project#12934)

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• [Misc] Add offline test for disaggregated prefill (vllm-project#12418)

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• [V1][Minor] Move cascade attn logic outside _prepare_inputs (vllm-project#12943)

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• [Build] Make pypi install work on CPU platform (vllm-project#12874)

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• [Hardware][Intel-Gaudi] Enable long-contexts + LoRA support for Intel Gaudi (vllm-project#12812)

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• [misc] Add LoRA to benchmark_serving (vllm-project#12898)

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• [Misc] Log time consumption on weight downloading (vllm-project#12926)

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• [CI] Resolve transformers-neuronx version conflict (vllm-project#12925)

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• [Doc] Correct HF repository for TeleChat2 models (vllm-project#12949)

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• [Misc] Add qwen2.5-vl BNB support (vllm-project#12944)

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• [CI/Build] Auto-fix Markdown files (vllm-project#12941)

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• [Bugfix] Remove unused seq_group_metadata_list from ModelInputForGPU (vllm-project#12935)

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• [bugfix] fix early import of flash attention (vllm-project#12959)

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• [VLM] Merged multi-modal processor for GLM4V (vllm-project#12449)

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• [V1][Minor] Remove outdated comment (vllm-project#12968)

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• [RFC] [Mistral] FP8 format (vllm-project#10130)

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• [V1] Cache uses_mrope in GPUModelRunner (vllm-project#12969)

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Commits on Feb 9, 2025

• [core] port pynvml into vllm codebase (vllm-project#12963)

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• [MISC] Always import version library first in the vllm package (vllm-project#12979)

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Commits on Feb 10, 2025

• [core] improve error handling when wake up from sleep mode (vllm-project#12981)

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• [core][rlhf] add colocate example for RLHF (vllm-project#12984)

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• [V1] Use msgpack for core request serialization (vllm-project#12918)

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• Check if selected backend is None in get_attn_backend_cls() (vllm-project#12975)

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• [core] fix sleep mode and pytorch checkpoint compatibility (vllm-project#13001)

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• [Doc] Add link to tool_choice tracking issue in tool_calling.md (vllm-project#13003)

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• [misc] Add retries with exponential backoff for HF file existence check (vllm-project#13008)

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• [Bugfix] Clean up and fix multi-modal processors (vllm-project#13012)

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• Fix seed parameter behavior in vLLM (vllm-project#13007)

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• [Model] Ultravox Model: Support v0.5 Release (vllm-project#12912)

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• Merge remote-tracking branch 'upstream/main'

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Commits on Feb 11, 2025

• [misc] Fix setup.py condition to avoid AMD from being mistaken with CPU (vllm-project#13022)

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• [V1][Minor] Move scheduler outputs to a separate file (vllm-project#13062)

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• [Docs] Annouce Meta Meetup (vllm-project#13065)

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• [Bugfix] Support missing tool parameters in mistral tokenizer (vllm-project#12884)

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• [Benchmark] Add BurstGPT to benchmark_serving (vllm-project#13063)

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• [Core] Don't do platform detection at import time (vllm-project#12933)

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• [Misc] LoRA - Refactor Punica ops tests (vllm-project#12970)

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• [Bugfix]: Reasoning output bug according to the chat template change (vllm-project#13025)

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• [V1][Metrics] Add GPU prefix cache hit rate % gauge (vllm-project#12592)

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• [executor] init local_rank as device index (vllm-project#13027)

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• [ROCm] Using a more precise memory profiling (vllm-project#12624)

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• [Build] Fix cuda link target of cumem_allocator in CPU env (vllm-project#12863)

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• [Platform] add pre_register_and_update function (vllm-project#12432)

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• [Bugfix] fix flaky test (vllm-project#13089)

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• [V1][Metrics] Add several request timing histograms (vllm-project#12644)

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• Set torch_dtype in TransformersModel (vllm-project#13088)

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• [Misc] Fix typo at comments at metrics.py (vllm-project#13024)

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• [Bugfix] Do not use resource module on Windows (vllm-project#12858) (vllm-project#13029)

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• [BugFix] Pop instead of del CUDA_VISIBLE_DEVICES (vllm-project#12962)

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• Fix initializing GGUF weights for ColumnParallelLinear when using tensor parallel > 1 (vllm-project#13023)

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• [CI/Build][Bugfix] Fix CPU backend default threads num (vllm-project#13077)

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• Removing non-existent parameter

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• Merge remote-tracking branch 'upstream/main' into upstream_merge_25_02_10

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Commits on Feb 12, 2025

• DS V2V3 fix for same file

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• Merge remote-tracking branch 'origin/DS_V2V3_FP16_fix' into upstream_merge_25_02_10

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• Merge branch 'main' into upstream_merge_25_02_10

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• Lint

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• Merge branch 'main' into upstream_merge_25_02_10

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