 sychen52
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d0105b84f0
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add mixed precision support for modelopt (#35047)
Signed-off-by: Shiyang Chen <shiychen@nvidia.com>
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2026-02-26 21:56:24 +00:00 |
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Harry Mellor
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c4f38696f7
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Use Xet high performance mode for Transformers v5 (#35098)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2026-02-23 08:19:30 -08:00 |
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Asaf Joseph Gardin
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1faa8cb73c
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[Quantization] - Added uses_meta_device_weights to quant config (#34645)
Signed-off-by: Josephasafg <ajgard7@gmail.com>
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2026-02-17 23:43:44 -08:00 |
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Kyle SayersandMichael Goin
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e9cd691132
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[Bugfix] Fix Sparse24 Compressed Tensors models (#33446)
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
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2026-02-11 23:15:16 -08:00 |
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Balaxxe
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8d48d0a9d9
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[Bugfix] Sort hf_weights_files in fastsafetensors_weights_iterator to match #33491 (#34190)
Signed-off-by: Balaxxe <136368465+jaim12005@users.noreply.github.com>
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2026-02-09 23:06:30 -08:00 |
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Nick HillandCyrus Leung
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d9bede0314
|
[BugFix] Fix fastsafetensors TP all procs using all GPUs (#34070)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
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2026-02-09 15:15:46 +08:00 |
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emricksini-h
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325ab6b0a8
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[Feature] OTEL tracing during loading (#31162)
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2026-02-05 16:59:28 -08:00 |
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Lumosisandmgoin
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42d5d705f9
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[Minor] Sort safetensors files to ensure deterministic loading order (#33491)
Signed-off-by: Lihao Ran <imlihao.ran@gmail.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
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2026-02-05 17:05:09 -05:00 |
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Vasiliy Kuznetsov
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0130223bd9
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fix memory for online fp8 quantization with streaming weight load (#31914)
Signed-off-by: vasiliy <vasiliy@fb.com>
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2026-02-02 14:17:42 -05:00 |
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Eldar Kurtić
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44f08af3a7
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Add llmcompressor fp8 kv-cache quant (per-tensor and per-attn_head) (#30141)
Signed-off-by: Eldar Kurtic <8884008+eldarkurtic@users.noreply.github.com>
Signed-off-by: eldarkurtic <8884008+eldarkurtic@users.noreply.github.com>
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2026-01-22 13:29:57 -07:00 |
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Yi Liu
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50632adc58
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Consolidate Intel Quantization Toolkit Integration in vLLM (#31716)
Signed-off-by: yiliu30 <yi4.liu@intel.com>
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2026-01-14 07:11:30 +00:00 |
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roikoren755
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bf184a6621
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Enable quantized attention in NemotronH models (#31898)
Signed-off-by: Roi Koren <roik@nvidia.com>
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2026-01-07 17:37:19 +00:00 |
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d386ab1412
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[Docs] Improve malformed exception caused by backslash line continuations (#31694)
Signed-off-by: maang <maang_h@163.com>
Signed-off-by: maang <55082429+maang-h@users.noreply.github.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
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2026-01-05 17:51:54 -08:00 |
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Michael Goin
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100f93d2be
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Filter safetensors files to download if .safetensors.index.json exists (#30537)
Signed-off-by: mgoin <mgoin64@gmail.com>
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2025-12-18 14:51:17 +00:00 |
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liangel-02
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4b03b50211
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update torchao safetensors impl (#30155)
Signed-off-by: Angel Li <liangel@meta.com>
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2025-12-09 12:46:35 +08:00 |
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Tsukasa OI
|
42c1949643
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[Bugfix][Quantization] Support BF16 tensors on GGUF (#29948)
Signed-off-by: Tsukasa OI <floss_llm@irq.a4lg.com>
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2025-12-03 10:33:46 +00:00 |
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Injae RyouandIsotr0py
