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Merged
merged 1 commit into from
May 27, 2025
Merged

[BUG FIX] minicpm #18739

merged 1 commit into from
May 27, 2025

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huangyuxiang03
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@huangyuxiang03 huangyuxiang03 commented May 27, 2025 •
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Fix minicpm inference bug, please merge.

fix minicpm
f76d885 
Signed-off-by: huangyuxiang03 <huangyx0321@gmail.com>
@huangyuxiang03 huangyuxiang03 marked this pull request as ready for review May 27, 2025 03:45
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👋 Hi! Thank you for contributing to the vLLM project.

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@DarkLight1337
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Could you elaborate about this bug?

@huangyuxiang03
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The code below cannot be executed and lead to errors, because _compute_cos_sin_cache need 3 parameters and here gives none.

 # set rope as fp32 instead of bf16
  self.rotary_emb.cos_sin_cache = self.rotary_emb._compute_cos_sin_cache(
  )

Removing this line does not affect the inference, and the cache is not used in model inference.

@DarkLight1337
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Can you show which model you are using so I can test this?

@huangyuxiang03
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All minicpm series except minicpm3 can cause this problem. You can try this: https://huggingface.co/openbmb/MiniCPM-1B-sft-bf16

DarkLight1337
DarkLight1337 reviewed May 27, 2025
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@vllm-bot vllm-bot merged commit 6881107 into vllm-project:main May 27, 2025
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amitm02 pushed a commit to amitm02/vllm that referenced this pull request May 27, 2025
@huangyuxiang03 @amitm02
[BUG FIX] minicpm (vllm-project#18739)
a1503fe 
Signed-off-by: huangyuxiang03 <huangyx0321@gmail.com>
Co-authored-by: huangyuxiang03 <huangyx0321@gmail.com>
Signed-off-by: amit <amit.man@gmail.com>
gshtras added a commit to ROCm/vllm that referenced this pull request May 27, 2025
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Upstream merge 2025 05 27 (#557)
1900335 
* Add files via uploadAdd fused MoE kernel tuning configs (fp8_w8a8) for DeepSeek V3/R1 on a single-node 8x NVIDIA H20 96GB setup (vllm-project#18337)

* [Misc] Fix typo (vllm-project#18330)

* Neuron up mistral (vllm-project#18222)

Signed-off-by: Satyajith Chilappagari <satchill@amazon.com>

* fix CUDA_check redefinition in vllm-project#17918 (vllm-project#18287)

Signed-off-by: Lucia Fang <fanglu@fb.com>
Co-authored-by: Lucia (Lu) Fang <fanglu@meta.com>

* [neuron] fix authorization issue (vllm-project#18364)

Signed-off-by: Liangfu Chen <liangfc@amazon.com>

* [Misc] Allow `AutoWeightsLoader` to skip loading weights with specific substr in name (vllm-project#18358)

Signed-off-by: Isotr0py <2037008807@qq.com>

* [Core] [Bugfix]: tensor parallel with prompt embeds (vllm-project#18171)

Signed-off-by: Nan2018 <nan@protopia.ai>
Co-authored-by: Andrew Sansom <andrew@protopia.ai>

* [release] Change dockerhub username for TPU release (vllm-project#18389)

* [Bugfix] fix adding bias twice in ipex GPTQ quantization (vllm-project#18363)

Signed-off-by: rand-fly <randfly@outlook.com>

* [doc] update env variable export (vllm-project#18391)

Signed-off-by: reidliu41 <reid201711@gmail.com>
Co-authored-by: reidliu41 <reid201711@gmail.com>

* [Misc] Add LoRA code owner (vllm-project#18387)

Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>

* Update cpu.txt (vllm-project#18398)

Signed-off-by: 汪志鹏 <wangzhipeng628@gmail.com>

* [CI] Add mteb testing to test the accuracy of the embedding model (vllm-project#17175)

* [Bugfix] Fix MRoPE Errors in the Qwen-VL Model When Processing Pure Text (vllm-project#18407)

Co-authored-by: 松灵 <wpf272043@alibaba-inc.com>

* [Misc] refactor prompt embedding examples (vllm-project#18405)

Signed-off-by: reidliu41 <reid201711@gmail.com>
Co-authored-by: reidliu41 <reid201711@gmail.com>

* [Minor] Rename quantization nvfp4 to modelopt_fp4 (vllm-project#18356)

