e44d8ce8c7
[Bugfix] Set `KVTransferConfig.engine_id` in post_init ( #18576 )
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Signed-off-by: Linkun Chen <github@lkchen.net>
2025-05-23 02:54:42 +00:00
4b0da7b60e
Enable hybrid attention models for Transformers backend ( #18494 )
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-05-23 10:12:08 +08:00
c6b636f9fb
[V1][Spec Decoding] Use model_loader.get_model() to load models ( #18273 )
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Signed-off-by: Mark McLoughlin <markmc@redhat.com>
2025-05-23 02:05:44 +00:00
04eb88dc80
Re-submit: Fix: Proper RGBA -> RGB conversion for PIL images. ( #18569 )
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Signed-off-by: Chenheli Hua <huachenheli@outlook.com>
2025-05-23 01:59:18 +00:00
46791e1b4b
[AMD] [P/D] Compute num gpus for ROCm correctly in run_accuracy_test.sh ( #18568 )
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Signed-off-by: Randall Smith <Randall.Smith@amd.com>
2025-05-22 18:45:35 -07:00
c32e249a23
[Frontend] [Core] Add Tensorizer support for V1, LoRA adapter serialization and deserialization ( #17926 )
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Signed-off-by: Sanger Steel <sangersteel@gmail.com>
2025-05-22 18:44:18 -07:00
c91fe7b1b9
[Frontend][Bug Fix] Update llama4 pythonic jinja template and llama4_pythonic parser ( #17917 )
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Signed-off-by: Kai Wu <kaiwu@meta.com>
2025-05-22 16:44:08 -07:00
6e588da0f4
[Build/CI] Fix CUDA 11.8 build ( #17679 )
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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>
2025-05-22 12:13:54 -07:00
1f3a1200e4
[Bugfix] make `test_openai_schema.py` pass ( #18224 )
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Signed-off-by: David Xia <david@davidxia.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-05-22 18:34:06 +00:00
ca86a7cf6e
[CI/Build] Update bamba test model location ( #18544 )
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-05-22 06:01:07 -07:00
a35a494745
[Bugfix] Add kwargs to RequestOutput __init__ to be forward compatible ( #18513 )
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Signed-off-by: Linkun <github@lkchen.net>
2025-05-22 05:24:43 -07:00
fa72f9a812
Order sequence ids + config update to support specifying custom quantization layers ( #18279 )
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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>
2025-05-22 02:20:36 -07:00
db5a29ba19
[Bugfix] Fix LoRA test ( #18518 )
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Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
2025-05-21 21:48:53 -07:00
6e0fd34d3c
[CI] Fix race condition with StatelessProcessGroup.barrier ( #18506 )
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Signed-off-by: Russell Bryant <rbryant@redhat.com>
2025-05-21 20:19:13 -07:00
bb0a311213
Revert "[v1] Support multiple KV cache groups in GPU model runner ( #17945 ) ( #18459 )
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Signed-off-by: Mark McLoughlin <markmc@redhat.com>
2025-05-21 10:25:23 -07:00
dd5fa7e04f
[ROCm][Kernel][V1] Enable AMD Radeon GPU Custom Paged Attention on v1 ( #17004 )
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Signed-off-by: Hosang Yoon <hosang.yoon@amd.com>
2025-05-21 08:35:00 -07:00
c6c10ca920
[Bugfix] Reduce moe_sum test size to avoid OOM ( #18484 )
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Signed-off-by: Bill Nell <bnell@redhat.com>
2025-05-21 06:46:39 -07:00
eca18691d2
[MODEL] FalconH1 ( #18406 )
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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>
2025-05-21 04:59:06 -07:00
61acfc45bc
[Bugfix][Failing Test] Fix test_events.py ( #18460 )
...
Signed-off-by: rabi <ramishra@redhat.com>
2025-05-21 04:57:28 -07:00
92247c522e
[Bug] Fix moe_sum signature ( #18440 )
...