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794029f012
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[Feature]: Improve GGUF loading from HuggingFace user experience like repo_id:quant_type (#29137)
Signed-off-by: Injae Ryou <injaeryou@gmail.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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2025-11-25 14:28:53 +00:00 |
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liangel-02
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1d642872a2
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[torchao] fix safetensors for sharding (#28169)
Signed-off-by: Angel Li <liangel@meta.com>
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2025-11-19 16:39:45 -08:00 |
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c2612371ad
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[Model] Add Gemma3 GGUF multimodal support (#27772)
Signed-off-by: Luciano Martins <lucianommartins@users.noreply.github.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Luciano Martins <lucianommartins@users.noreply.github.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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2025-11-18 08:56:29 -08:00 |
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Harry Mellor
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51c599f0ec
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Skip models that cannot currently init on Transformers v5 (#28471)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2025-11-12 23:43:57 +00:00 |
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17d055f527
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[Feat] Adds runai distributed streamer (#27230)
Signed-off-by: bbartels <benjamin@bartels.dev>
Signed-off-by: Benjamin Bartels <benjamin@bartels.dev>
Co-authored-by: omer-dayan <omdayan@nvidia.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
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2025-10-29 21:09:10 -07:00 |
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Wentao Ye
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52efc34ebf
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[Log] Optimize Startup Log (#26740)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2025-10-24 19:27:04 -04:00 |
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Cyrus Leung
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4d4d6bad19
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[Chore] Separate out vllm.utils.importlib (#27022)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2025-10-17 00:48:59 +00:00 |
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Harry Mellor
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8fcaaf6a16
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Update Optional[x] -> x | None and Union[x, y] to x | y (#26633)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2025-10-12 09:51:31 -07:00 |
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liangel-02
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b32260ab85
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[torchao] safetensors integration (#25969)
Signed-off-by: Angel Li <liangel@meta.com>
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2025-10-07 20:12:35 -06:00 |
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Harry Mellor
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d6953beb91
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Convert formatting to use ruff instead of yapf + isort (#26247)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2025-10-05 07:06:22 -07:00 |
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Pavani Majety
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a26917332f
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[Quantization/NVFP4] Speed up TRTLLM NVFP4 MOE weight loading and fix K/V scale loading for MLA Attn (#25968)
Signed-off-by: Pavani Majety <pmajety@nvidia.com>
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2025-10-03 19:35:06 +00:00 |
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Jerry Zhang
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c31246800c
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Support RL online quantization with torchao (#23014)
Signed-off-by: Jerry Zhang <jerryzh168@gmail.com>
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2025-10-01 16:39:29 -07:00 |
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Cyrus Leung
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d346ec695e
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[CI/Build] Consolidate model loader tests and requirements (#25765)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2025-09-26 21:45:20 -07:00 |
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Harry Mellor
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8c853050e7
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[Docs] Enable fail_on_warning for the docs build in CI (#25580)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2025-09-24 19:30:33 +00:00 |
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bf8b26cad1
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Generate _ModelInfo properties file when loading to improve loading speed (#23558)
Signed-off-by: Manoel Marques <manoel.marques@ibm.com>
Signed-off-by: Manoel Marques <manoelmrqs@gmail.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
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2025-09-20 11:51:13 +00:00 |
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Harry Mellor
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d6249d0699
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Fix typing for safetensors_load_strategy (#24641)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2025-09-11 10:41:39 +00:00 |
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shengshiqi-googleandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
|
41329a0ff9
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[Core] feat: Add --safetensors-load-strategy flag for faster safetensors loading from Lustre (#24469)