Signed-off-by: mgoin <mgoin64@gmail.com>

* [Model] use AutoWeightsLoader for bloom (vllm-project#18300)

Signed-off-by: calvin chen <120380290@qq.com>

* [Kernel] update comment for KV shape in unified triton attn (vllm-project#18099)

Signed-off-by: haochengxia <xhc_1007@163.com>

* fix:Build torch wheel inline rather than picking from nightly (vllm-project#18351)

Signed-off-by: Dilip Gowda Bhagavan <dilip.bhagavan@ibm.com>

* [TPU] Re-enable the Pallas MoE kernel (vllm-project#18025)

Signed-off-by: Michael Goin <mgoin64@gmail.com>

* [Bugfix] config.head_dim is now explicitly set to None (vllm-project#18432)

Signed-off-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>

* [Bug] Fix moe_sum signature (vllm-project#18440)

Signed-off-by: Bill Nell <bnell@redhat.com>

* Revert "[Bugfix] Fix MRoPE Errors in the Qwen-VL Model When Processing Pure Text (vllm-project#18407)" (vllm-project#18456)

Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>

* [Bugfix][Failing Test] Fix nixl connector test when promt size < block size (vllm-project#18429)

Signed-off-by: wwl2755 <wangwenlong2755@gmail.com>

* [Misc] MultiConnector._connectors type (vllm-project#18423)

Signed-off-by: nicklucche <nlucches@redhat.com>

* [Frontend] deprecate `--device` arg (vllm-project#18399)

Signed-off-by: Kebe <mail@kebe7jun.com>

* [V1] Fix general plugins not loaded in engine for multiproc (vllm-project#18326)

Signed-off-by: Yong Hoon Shin <yhshin@meta.com>

* [Misc] refactor disaggregated-prefill-v1 example (vllm-project#18474)

Signed-off-by: reidliu41 <reid201711@gmail.com>
Co-authored-by: reidliu41 <reid201711@gmail.com>

* [Bugfix][Failing Test] Fix test_events.py (vllm-project#18460)

Signed-off-by: rabi <ramishra@redhat.com>

* [MODEL] FalconH1 (vllm-project#18406)

Signed-off-by: dhia.rhaiem <dhia.rhaiem@tii.ae>
Co-authored-by: younesbelkada <younesbelkada@gmail.com>
Co-authored-by: Ilyas Chahed <ilyas.chahed@tii.ae>
Co-authored-by: Jingwei Zuo <jingwei.zuo@tii.ae>

* [Doc] fix arg docstring in linear layers (vllm-project#18410)

Signed-off-by: giantcroc <1204449533@qq.com>

* [Bugfix] Reduce moe_sum test size to avoid OOM (vllm-project#18484)

Signed-off-by: Bill Nell <bnell@redhat.com>

* [Build] fix Dockerfile shell (vllm-project#18402)

* [Misc] Update deprecation message for `--enable-reasoning` (vllm-project#18404)

* [ROCm][Kernel][V1] Enable AMD Radeon GPU Custom Paged Attention on v1 (vllm-project#17004)

Signed-off-by: Hosang Yoon <hosang.yoon@amd.com>

* Remove incorrect env value

* Revert "[v1] Support multiple KV cache groups in GPU model runner (vllm-project#17945) (vllm-project#18459)

Signed-off-by: Mark McLoughlin <markmc@redhat.com>

* [FEAT][ROCm] Upgrade AITER MLA v1 backend (vllm-project#18338)

Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>

* [Bugfix] Consistent ascii handling in tool parsers (vllm-project#17704)

Signed-off-by: Sebastian Schönnenbeck <sebastian.schoennenbeck@comma-soft.com>

* [FalconH1] Fix output dtype in RMSNorm fallback path for Falcon-H1 (e.g. 0.5B) (vllm-project#18500)

Signed-off-by: dhia.rhaiem <dhia.rhaiem@tii.ae>
Co-authored-by: younesbelkada <younesbelkada@gmail.com>
Co-authored-by: Ilyas Chahed <ilyas.chahed@tii.ae>
Co-authored-by: Jingwei Zuo <jingwei.zuo@tii.ae>

* [MISC] update project urls in pyproject.toml (vllm-project#18519)

Signed-off-by: Andy Xie <andy.xning@gmail.com>

* [CI] Fix race condition with StatelessProcessGroup.barrier (vllm-project#18506)