Signed-off-by: Bill Nell <bnell@redhat.com>
2025-05-20 22:37:08 -07:00
f4a8a37465
[Minor] Rename quantization nvfp4 to modelopt_fp4 ( #18356 )
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Signed-off-by: mgoin <mgoin64@gmail.com>
2025-05-20 09:08:37 -07:00
86847700d7
[CI] Add mteb testing to test the accuracy of the embedding model ( #17175 )
2025-05-20 06:51:12 -07:00
6b35cb10a0
[Misc] Add LoRA code owner ( #18387 )
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Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
2025-05-20 03:27:30 -07:00
9609327fa4
[Core] [Bugfix]: tensor parallel with prompt embeds ( #18171 )
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Signed-off-by: Nan2018 <nan@protopia.ai>
Co-authored-by: Andrew Sansom <andrew@protopia.ai>
2025-05-19 20:21:27 -07:00
f07a673eb2
[Misc] Allow `AutoWeightsLoader` to skip loading weights with specific substr in name ( #18358 )
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Signed-off-by: Isotr0py <2037008807@qq.com>
2025-05-19 20:20:12 -07:00
dc1440cf9f
Neuron up mistral ( #18222 )
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Signed-off-by: Satyajith Chilappagari <satchill@amazon.com>
2025-05-19 09:54:47 -07:00
e2ee1e8e9e
[Feature]Add support for models quantized with AutoRound ( #17850 )
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Signed-off-by: wenhuach21 <wenhua.cheng@intel.com>
2025-05-19 09:38:53 -07:00
6781af5608
[Quantization] Pool model support bitsandbytes ( #18087 )
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Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
2025-05-19 09:03:43 -07:00
221cfc2fea
Feature/vllm/input embedding completion api ( #17590 )
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Signed-off-by: Andrew Sansom <andrew@protopia.ai>
Signed-off-by: Nan2018 <nan@protopia.ai>
Co-authored-by: 临景 <linjing.yx@alibaba-inc.com>
Co-authored-by: Bryce1010 <bryceyx@gmail.com>
Co-authored-by: Andrew Sansom <andrew@protopia.ai>
Co-authored-by: Andrew Sansom <qthequartermasterman@gmail.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
2025-05-18 20:18:05 -07:00
9da1095daf
[Spec Decode][V0] Fix spec decode correctness test in V0 eagle/medusa ( #18175 )
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Signed-off-by: wwl2755 <wangwenlong2755@gmail.com>
2025-05-18 19:49:46 -07:00
9ab2c02ff8
Support sequence parallelism combined with pipeline parallelism ( #18243 )
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Signed-off-by: cascade812 <cascade812@outlook.com>
2025-05-17 22:47:25 +00:00
e73b7dfd69
[Bugfix] fix `an illegal memory access was encountered` of marlin kernel + act_order ( #18245 )
2025-05-16 16:02:44 -07:00
7fdfa01530
[Sampler] Adapt to FlashInfer 0.2.3 sampler API ( #15777 )
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Signed-off-by: Bowen Wang <abmfy@icloud.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
2025-05-16 15:14:03 -07:00
390ec88905
[Misc] Consolidate Audio tests into multimodal common generation tests ( #18214 )
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Signed-off-by: Isotr0py <2037008807@qq.com>
2025-05-16 09:18:08 +00:00
541817670c
[Misc] Add Ray Prometheus logger to V1 ( #17925 )
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Signed-off-by: Seiji Eicher <seiji@anyscale.com>
2025-05-16 01:02:42 -07:00
3d2779c29a
[Feature] Support Pipeline Parallism in torchrun SPMD offline inference for V1 ( #17827 )
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Signed-off-by: Lucia Fang <fanglu@fb.com>
2025-05-15 22:28:27 -07:00
6b31c84aff
Throw better error for when running into k8s service discovery issue ( #18209 )
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Signed-off-by: Will Eaton <weaton@redhat.com>
2025-05-15 21:07:28 -07:00
b18201fe06
Allow users to pass arbitrary JSON keys from CLI ( #18208 )
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-05-15 21:05:34 -07:00
4e1c6a0264
[Bugfix] fix rotary embedding test for _get_padded_tensor_shape ( #18229 )
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Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
2025-05-16 01:32:45 +00:00
8795eb9975
[Bugfix] Fix test_eagle test ( #18223 )
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Signed-off-by: Lucia Fang <fanglu@fb.com>
2025-05-15 15:59:42 -07:00
566ec04c3d
Adding "Basic Models Test" and "Multi-Modal Models Test (Extended) 3" in AMD Pipeline ( #18106 )
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Signed-off-by: Alexei V. Ivanov <alexei.ivanov@amd.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
2025-05-15 08:49:23 -07:00
451da4bcbd
add tools into TokenizeChatRequest ( #18187 )
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Signed-off-by: yangxia <yangxiast@gmail.com>
2025-05-15 04:01:49 -07:00
a9944aabfa
fix: typos ( #18151 )
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Signed-off-by: omahs <73983677+omahs@users.noreply.github.com>
2025-05-15 02:16:15 -07:00
a8f5aec20a
[V1] Update zmq socket creation in nixl connector ( #18148 )
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Signed-off-by: Russell Bryant <rbryant@redhat.com>
2025-05-14 23:17:57 -07:00
de71fec81b
[CI] don't skip fixed `test_kv_cache_events()` ( #18183 )
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Signed-off-by: David Xia <david@davidxia.com>
2025-05-14 23:17:16 -07:00
420caf7557
[UT] Add ut for none hash ( #17892 )
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Signed-off-by: Andy Xie <andy.xning@gmail.com>
2025-05-15 13:28:11 +08:00
4f07a64075
Support custom implementations of VideoLoader backends. ( #18091 )
2025-05-15 13:26:49 +08:00
e6b8e65d2d
[Bugfix] Fix fp8 tests for triton_unified_attention for Triton 3.3 ( #18013 )
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Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
Co-authored-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
2025-05-15 13:26:34 +08:00
65334ef3b9
[V1][Metrics] Remove unused code ( #18158 )
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Signed-off-by: Mark McLoughlin <markmc@redhat.com>
2025-05-14 20:13:17 -07:00
e60f550b38
[v1] Support multiple KV cache groups in GPU model runner ( #17945 )
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Signed-off-by: Chen Zhang <zhangch99@outlook.com>
2025-05-14 18:54:54 -07:00
2142035b51
[V1] Support multiple kv connectors ( #17564 )
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Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: Nick Hill <nhill@redhat.com>
Co-authored-by: Nick Hill <nhill@redhat.com>
2025-05-14 16:28:02 -07:00
78aa341d12
[CI] Fix race condition in test_kv_cache_events test ( #18169 )
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Signed-off-by: Russell Bryant <rbryant@redhat.com>
2025-05-14 16:27:48 -07:00
7974736740
Add support for loading torchao models with `AOPerModuleConfig` ( #17826 )
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Signed-off-by: Jerry Zhang <jerryzh168@gmail.com>
2025-05-14 16:24:59 -07:00
2fc9075b82
[V1] Structured Outputs + Thinking compatibility ( #16577 )
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Signed-off-by: Aaron Pham <contact@aarnphm.xyz>
Co-authored-by: Russell Bryant <rbryant@redhat.com>
2025-05-14 15:45:24 -07:00
d93c976a0d
[Kernel] Have rotary embeddings support tensors ( #18046 )
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Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
2025-05-14 15:43:55 -07:00
856865008e
[CI] Disable Failing Tests ( #18165 )
2025-05-14 13:49:56 -07:00
f9c069c85e
Modularize fused experts and integrate PPLX kernels ( #15956 )
2025-05-14 13:11:54 -07:00
59dd311cf5
[KVConnector] Keep KVTransferParams as a dict ( #18033 )
2025-05-14 08:05:57 -07:00
d066e52013
[Bugfix] Fix chat utils tests ( #18139 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-05-14 05:38:21 -07:00
d62a076e84
[Model] GritLM supports other attention backends ( #18109 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-05-14 03:33:19 -07:00
259127f8b8
[Bugfix] Fix LoRA test ( #18123 )
...