Signed-off-by: Shiqi Sheng <shengshiqi@google.com>
Signed-off-by: shengshiqi-google <160179165+shengshiqi-google@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
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2025-09-10 23:10:01 -07:00 |
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Harry Mellor
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f36355abfd
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Move LoadConfig from config/__init__.py to config/load.py (#24566)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2025-09-10 06:14:18 -07:00 |
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Yang KaiyongandSimon Mo
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43d9ad03ba
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[Model loader]: support multi-thread model weight loading (#23928)
Signed-off-by: Yang Kaiyong <yangkaiyong.yky@antgroup.com>
Signed-off-by: Simon Mo <simon.mo@hey.com>
Co-authored-by: Simon Mo <simon.mo@hey.com>
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2025-09-08 18:49:39 +00:00 |
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Li Wang
|
5e537f45b4
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[Bugfix] Fix get_quant_config when using modelscope (#24421)
Signed-off-by: wangli <wangli858794774@gmail.com>
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2025-09-08 11:03:02 +00:00 |
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Harry Mellor
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5674a40366
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[Misc] Make download_weights_from_hf more reliable (#23863)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2025-08-29 12:37:24 -07:00 |
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Isotr0py
|
4645024d3a
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[Quantization] Allow GGUF quantization to skip unquantized layer (#23188)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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2025-08-22 13:04:22 -06:00 |
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杨朱 · Kiki
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695e7adcd2
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[misc] Remove outdate comment about runai_model_streamer (#23421)
Signed-off-by: carlory <baofa.fan@daocloud.io>
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2025-08-22 13:08:53 +00:00 |
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Zhiyu
|
d57dc2364e
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Add ModelOpt Qwen3 nvfp4 support (#20101)
Signed-off-by: Zhiyu Cheng <zhiyuc@nvidia.com>
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2025-08-07 19:18:19 -07:00 |
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Benjamin BartelsandCyrus Leung
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b194557a6c
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Adds parallel model weight loading for runai_streamer (#21330)
Signed-off-by: bbartels <benjamin@bartels.dev>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
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2025-07-22 08:15:53 -07:00 |
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Nir DavidandUri Livne
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01513a334a
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Support FP8 Quantization and Inference Run on Intel Gaudi (HPU) using INC (Intel Neural Compressor) (#12010)
Signed-off-by: Nir David <ndavid@habana.ai>
Signed-off-by: Uri Livne <ulivne@habana.ai>
Co-authored-by: Uri Livne <ulivne@habana.ai>
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2025-07-16 15:33:41 -04:00 |
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Zhiyu
|
4afe687a82
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Enable ModelOpt Llama4 fp8 checkpoint deployment (#20419)
Signed-off-by: Zhiyu Cheng <zhiyuc@nvidia.com>
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2025-07-11 23:07:16 -07:00 |
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Simon Mo
|
b854321ffe
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[Docs] Lazy import gguf (#20785)
Signed-off-by: simon-mo <simon.mo@hey.com>
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2025-07-10 16:06:37 -07:00 |
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Simon Mo
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02f0c7b220
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[Misc] Add SPDX-FileCopyrightText (#19100)
Signed-off-by: simon-mo <simon.mo@hey.com>
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2025-06-03 11:20:17 -07:00 |
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Chenyaaang
|
f8977c233f
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Fix an error in dummy weight loading for quantization models (#18855)
Signed-off-by: Chenyaaang <chenyangli@google.com>
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2025-05-29 03:07:20 -07:00 |
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Ning Xie
|
44073a7ac3
|
[BUGFIX] catch subclass first for try...except (#18672)
Signed-off-by: Andy Xie <andy.xning@gmail.com>
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2025-05-25 05:34:24 +00:00 |
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Ning Xie
|
6c6dcd8611
|
[MISC] correct signature for LoaderFunction (#18670)
Signed-off-by: Andy Xie <andy.xning@gmail.com>
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2025-05-24 20:17:47 -07:00 |
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Harry Mellor
|
07ad27121f
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Update deprecated type hinting in model_loader (#18130)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
|
2025-05-15 04:00:21 -07:00 |
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Tao He
|
60f7624334
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Implements dual-chunk-flash-attn backend for dual chunk attention with sparse attention support (#11844)
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2025-05-12 19:52:47 -07:00 |
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