Signed-off-by: Russell Bryant <rbryant@redhat.com>

* Intialize io_thread_pool attribute in the beginning. (vllm-project#18331)

Signed-off-by: rabi <ramishra@redhat.com>

* [Bugfix] Inconsistent token calculation compared to HF in llava family (vllm-project#18479)

Signed-off-by: jaycha <jaycha@ncsoft.com>

* [BugFix][DP] Send DP wave completion only from `dp_rank==0` (vllm-project#18502)

Signed-off-by: Nick Hill <nhill@redhat.com>
Co-authored-by: kourosh hakhamaneshi <kourosh@anyscale.com>

* [Bugfix][Model] Make Olmo2Model weight loading return loaded weights (vllm-project#18504)

Signed-off-by: Shane A <shanea@allenai.org>

* [Bugfix] Fix LoRA test (vllm-project#18518)

Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>

* [Doc] Fix invalid JSON in example args (vllm-project#18527)

Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>

* [Neuron] Update Dockerfile.neuron to use latest neuron release (2.23) (vllm-project#18512)

Signed-off-by: Satyajith Chilappagari <satchill@amazon.com>

* Update default neuron config for speculation (vllm-project#18274)

Signed-off-by: Elaine Zhao <elaineyz@amazon.com>
Co-authored-by: Shashwat Srijan <sssrijan@amazon.com>
Co-authored-by: Aakash Shetty <sheaak@amazon.com>

* Order sequence ids + config update to support specifying custom quantization layers (vllm-project#18279)

Signed-off-by: Elaine Zhao <elaineyz@amazon.com>
Co-authored-by: Tailin Pan <tailinpa@amazon.com>
Co-authored-by: Rishabh Rajesh <rishyraj@amazon.com>
Co-authored-by: Yishan McNabb <yishanm@amazon.com>
Co-authored-by: Patrick Lange <patlange@amazon.com>
Co-authored-by: Maxwell Goldberg <mgld@amazon.com>
Co-authored-by: Aakash Shetty <sheaak@amazon.com>

* [Bugfix] Fix MRoPE Errors in the Qwen-VL Model When Processing Pure Text (vllm-project#18526)

Co-authored-by: 松灵 <wpf272043@alibaba-inc.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
Co-authored-by: DarkLight1337 <tlleungac@connect.ust.hk>

* [Bugfix] Add kwargs to RequestOutput __init__ to be forward compatible (vllm-project#18513)

Signed-off-by: Linkun <github@lkchen.net>

* [CI/Build] Update bamba test model location (vllm-project#18544)

Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>

* [Doc] Support --stream arg in openai_completion_client.py script (vllm-project#18388)

Signed-off-by: googs1025 <googs1025@gmail.com>

* [Bugfix] Use random hidden states in dummy sampler run (vllm-project#18543)

Signed-off-by: Bowen Wang <abmfy@icloud.com>

* [Doc] Add stream flag for chat completion example (vllm-project#18524)

Signed-off-by: calvin chen <120380290@qq.com>

* [BugFix][CPU] Fix x86 SHM distributed module initialization (vllm-project#18536)

Signed-off-by: jiang.li <jiang1.li@intel.com>

* [Misc] improve Automatic Prefix Caching example (vllm-project#18554)

Signed-off-by: reidliu41 <reid201711@gmail.com>
Co-authored-by: reidliu41 <reid201711@gmail.com>

* [Misc] Call `ndarray.tobytes()` directly instead of `ndarray.data.tobytes()` (vllm-project#18347)

Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>

* [Bugfix] make `test_openai_schema.py` pass (vllm-project#18224)

Signed-off-by: David Xia <david@davidxia.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>

* [Platform] Move platform check to right place (vllm-project#18470)

Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>

* [Compile][Platform] Make PiecewiseBackend pluggable and extendable (vllm-project#18076)

Signed-off-by: Mengqing Cao <cmq0113@163.com>
Co-authored-by: youkaichao <youkaichao@gmail.com>

* [Build/CI] Fix CUDA 11.8 build (vllm-project#17679)

Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
Signed-off-by: Tyler Michael Smith <tysmith@redhat.com>
Co-authored-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>

* [Tool] Add NIXL installation script (vllm-project#18172)

Signed-off-by: Linkun <github@lkchen.net>

* [V1][Spec Decode][Bugfix] Load quantize weights for EAGLE (vllm-project#18290)