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
2025-05-14 10:25:47 +00:00
612c2edb4f
[FEAT] [ROCm]: Add AITER CK 2 Stages MoE support ( #17110 )
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Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
Co-authored-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>
2025-05-14 03:03:11 -07:00
82e7f9bb03
[Misc] replace does not exist model ( #18119 )
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Signed-off-by: rongfu.leng <rongfu.leng@daocloud.io>
2025-05-14 02:13:47 -07:00
8f5dc41481
[Bugfix] Fix entrypoints audio test failure ( #18111 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-05-14 09:08:07 +00:00
63ad622233
[New Model]: support GTE NewModel ( #17986 )
2025-05-14 01:31:31 -07:00
6685890d11
[Fix] Move "model_config" as keyword args in chat_utils.py ( #18098 )
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Signed-off-by: Linkun <github@lkchen.net>
2025-05-13 23:27:26 -07:00
7b2f28deba
[AMD][torch.compile] Enable silu+fp8_quant fusion for rocm ( #18082 )
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Signed-off-by: charlifu <charlifu@amd.com>
2025-05-13 22:13:56 -07:00
2d912fb66f
[FEAT] [ROCm] [V1]: Add AITER biased group topk for DeepSeekV3 ( #17955 )
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Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
Co-authored-by: tjtanaa <tunjian.tan@embeddedllm.com>
2025-05-13 22:03:47 -07:00
f2ae883b67
[v1][KVCacheManager] pass num_new_computed_tokens to kv cache manager ( #18001 )
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Signed-off-by: Chen Zhang <zhangch99@outlook.com>
2025-05-13 19:09:39 -07:00
40de1ef455
[FEAT] [ROCm]: Add AITER Block-Scaled GEMM Feature ( #14968 )
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Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
Co-authored-by: tjtanaa <tunjian.tan@embeddedllm.com>
2025-05-13 19:08:20 -07:00
55aa7af994
[V1] DP scale-out (2/N): Decouple engine process management and comms ( #15977 )
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Signed-off-by: Nick Hill <nhill@redhat.com>
2025-05-13 10:48:21 -07:00
cb528d0585
[Fix] check to make sure processor has chat templates ( #18047 )
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Signed-off-by: Aaron Pham <contact@aarnphm.xyz>
2025-05-13 03:04:10 -07:00
ea6ae8cb45
[Bugfix] Fix marlin moe fallback logic for llama4 ( #18042 )
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Signed-off-by: mgoin <mgoin64@gmail.com>
2025-05-13 07:53:28 +00:00
f0d610a8ae
[v1][KVCacheManager] Avoid full cache hit by controlling max_length ( #17999 )
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Signed-off-by: Chen Zhang <zhangch99@outlook.com>
Co-authored-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
2025-05-13 06:50:38 +00:00
dc1a821768
[Feature][V1] Support `tool_choice: required` when using Xgrammar as the `StructuredOutputBackend`. ( #17845 )
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Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
2025-05-12 23:01:31 -07:00
f6518b2b48
[ROCm] Skip tests for quantizations incompatible with ROCm ( #17905 )
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Signed-off-by: Hissu Hyvarinen <hissu.hyvarinen@amd.com>
2025-05-12 18:39:28 -06:00
acee8f48aa
[Model] Support MiMo-7B inference with MTP ( #17433 )
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Signed-off-by: wp-alpha <wangpeng66@xiaomi.com>
Co-authored-by: wangpeng66 <wangpeng66@xiaomi.com>
2025-05-12 23:25:33 +00:00
dc9905368d
[V1][Spec Decode] Eagle unit tests ( #17350 )
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Signed-off-by: wwl2755 <wangwenlong2755@gmail.com>
2025-05-12 23:01:17 +00:00
ebab1ac37c
[CI] Make JSON output tests less likely to fail ( #17859 )
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Signed-off-by: Russell Bryant <rbryant@redhat.com>
2025-05-12 22:31:54 +00:00
98ea35601c
[Lora][Frontend]Add default local directory LoRA resolver plugin. ( #16855 )
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Signed-off-by: jberkhahn <jaberkha@us.ibm.com>
2025-05-12 10:39:10 -07:00
d19110204c
[P/D] NIXL Integration ( #17751 )
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Signed-off-by: ApostaC <yihua98@uchicago.edu>
Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
Signed-off-by: rshaw@neuralmagic.com <robertgshaw2@gmail.com>
Signed-off-by: Robert Shaw <rshaw@neuralmagic.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: Nick Hill <nhill@redhat.com>
Signed-off-by: Brent Salisbury <bsalisbu@redhat.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
Co-authored-by: ApostaC <yihua98@uchicago.edu>
Co-authored-by: Robert Shaw <rshaw@neuralmagic.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Nick Hill <nhill@redhat.com>
Co-authored-by: Tyler Michael Smith <tysmith@redhat.com>