* [Frontend][Bug Fix] Update llama4 pythonic jinja template and llama4_pythonic parser (vllm-project#17917)

Signed-off-by: Kai Wu <kaiwu@meta.com>

* [Frontend] [Core] Add Tensorizer support for V1, LoRA adapter serialization and deserialization (vllm-project#17926)

Signed-off-by: Sanger Steel <sangersteel@gmail.com>

* [AMD] [P/D] Compute num gpus for ROCm correctly in run_accuracy_test.sh (vllm-project#18568)

Signed-off-by: Randall Smith <Randall.Smith@amd.com>

* Re-submit: Fix: Proper RGBA -> RGB conversion for PIL images. (vllm-project#18569)

Signed-off-by: Chenheli Hua <huachenheli@outlook.com>

* [V1][Spec Decoding] Use model_loader.get_model() to load models (vllm-project#18273)

Signed-off-by: Mark McLoughlin <markmc@redhat.com>

* Enable hybrid attention models for Transformers backend (vllm-project#18494)

Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>

* [Misc] refactor: simplify input validation and num_requests handling in _convert_v1_inputs (vllm-project#18482)

Signed-off-by: googs1025 <googs1025@gmail.com>

* [BugFix] Increase TP execute_model timeout (vllm-project#18558)

Signed-off-by: Nick Hill <nhill@redhat.com>

* [Bugfix] Set `KVTransferConfig.engine_id` in post_init (vllm-project#18576)

Signed-off-by: Linkun Chen <github@lkchen.net>

* [Spec Decode] Make EAGLE3 draft token ID mapping optional (vllm-project#18488)

Signed-off-by: Benjamin Chislett <benjamin.chislett@centml.ai>
Co-authored-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>

* [Neuron] Remove bypass on EAGLEConfig and add a test (vllm-project#18514)

Signed-off-by: Elaine Zhao <elaineyz@amazon.com>

* [Bugfix][Benchmarks] Fix a benchmark of deepspeed-mii backend to use api_key (vllm-project#17291)

Signed-off-by: Teruaki Ishizaki <teruaki.ishizaki@ntt.com>

* [Misc] Replace `cuda` hard code with `current_platform` (vllm-project#16983)

Signed-off-by: shen-shanshan <467638484@qq.com>

* [Hardware] correct method signatures for HPU,ROCm,XPU (vllm-project#18551)

Signed-off-by: Andy Xie <andy.xning@gmail.com>

* [V1] [Bugfix] eagle bugfix and enable correct lm_head for multimodal (vllm-project#18034)

Signed-off-by: Ronald Xu <ronaldxu@amazon.com>

* [Feature]Add async tensor parallelism using compilation pass (vllm-project#17882)

Signed-off-by: cascade812 <cascade812@outlook.com>

* [Doc] Update quickstart and install for cu128 using `--torch-backend=auto` (vllm-project#18505)

Signed-off-by: mgoin <mgoin64@gmail.com>

* [Feature][V1]: suupports cached_tokens in response usage (vllm-project#18149)

Co-authored-by: simon-mo <xmo@berkeley.edu>

* [Bugfix] Add half type support in reshape_and_cache_cpu_impl on x86 cpu platform (vllm-project#18430)

Signed-off-by: Yuqi Zhang <yuqizhang@google.com>
Co-authored-by: Yuqi Zhang <yuqizhang@google.com>

* Migrate docs from Sphinx to MkDocs (vllm-project#18145)

Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>

* Revert "[V1] [Bugfix] eagle bugfix and enable correct lm_head for multimodal (vllm-project#18034)" (vllm-project#18600)

Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>

* [Bugfix][Model] Fix baichuan model loader for tp (vllm-project#18597)

Signed-off-by: Mengqing Cao <cmq0113@163.com>

* [V0][Bugfix] Fix parallel sampling performance regression when guided decoding is enabled (vllm-project#17731)

Signed-off-by: Madeesh Kannan <shadeMe@users.noreply.github.com>
Co-authored-by: Russell Bryant <rbryant@redhat.com>

* Add myself as docs code owner (vllm-project#18605)

Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>

* [Hardware][CPU] Update intel_extension_for_pytorch 2.7.0 and move to `requirements/cpu.txt`  (vllm-project#18542)

Signed-off-by: Kay Yan <kay.yan@daocloud.io>

* [CI] fix kv_cache_type argument (vllm-project#18594)

Signed-off-by: Andy Xie <andy.xning@gmail.com>

* [Doc] Fix indent of contributing to vllm (vllm-project#18611)

Signed-off-by: Zerohertz <ohg3417@gmail.com>

* Replace `{func}` with mkdocs style links (vllm-project#18610)

Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>

* [CI/Build] Fix V1 flag being set in entrypoints tests (vllm-project#18598)

Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>

* Fix examples with code blocks in docs (vllm-project#18609)

Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>

* [Bugfix] Fix transformers model impl ignored for mixtral quant (vllm-project#18602)

Signed-off-by: Tristan Leclercq <tristanleclercq@gmail.com>

* Include private attributes in API documentation (vllm-project#18614)

Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>

* [Misc] add Haystack integration (vllm-project#18601)

Signed-off-by: reidliu41 <reid201711@gmail.com>
Co-authored-by: reidliu41 <reid201711@gmail.com>

* [Bugfix][Build/CI] Fixup CUDA compiler version check for CUDA_SUPPORTED_ARCHS (vllm-project#18579)

* [Doc] Fix markdown list indentation for MkDocs rendering (vllm-project#18620)

Signed-off-by: Zerohertz <ohg3417@gmail.com>

* [Doc] Use a different color for the announcement (vllm-project#18616)

Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>

* Refactor pplx init logic to make it modular (prepare for deepep) (vllm-project#18200)

Signed-off-by: youkaichao <youkaichao@gmail.com>

* Fix figures in design doc (vllm-project#18612)

Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>

* [Docs] Change mkdocs to not use directory urls (vllm-project#18622)

Signed-off-by: mgoin <mgoin64@gmail.com>

* [v1] Redo "Support multiple KV cache groups in GPU model runner (vllm-project#17945)" (vllm-project#18593)

Signed-off-by: Chen Zhang <zhangch99@outlook.com>

* [Doc] fix list formatting (vllm-project#18624)

Signed-off-by: David Xia <david@davidxia.com>

* [Doc] Fix top-level API links/docs (vllm-project#18621)

Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>

* [Doc] Avoid documenting dynamic / internal modules (vllm-project#18626)

Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>

* [Doc] Fix broken links and unlinked docs, add shortcuts to home sidebar (vllm-project#18627)

Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>

* [V1] Support Deepseek MTP (vllm-project#18435)

Signed-off-by: Rui Qiao <ruisearch42@gmail.com>
Signed-off-by: YaoJiayi <120040070@link.cuhk.edu.cn>
Co-authored-by: Rui Qiao <ruisearch42@gmail.com>

* Use prebuilt FlashInfer x86_64 PyTorch 2.7 CUDA 12.8 wheel for CI (vllm-project#18537)

Signed-off-by: Huy Do <huydhn@gmail.com>

* [CI] Enable test_initialization to run on V1 (vllm-project#16736)

Signed-off-by: mgoin <mgoin64@gmail.com>

* [Doc] Update references to doc files (vllm-project#18637)

Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>

* [ModelOpt] Introduce VLLM_MAX_TOKENS_PER_EXPERT_FP4_MOE env var to control blockscale tensor allocation (vllm-project#18160)

Signed-off-by: Pavani Majety <pmajety@nvidia.com>

* [Bugfix] Migrate to REGEX Library to prevent catastrophic backtracking (vllm-project#18454)

Signed-off-by: Crucifixion-Fxl <xmufxl@gmail.com>
Co-authored-by: Crucifixion-Fxl <xmufxl@gmail.com>

* [Bugfix][Nixl] Fix Preemption Bug (vllm-project#18631)

Signed-off-by: rshaw@neuralmagic.com <robertgshaw2@gmail.com>

* config.py: Clarify that only local GGUF checkpoints are supported. (vllm-project#18623)

Signed-off-by: Mathieu Bordere <mathieu@letmetweakit.com>

* FIX MOE issue in AutoRound format (vllm-project#18586)

Signed-off-by: wenhuach21 <wenhua.cheng@intel.com>

* [V1][Spec Decode] Small refactors to improve eagle bookkeeping performance (vllm-project#18424)

Signed-off-by: qizixi <qizixi@meta.com>

* [Frontend] improve vllm serve --help display (vllm-project#18643)

Signed-off-by: reidliu41 <reid201711@gmail.com>
Co-authored-by: reidliu41 <reid201711@gmail.com>