Co-authored-by: Brent Salisbury <bsalisbu@redhat.com>
2025-05-12 09:46:16 -07:00
05a4324f8e
Initialize the delta tool call fields explicitly ( #17340 )
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Signed-off-by: Max de Bayser <mbayser@br.ibm.com>
Co-authored-by: igmainc <igmainc@icloud.com>
2025-05-12 13:28:58 +00:00
08bf784078
[Bugfix] validate grammar and throw 400 error instead of crashing the engine when xgrammar validation fails ( #17623 )
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Signed-off-by: Jason Cheng <jasoncky96@gmail.com>
Co-authored-by: Russell Bryant <rbryant@redhat.com>
2025-05-12 09:06:10 +08:00
021c16c7ca
[Model] Broadcast Ovis2 implementation to fit Ovis1.6 ( #17861 )
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Signed-off-by: Isotr0py <2037008807@qq.com>
2025-05-11 17:56:30 -07:00
a810b5b088
[BugFix] [ROCm]: Bugfix and handle addition case of input for `rocm_aiter_rms_norm` ( #17857 )
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Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
2025-05-11 04:17:11 -07:00
e4b8713380
[New Model]: nomic-embed-text-v2-moe ( #17785 )
2025-05-11 00:59:43 -07:00
cd3edfc908
[Misc] Add compressed-tensors NVFP4A16 emulation support ( #17914 )
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Signed-off-by: Dipika Sikka <dipikasikka1@gmail.com>
Signed-off-by: Dipika <dipikasikka1@gmail.com>
2025-05-11 15:58:38 +08:00
9cea90eab4
[Frontend] Add /classify endpoint ( #17032 )
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Signed-off-by: Frieda (Jingying) Huang <jingyingfhuang@gmail.com>
2025-05-11 07:57:07 +00:00
8132365b74
[Bugfix]: v1 engine - consider lora adapters in allowed_token_ids ( #17855 )
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Signed-off-by: Ben Browning <bbrownin@redhat.com>
2025-05-11 00:53:58 -07:00
d74e5f37bc
[Kernel] fp4 marlin kernel ( #17687 )
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Signed-off-by: Jinzhen Lin <linjinzhen@hotmail.com>
2025-05-10 19:58:49 -07:00
ca66a1674c
[v1] Rename specialized_manager.py to single_type_kv_cache_manager.py ( #17946 )
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Signed-off-by: Chen Zhang <zhangch99@outlook.com>
2025-05-10 16:14:12 -07:00
950751a987
[v1] Pass BlockTable and KVCacheSpec to AttentionMetadataBuilders ( #17483 )
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Signed-off-by: Chen Zhang <zhangch99@outlook.com>
2025-05-10 16:12:04 -07:00
fc4441a4ee
Add missing content type headers to /ping and /health ( #17036 ) ( #17786 )
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Signed-off-by: Ximo Guanter <ximo.guanter@gmail.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-05-10 07:13:32 +01:00
246e3e0a36
fix broken test vllm:test_kernels - test_attention_selector.py::test_flash_attn ( #17873 )
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Co-authored-by: Stephen Chen <tracelog@meta.com>
2025-05-10 10:46:54 +08:00
0c0fdae84f
[Hardware/NVIDIA/Kernel] Enable nvidia/DeepSeek-R1-FP4 Model ( #16362 )
2025-05-09 16:24:41 -07:00
4b2ed7926a
Improve configs - the rest! ( #17562 )
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-05-09 15:18:44 -07:00
6e5595ca39
[CI/Build] Automatically retry flaky tests ( #17856 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-05-09 09:55:17 -06:00
200da9a517
[v1] Move block management logic from KVCacheManager to SpecializedManager ( #17474 )
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Signed-off-by: Chen Zhang <zhangch99@outlook.com>
2025-05-09 15:25:34 +00:00
c6798baa9c
Change `top_k` to be disabled with `0` (still accept `-1` for now) ( #17773 )
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-05-09 10:01:49 +00:00
d310e6de98
[BUGFIX]: return fast when request requires prompt logprobs ( #17251 )
2025-05-08 21:25:41 -07:00
3c9396a64f
[FEAT][ROCm]: Support AITER MLA on V1 Engine ( #17523 )
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Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
Co-authored-by: qli88 <qiang.li2@amd.com>
Co-authored-by: Hongxia Yang <62075498+hongxiayang@users.noreply.github.com>
2025-05-09 10:42:05 +08:00
376786fac1
Add cutlass support for blackwell fp8 blockwise gemm ( #14383 )
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Signed-off-by: Shu Wang <shuw@nvidia.com>
2025-05-08 15:09:55 -07:00
ec54d73c31
[CI] Fix test_collective_rpc ( #17858 )
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Signed-off-by: Russell Bryant <rbryant@redhat.com>
2025-05-08 16:47:12 +00:00
bb239a730f
[Bugfix] Fix quark fp8 format loading on AMD GPUs ( #12612 )
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Signed-off-by: Felix Marty <felmarty@amd.com>
Signed-off-by: kewang2 <kewang2@amd.com>
Co-authored-by: kewang2 <kewang2@amd.com>
2025-05-08 02:53:53 -07:00
a463555dee
[TPU] Fix the test_sampler ( #17820 )
2025-05-08 05:51:33 -04:00
96722aa81d