* [Model] Add support for Qwen2.5-Omni-7B-AWQ (Qwen2_5OmniForConditionalGeneration) (vllm-project#18647)

* [V1][Spec Decode] Support multi-layer eagle draft model (vllm-project#18030)

Signed-off-by: qizixi <qizixi@meta.com>

* [Doc] Update README links, mark external links (vllm-project#18635)

Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>

* [MISC][pre-commit] Add pre-commit check for triton import (vllm-project#17716)

Signed-off-by: Mengqing Cao <cmq0113@163.com>

* [Doc] Fix indentation problems in V0 Paged Attention docs (vllm-project#18659)

Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>

* [Doc] Add community links (vllm-project#18657)

Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>

* [Model] use AutoWeightsLoader for gpt2 (vllm-project#18625)

Signed-off-by: zt2370 <ztang2370@gmail.com>

* [Doc] Reorganize user guide (vllm-project#18661)

Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>

* [CI/Build] `chmod +x` to `cleanup_pr_body.sh` (vllm-project#18650)

Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>

* [MISC] typo fix and clean import (vllm-project#18664)

Signed-off-by: Andy Xie <andy.xning@gmail.com>

* [BugFix] Fix import error for fused_moe (vllm-project#18642)

Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>

* [CI] enforce import regex instead of re (vllm-project#18665)

Signed-off-by: Aaron Pham <contact@aarnphm.xyz>

* fix(regression): clone from reference items (vllm-project#18662)

Signed-off-by: Aaron Pham <contact@aarnphm.xyz>

* [CI/Build] fix permission denied issue (vllm-project#18645)

Signed-off-by: reidliu41 <reid201711@gmail.com>
Co-authored-by: reidliu41 <reid201711@gmail.com>

* [BugFix][Spec Decode] Improve Prefix Caching Logic in Speculative Decoding (vllm-project#18668)

Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>

* [V1] Fix _pickle.PicklingError: Can't pickle <class 'transformers_modules.deepseek-ai.DeepSeek-V2-Lite... (vllm-project#18640)

Signed-off-by: Seiji Eicher <seiji@anyscale.com>

* [MISC] correct signature for LoaderFunction (vllm-project#18670)

Signed-off-by: Andy Xie <andy.xning@gmail.com>

* [Misc]Replace `cuda` hard code with `current_platform` in Ray (vllm-project#14668)

Signed-off-by: noemotiovon <757486878@qq.com>

* [Misc][ModelScope] Change to use runtime VLLM_USE_MODELSCOPE (vllm-project#18655)

Signed-off-by: Mengqing Cao <cmq0113@163.com>
Signed-off-by: Isotr0py <2037008807@qq.com>
Co-authored-by: Isotr0py <2037008807@qq.com>

* [VLM] Initialize video input support for InternVL models (vllm-project#18499)

Signed-off-by: Isotr0py <2037008807@qq.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>

* Speed up the `kernels/quantization/` tests (vllm-project#18669)

Signed-off-by: mgoin <mgoin64@gmail.com>

* [BUGFIX] catch subclass first for try...except (vllm-project#18672)

Signed-off-by: Andy Xie <andy.xning@gmail.com>

* [Misc] Reduce logs on startup (vllm-project#18649)

Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>

* [doc] fix broken links (vllm-project#18671)

Signed-off-by: reidliu41 <reid201711@gmail.com>
Co-authored-by: reidliu41 <reid201711@gmail.com>

* [doc] improve readability (vllm-project#18675)

Signed-off-by: reidliu41 <reid201711@gmail.com>
Co-authored-by: reidliu41 <reid201711@gmail.com>

* [Bugfix] Fix cpu usage and cache hit stats reporting on cpu environment (vllm-project#18674)

Signed-off-by: zzzyq <zhangyuqi94@gmail.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>

* [CI/build] fix no regex (vllm-project#18676)

Signed-off-by: reidliu41 <reid201711@gmail.com>
Co-authored-by: reidliu41 <reid201711@gmail.com>

* [Misc] small improve (vllm-project#18680)

Signed-off-by: reidliu41 <reid201711@gmail.com>
Co-authored-by: reidliu41 <reid201711@gmail.com>

* [Bugfix] Fix profiling dummy data for Pixtral (vllm-project#18677)

Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>

* [Core][Multimodal] Convert PIL Image to array without data copy when hashing (vllm-project#18682)

Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>

* [CI/Build][Doc] Update `gte-Qwen2-1.5B-instruct` usage (vllm-project#18683)

Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: Isotr0py <2037008807@qq.com>
Co-authored-by: Isotr0py <2037008807@qq.com>

* [Misc] Fixed the abnormally high TTFT issue in the PD disaggregation example (vllm-project#18644)

Signed-off-by: zhaohaidao <zhaohaidao2008@hotmail.com>
Signed-off-by: zhaohaiyuan <zhaohaiyuan@xiaohongshu.com>
Co-authored-by: zhaohaiyuan <zhaohaiyuan@xiaohongshu.com>

* refactor: simplify request handler, use positive condition check for handler assignment (vllm-project#18690)

Signed-off-by: googs1025 <googs1025@gmail.com>

* [Bugfix] Fix the lm_head in gpt_bigcode in lora mode (vllm-project#6357)

Signed-off-by: Max de Bayser <mbayser@br.ibm.com>
Signed-off-by: Max de Bayser <maxdebayser@gmail.com>

* [CI] add missing argument (vllm-project#18694)

Signed-off-by: Andy Xie <andy.xning@gmail.com>

* [GH] Add issue template for reporting CI failures (vllm-project#18696)

Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>

* [Doc] Fix issue template format (vllm-project#18699)

Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>

* [Bugfix] Fix Mistral-format models with sliding window (vllm-project#18693)

Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>

* [CI/Build] Replace `math.isclose` with `pytest.approx` (vllm-project#18703)

Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>

* [CI] fix dump_input for str type (vllm-project#18697)

Signed-off-by: Andy Xie <andy.xning@gmail.com>

* [Model] Add support for YARN in NemotronNAS models (vllm-project#18427)

Signed-off-by: Nave Assaf <nassaf@nvidia.com>

* [CI/Build] Split pooling and generation extended language models tests in CI (vllm-project#18705)

Signed-off-by: Isotr0py <2037008807@qq.com>

* [Hardware][Intel-Gaudi] [CI/Build] Add tensor parallel size = 2 test to HPU CI (vllm-project#18709)

Signed-off-by: Lukasz Durejko <ldurejko@habana.ai>

* [Misc] add AutoGen integration (vllm-project#18712)

Signed-off-by: reidliu41 <reid201711@gmail.com>
Co-authored-by: reidliu41 <reid201711@gmail.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>

* [Bugfix]: handle hf-xet CAS error when loading Qwen3 weights in vLLM (vllm-project#18701)

* [Doc] Improve API docs (vllm-project#18713)

Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>

* [Doc] Move examples and further reorganize user guide (vllm-project#18666)

Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>

* [Bugfix] Fix Llama GGUF initialization (vllm-project#18717)

Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>

* [V1][Sampler] Improve performance of FlashInfer sampling by sampling logits instead of probs (vllm-project#18608)

* Convert `examples` to `ruff-format` (vllm-project#18400)

Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>

* [Model][Gemma3] Simplify image input validation (vllm-project#18710)

Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>

* [Misc] improve web section group title display (vllm-project#18684)

Signed-off-by: reidliu41 <reid201711@gmail.com>
Co-authored-by: reidliu41 <reid201711@gmail.com>

* [V1][Quantization] Add CUDA graph compatible v1 GGUF support (vllm-project#18646)

Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: Isotr0py <2037008807@qq.com>

* [Model][Gemma3] Cast image pixel values already on CPU (vllm-project#18732)

Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>

* [FEAT] [ROCm] Upgrade AITER Fused MoE kernels. (vllm-project#18271)

Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>

* [Doc] Update OOT model docs (vllm-project#18742)

Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>

* [Doc] Update reproducibility doc and example (vllm-project#18741)

Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>

* [Misc] improve docs (vllm-project#18734)

Signed-off-by: reidliu41 <reid201711@gmail.com>
Co-authored-by: reidliu41 <reid201711@gmail.com>

* feat(rocm-support): support mamba2 on rocm (vllm-project#18565)

Signed-off-by: Islam Almersawi <islam.almersawi@openinnovation.ai>
Co-authored-by: Islam Almersawi <islam.almersawi@openinnovation.ai>

* [Hardware][Intel-Gaudi] [CI/Build] Fix multiple containers using the same name in run-hpu-test.sh (vllm-project#18752)

Signed-off-by: Lukasz Durejko <ldurejko@habana.ai>

* [Doc] cleanup deprecated flag for doc (vllm-project#18715)