[Frontend] Chat template fallbacks for multimodal models ( #17805 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-05-07 23:05:54 -07:00
5a499e70d5
[Kernel][Hardware][AMD] Bf16 mfma opt for ROCm skinny GEMMs ( #17071 )
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Signed-off-by: Hashem Hashemi <hashem.hashemi@amd.com>
Signed-off-by: charlifu <charlifu@amd.com>
Co-authored-by: charlifu <charlifu@amd.com>
2025-05-07 22:34:49 -07:00
6930a41116
[V1] Add VLLM_ALLOW_INSECURE_SERIALIZATION env var ( #17490 )
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Signed-off-by: Russell Bryant <rbryant@redhat.com>
Signed-off-by: Nick Hill <nhill@redhat.com>
Co-authored-by: Nick Hill <nhill@redhat.com>
2025-05-08 13:34:02 +08:00
7ea2adb802
[Core] Support full cuda graph in v1 ( #16072 )
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Signed-off-by: Chanh Nguyen <cnguyen@linkedin.com>
Co-authored-by: Chanh Nguyen <cnguyen@linkedin.com>
2025-05-07 22:30:15 -07:00
d43f914d42
[Core][Feature] Input metadata dump on crash ( #13407 )
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Signed-off-by: Wallas Santos <wallashss@ibm.com>
2025-05-07 22:15:09 +00:00
c20ef40fd0
[Hardware][TPU][V1] Multi-LoRA implementation for the V1 TPU backend ( #14238 )
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Signed-off-by: Akshat Tripathi <akshat@krai.ai>
Signed-off-by: Chengji Yao <chengjiyao@google.com>
Co-authored-by: Chengji Yao <chengjiyao@google.com>
2025-05-07 16:28:47 -04:00
db593aa67f
[Quantization] Quark MXFP4 format loading ( #16943 )
2025-05-07 15:05:05 -04:00
f98e307588
[Bugfix] Fix missing lora name mapping for lora without prefix ( #17793 )
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Signed-off-by: Isotr0py <2037008807@qq.com>
2025-05-07 16:17:12 +00:00
be8ff88e66
[Bugfix] Fix Video IO error for short video ( #17791 )
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Signed-off-by: Isotr0py <2037008807@qq.com>
2025-05-07 15:36:06 +00:00
98c89e16ff
Make key optional for rotary embedding ( #17566 )
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Signed-off-by: Yong Hoon Shin <yhshin@meta.com>
2025-05-07 00:11:46 -07:00
324a3119b0
Fix test_memory_usage_no_spec ( #17754 )
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Signed-off-by: Yong Hoon Shin <yhshin@meta.com>
2025-05-07 00:10:33 -07:00
8a15c2603a
[Frontend] Add missing chat templates for various MLLMs ( #17758 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-05-07 00:10:01 -07:00
043e4c4955
Add NeuronxDistributedInference support, Speculative Decoding, Dynamic on-device sampling ( #16357 )
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Signed-off-by: Satyajith Chilappagari <satchill@amazon.com>
Co-authored-by: Aaron Dou <yzdou@amazon.com>
Co-authored-by: Shashwat Srijan <sssrijan@amazon.com>
Co-authored-by: Chongming Ni <chongmni@amazon.com>
Co-authored-by: Amulya Ballakur <amulyaab@amazon.com>
Co-authored-by: Patrick Lange <patlange@amazon.com>
Co-authored-by: Elaine Zhao <elaineyz@amazon.com>
Co-authored-by: Lin Lin Pan <tailinpa@amazon.com>
Co-authored-by: Navyadhara Gogineni <navyadha@amazon.com>
Co-authored-by: Yishan McNabb <yishanm@amazon.com>
Co-authored-by: Mrinal Shukla <181322398+mrinalks@users.noreply.github.com>
2025-05-07 00:07:30 -07:00
1a45a61387
[Kernel] GGUF MoeVec kernel ( #16780 )
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Signed-off-by: SzymonOzog <szymon.ozog@aleph-alpha.com>
Signed-off-by: SzymonOzog <szymon.ozog@gmail.com>
Signed-off-by: Isotr0py <2037008807@qq.com>
Co-authored-by: Isotr0py <2037008807@qq.com>
2025-05-06 23:07:23 -07:00
822de7fb94
[Misc] Split model loader ( #17712 )
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Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
2025-05-07 12:42:26 +08:00
e50a1f1a9c
[TPU] Add kernel test for moe_pallas ( #17496 )
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Signed-off-by: Michael Goin <mgoin64@gmail.com>
2025-05-06 17:59:57 -07:00
18dd5e01f2
[Model] Mamba2 causal conv1d Refactor to Split Prefill and Decode Requests for Corresponding Kernels ( #17146 )
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Signed-off-by: Chih-Chieh-Yang <7364402+cyang49@users.noreply.github.com>
2025-05-06 17:59:30 -07:00
2f925e5777
[Kernel] Unified Triton kernel that doesn't distinguish between prefill + decode ( #16828 )
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Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
Co-authored-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
2025-05-06 18:21:48 -04:00
aabcd2cae3
[v1] Introduce KVCacheBlocks as interface between Scheduler and KVCacheManager ( #17479 )
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Signed-off-by: Chen Zhang <zhangch99@outlook.com>
2025-05-06 08:50:34 -07:00
a6fed02068
[V1][PP] Support PP for MultiprocExecutor ( #14219 )
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Signed-off-by: jiang1.li <jiang1.li@intel.com>
Signed-off-by: jiang.li <jiang1.li@intel.com>
2025-05-06 07:58:05 -07:00
f9bc5a0693
[Bugfix] Fix triton import with local TritonPlaceholder ( #17446 )
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Signed-off-by: Mengqing Cao <cmq0113@163.com>
2025-05-06 17:53:09 +08:00
6eae34533a
[Misc] Fix ScalarType float4 naming ( #17690 )
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Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
2025-05-06 01:07:15 -07:00
999328be0d
[Model] Add GraniteMoeHybrid 4.0 model ( #17497 )
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Signed-off-by: Thomas Ortner <boh@zurich.ibm.com>
Signed-off-by: Stanislaw Wozniak <stw@zurich.ibm.com>
Co-authored-by: Thomas Ortner <boh@zurich.ibm.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
Co-authored-by: Tyler Michael Smith <tysmith@redhat.com>
2025-05-06 12:00:31 +08:00
5941e0b7ea
[TPU][V1] Add support for top-logprobs ( #17072 )
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Signed-off-by: NickLucche <nlucches@redhat.com>
2025-05-05 14:20:15 -07:00
9765940824
[TPU] Enable gemma3-27b with TP>1 on multi-chips. ( #17335 )
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Signed-off-by: Xiongfei Wei <isaacwxf23@gmail.com>
2025-05-05 14:19:58 -07:00
5ea5c514da
[BugFix] Increase timeout for startup failure test ( #17642 )
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Signed-off-by: Nick Hill <nhill@redhat.com>
2025-05-05 20:53:19 +00:00
1d0c9d6b2d
[Kernel] some optimizations for dense marlin and moe marlin ( #16850 )
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Signed-off-by: Jinzhen Lin <linjinzhen@hotmail.com>
2025-05-05 09:39:30 -07:00
d6484ef3c3
Add full API docs and improve the UX of navigating them ( #17485 )
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-05-03 19:42:43 -07:00
f66f1e0fa3
[Bugfix] Fix broken Qwen2.5-omni tests ( #17613 )
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Signed-off-by: Isotr0py <2037008807@qq.com>
2025-05-03 17:08:14 +00:00
887d7af882
[Core] Gate `prompt_embeds` behind a feature flag ( #17607 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-05-04 00:19:20 +08:00
b90b0852e9
[easy] Print number of needed GPUs in skip message ( #17594 )
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Signed-off-by: rzou <zou3519@gmail.com>
2025-05-02 15:27:43 -07:00
3e887d2e0c
permute/unpermute kernel for moe optimization ( #14568 )
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Signed-off-by: Caleb_Du <Caleb_Du@zju.edu.cn>
2025-05-02 11:31:55 -07:00
cb234955df
[Misc] Clean up input processing ( #17582 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-05-02 08:11:53 -07:00
99404f53c7
[Security] Fix image hash collision ( #17378 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-05-02 08:36:39 -04:00
785d75a03b
Automatically tell users that dict args must be valid JSON in CLI ( #17577 )
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-05-02 05:24:55 -07:00
d7543862bd
[Misc] Rename assets for testing ( #17575 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-05-02 03:29:25 -07:00
c777df79f7
[BugFix] Fix Memory Leak ( #17567 )
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Signed-off-by: rshaw@neuralmagic.com <robertgshaw2@gmail.com>
2025-05-02 01:07:03 -07:00
cc2a77d7f1
[Core] [Bugfix] Add Input Embeddings ( #15428 )
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Signed-off-by: Andrew Sansom <andrew@protopia.ai>
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: 临景 <linjing.yx@alibaba-inc.com>
Co-authored-by: Bryce1010 <bryceyx@gmail.com>
Co-authored-by: Nan2018 <nan@protopia.ai>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
Co-authored-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-05-02 01:06:39 -07:00
109e15a335
Add `pt_load_map_location` to allow loading to cuda ( #16869 )
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Signed-off-by: Jerry Zhang <jerryzh168@gmail.com>
2025-05-01 23:23:42 -07:00
f89d0e11bf
[Misc] Continue refactoring model tests ( #17573 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-05-01 22:06:08 -07:00
292fc59d61
[CI] Actually run tests/kv_transfer/test_disagg.py in CI ( #17555 )
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Signed-off-by: mgoin <mgoin64@gmail.com>
2025-05-02 04:05:04 +00:00
88c8304104
[Model] Refactor Ovis2 to support original tokenizer ( #17537 )
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Signed-off-by: Isotr0py <2037008807@qq.com>
2025-05-01 11:00:53 -07:00
460a2b1100
[torch.compile] Add torch inductor pass for fusing silu_and_mul with subsequent scaled_fp8_quant operations ( #10867 )
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Signed-off-by: Sage Moore <sage@neuralmagic.com>
2025-05-01 07:59:28 -07:00
98060b001d
[Feature][Frontend]: Deprecate --enable-reasoning ( #17452 )
...