Signed-off-by: calvin chen <120380290@qq.com>

* Minor fix about MooncakeStoreConnector (vllm-project#18721)

Signed-off-by: baoloongmao <baoloongmao@tencent.com>

* [Build] fix cpu build missing libtbbmalloc.so (vllm-project#18744)

Signed-off-by: Kebe <mail@kebe7jun.com>

* [BUG FIX] minicpm (vllm-project#18739)

Signed-off-by: huangyuxiang03 <huangyx0321@gmail.com>
Co-authored-by: huangyuxiang03 <huangyx0321@gmail.com>

* [Doc]  Convert Sphinx directives ( `{class}`, `{meth}`, `{attr}`, ...) to MkDocs format for better documentation linking (vllm-project#18663)

Signed-off-by: Zerohertz <ohg3417@gmail.com>

* [CI/Build] Remove imports of built-in `re` (vllm-project#18750)

Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>

* [V1][Metrics] Add API for accessing in-memory Prometheus metrics (vllm-project#17010)

Signed-off-by: Mark McLoughlin <markmc@redhat.com>

* Disable prefix cache by default for benchmark (vllm-project#18639)

Signed-off-by: cascade812 <cascade812@outlook.com>

* optimize get_kv_cache_torch_dtype (vllm-project#18531)

Signed-off-by: idellzheng <idellzheng@tencent.com>

* [Core] Automatically cast multi-modal input dtype (vllm-project#18756)

Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>

* [Bugfix] Mistral tool calling when content is list (vllm-project#18729)

Signed-off-by: mgoin <mgoin64@gmail.com>

---------

Signed-off-by: Satyajith Chilappagari <satchill@amazon.com>
Signed-off-by: Lucia Fang <fanglu@fb.com>
Signed-off-by: Liangfu Chen <liangfc@amazon.com>
Signed-off-by: Isotr0py <2037008807@qq.com>
Signed-off-by: Nan2018 <nan@protopia.ai>
Signed-off-by: rand-fly <randfly@outlook.com>
Signed-off-by: reidliu41 <reid201711@gmail.com>
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
Signed-off-by: 汪志鹏 <wangzhipeng628@gmail.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: calvin chen <120380290@qq.com>
Signed-off-by: haochengxia <xhc_1007@163.com>
Signed-off-by: Dilip Gowda Bhagavan <dilip.bhagavan@ibm.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Signed-off-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: wwl2755 <wangwenlong2755@gmail.com>
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Signed-off-by: Yong Hoon Shin <yhshin@meta.com>
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Signed-off-by: Linkun <github@lkchen.net>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Signed-off-by: googs1025 <googs1025@gmail.com>
Signed-off-by: Bowen Wang <abmfy@icloud.com>
Signed-off-by: jiang.li <jiang1.li@intel.com>
Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
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Signed-off-by: Mengqing Cao <cmq0113@163.com>
Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
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Signed-off-by: Crucifixion-Fxl <xmufxl@gmail.com>
Signed-off-by: rshaw@neuralmagic.com <robertgshaw2@gmail.com>
Signed-off-by: Mathieu Bordere <mathieu@letmetweakit.com>
Signed-off-by: wenhuach21 <wenhua.cheng@intel.com>
Signed-off-by: qizixi <qizixi@meta.com>
Signed-off-by: zt2370 <ztang2370@gmail.com>
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Signed-off-by: Lukasz Durejko <ldurejko@habana.ai>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: Islam Almersawi <islam.almersawi@openinnovation.ai>
Signed-off-by: baoloongmao <baoloongmao@tencent.com>
Signed-off-by: huangyuxiang03 <huangyx0321@gmail.com>
Signed-off-by: idellzheng <idellzheng@tencent.com>
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Co-authored-by: Nan Qin <nan@protopia.ai>
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Co-authored-by: CYJiang <86391540+googs1025@users.noreply.github.com>
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amitm02 pushed a commit to amitm02/vllm that referenced this pull request Jun 1, 2025
@huangyuxiang03 @amitm02
[BUG FIX] minicpm (vllm-project#18739)
0af6f6b 
Signed-off-by: huangyuxiang03 <huangyx0321@gmail.com>
Co-authored-by: huangyuxiang03 <huangyx0321@gmail.com>
Signed-off-by: amit <amit.man@gmail.com>
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