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
2025-05-01 06:46:16 -07:00
b74d888c63
Fix more broken speculative decode tests ( #17450 )
...
Signed-off-by: Huy Do <huydhn@gmail.com>
2025-05-01 06:05:58 -07:00
48e925fab5
[Misc] Clean up test docstrings and names ( #17521 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-05-01 05:19:32 -07:00
fbefc8a78d
[Core] Enable IPv6 with vllm.utils.make_zmq_socket() ( #16506 )
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Signed-off-by: Russell Bryant <rbryant@redhat.com>
2025-05-01 09:38:18 +00:00
13cf6b6236
[BugFix] fix speculative decoding memory leak when speculation is disabled ( #15506 )
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Signed-off-by: Noah Yoshida <noahcy117@gmail.com>
2025-04-30 23:28:17 -07:00
afb4429b4f
[CI/Build] Reorganize models tests ( #17459 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-04-30 23:03:08 -07:00
aa4502e7f3
[CI][Bugfix] Fix failing V1 Test due to missing 'cache_salt' arg ( #17500 )
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Signed-off-by: mgoin <mgoin64@gmail.com>
2025-04-30 21:03:30 -07:00
17b4d85f63
[CI][TPU] Skip structured outputs+spec decode tests on TPU ( #17510 )
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Signed-off-by: mgoin <mgoin64@gmail.com>
2025-04-30 20:36:20 -07:00
dbc18e7816
[CI][TPU] Skip Multimodal test ( #17488 )
...
Signed-off-by: Siyuan Liu <lsiyuan@google.com>
2025-04-30 19:51:39 -07:00
81ecf425f0
[v1][Spec Decode] Make sliding window compatible with eagle prefix caching ( #17398 )
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Signed-off-by: Chen Zhang <zhangch99@outlook.com>
2025-04-30 18:25:53 +00:00
947f2f5375
[V1] Allow turning off pickle fallback in vllm.v1.serial_utils ( #17427 )
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Signed-off-by: Russell Bryant <rbryant@redhat.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
2025-04-30 16:10:54 +00:00
0be6d05b5e
[V1][Metrics] add support for kv event publishing ( #16750 )
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Signed-off-by: alec-flowers <aflowers@nvidia.com>
Signed-off-by: Mark McLoughlin <markmc@redhat.com>
Co-authored-by: Mark McLoughlin <markmc@redhat.com>
2025-04-30 07:44:45 -07:00
77073c77bc
[Core] Prevent side-channel attacks via cache salting ( #17045 )
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Signed-off-by: Marko Rosenmueller <5467316+dr75@users.noreply.github.com>
2025-04-30 20:27:21 +08:00
a7d5b016bd
[TPU][V1][CI] Update regression test baseline for v6 CI ( #17064 )
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Signed-off-by: NickLucche <nlucches@redhat.com>
2025-04-30 04:03:22 -07:00
54072f315f
[MODEL ADDITION] Ovis2 Model Addition ( #15826 )
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Signed-off-by: Marco <121761685+mlinmg@users.noreply.github.com>
Signed-off-by: Isotr0py <2037008807@qq.com>
Signed-off-by: isotr0py <2037008807@qq.com>
Co-authored-by: Isotr0py <2037008807@qq.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
2025-04-30 07:33:29 +00:00
88fcf00dda
Fix some speculative decode tests with tl.dot ( #17371 )
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Signed-off-by: Huy Do <huydhn@gmail.com>
2025-04-29 19:41:02 -07:00
13698db634
Improve configs - `ModelConfig` ( #17130 )
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-04-30 10:38:22 +08:00
1c2bc7ead0
Truncation control for embedding models ( #14776 )
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Signed-off-by: Gabriel Marinho <gmarinho@ibm.com>
Signed-off-by: Max de Bayser <mbayser@br.ibm.com>
Co-authored-by: Max de Bayser <mbayser@br.ibm.com>
2025-04-30 09:24:57 +08:00
34120f5acd
[V1][Feature] Enable Speculative Decoding with Structured Outputs ( #14702 )
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Signed-off-by: Benjamin Chislett <benjamin.chislett@centml.ai>
Signed-off-by: Benjamin Chislett <chislett.ben@gmail.com>
2025-04-30 00:02:10 +00:00
7489ec0bab
Remove Bamba 9B from CI ( #17407 )
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-04-29 21:10:31 +00:00
0350809f3a
Remove Falcon3 2x7B from CI ( #17404 )
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-04-29 19:52:25 +00:00
a6977dbd15
Simplify (and fix) passing of guided decoding backend options ( #17008 )
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-04-29 19:02:23 +00:00
a39203f99e
[Bugfix] add qwen3 reasoning-parser fix content is None when disable … ( #17369 )
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Signed-off-by: mofanke <mofanke@gmail.com>
2025-04-29 16:32:40 +00:00
2ef5d106bb
Improve literal dataclass field conversion to argparse argument ( #17391 )
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-04-29 16:25:08 +00:00
88ad9ec6b2
[Frontend] Support `chat_template_kwargs` in `LLM.chat` ( #17356 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-04-29 22:03:35 +08:00
00ee37efa2
[Bugfix] Clean up MiniMax-VL and fix processing ( #17354 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-04-29 20:42:16 +08:00
890f104cdf
[Doc] Fix QWen3MOE info ( #17381 )
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Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
2025-04-29 12:38:32 +00:00
bdb2cddafc
[Misc]Use a platform independent interface to obtain the device attributes ( #17100 )
2025-04-29 06:59:13 +00:00
cde384cd92
[Model] support MiniMax-VL-01 model ( #16328 )
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Signed-off-by: qingjun <qingjun@minimaxi.com>
2025-04-29 12:05:50 +08:00
86d9fc29cb
implement Structural Tag with Guidance backend ( #17333 )
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Signed-off-by: Michal Moskal <michal@moskal.me>
2025-04-29 02:21:32 +00:00
b6dd32aa07
Make name of `compressed-tensors` quant method consistent across vLLM ( #17255 )
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-04-28 16:28:13 +00:00
f94886946e
Improve conversion from dataclass configs to argparse arguments ( #17303 )
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-04-28 16:22:12 +00:00
fa93cd9f60
[Model] Add Granite Speech Support ( #16246 )
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Signed-off-by: Alex-Brooks <Alex.brooks@ibm.com>
Signed-off-by: Alex-Brooks <Alex.Brooks@ibm.com>
2025-04-28 10:05:00 +00:00
20e489eaa1
[V1][Spec Decode] Make eagle compatible with prefix caching. ( #17137 )
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Signed-off-by: LiuXiaoxuanPKU <lilyliupku@gmail.com>
2025-04-27 09:29:43 -07:00
690fe019f0
[Feature] support sequence parallelism using compilation pass ( #16155 )
...
Signed-off-by: cascade812 <cascade812@outlook.com>
Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
2025-04-27 06:29:35 -07:00
ed7a29d9f8
[NVIDIA] Support Cutlass MLA for Blackwell GPUs ( #16032 )
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Signed-off-by: kaixih <kaixih@nvidia.com>
2025-04-27 06:29:21 -07:00
756848e79e
[Bugfix] Fix Lora Name Parsing ( #17196 )
...
Signed-off-by: Alex-Brooks <Alex.Brooks@ibm.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
2025-04-27 20:33:09 +08:00
93a126fbc7
[Misc] Make cached tokenizer pickle-compatible ( #17048 )
...
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-04-27 13:05:00 +08:00
8e4b351a0c
[Kernel][Triton][FP8] Adding fp8 and variable length sequence support to Triton FAv2 kernel ( #12591 )
...
Signed-off-by: Randall Smith <Randall.Smith@amd.com>
2025-04-27 00:35:08 +00:00
9869453c42
Update test_flash_attn.py ( #17102 )
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Signed-off-by: ShuaibinLi <lishuaibin@live.cn>
2025-04-26 22:17:35 +00:00
fd11a325b8
[MISC] rename interval to max_recent_requests ( #14285 )
2025-04-26 16:59:18 +00:00
f8acd01ff7
[V1] Add `structural_tag` support using xgrammar ( #17085 )
2025-04-26 14:06:37 +00:00
909fdaf152
[Bugfix] Fix standard models tests ( #17217 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-04-26 02:26:41 -07:00
df6f3ce883
[Core] Remove prompt string from engine core data structures ( #17214 )
...
Signed-off-by: Nick Hill <nhill@redhat.com>
2025-04-25 23:41:05 -07:00
513f074766
[CI/test] Fix Eagle Correctness Test ( #17209 )
...
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
2025-04-25 23:40:36 -07:00
b07bf83c7d
[BugFix] Avoid race conditions in zero-copy tensor transmission ( #17203 )
...
Signed-off-by: Nick Hill <nhill@redhat.com>
2025-04-26 06:00:07 +00:00
53e8cf53a4
[V1][Metrics] Allow V1 AsyncLLM to use custom logger ( #14661 )
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Signed-off-by: Zijing Liu <liuzijing2014@gmail.com>
Signed-off-by: Mark McLoughlin <markmc@redhat.com>
Signed-off-by: Nick Hill <nhill@redhat.com>
Co-authored-by: Mark McLoughlin <markmc@redhat.com>
Co-authored-by: Nick Hill <nhill@redhat.com>
2025-04-25 22:05:40 -07:00
9e96f56efb
Allocate kv_cache with stride order ( #16605 )
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Signed-off-by: shuw <shuw@nvidia.com>
2025-04-25 22:03:31 -07:00
a0e619e62a
[V1][Spec Decode] EAGLE-3 Support ( #16937 )
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Signed-off-by: Bryan Lu <yuzhelu@amazon.com>
Signed-off-by: Benjamin Chislett <benjamin.chislett@centml.ai>
Co-authored-by: Bryan Lu <yuzhelu@amazon.com>
2025-04-25 15:43:07 -07:00
70116459c3
[BugFix][Frontend] Fix `LLM.chat()` tokenization ( #16081 )
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Signed-off-by: Nick Hill <nhill@redhat.com>
2025-04-25 22:20:05 +00:00
43faa0461a
[Bugfix] Fix hybrid model tests ( #17182 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-04-25 15:14:37 -07:00
423e9f1cbe
Use Transformers helper `get_text_config()` instead of checking for `text_config` ( #17105 )
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-04-25 08:47:35 -07:00
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