51d7c6a2b2
[Model] Support Mistral3 in the HF Transformers format ( #15505 )
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Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
2025-04-01 06:10:05 -07:00
239b7befdd
[V1][Spec Decode] Remove deprecated spec decode config params ( #15466 )
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Signed-off-by: Shangming Cai <caishangming@linux.alibaba.com>
2025-03-31 09:19:35 -07:00
09e974d483
[Bugfix] Check dimensions of multimodal embeddings in V1 ( #15816 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-03-31 09:01:35 -07:00
3c0ff914ac
[Bugfix] Fix Mllama interleaved images input support ( #15564 )
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Signed-off-by: Isotr0py <2037008807@qq.com>
Co-authored-by: Chen Zhang <zhangch99@outlook.com>
2025-03-29 18:11:15 +00:00
de1cb38769
[Model] Support Skywork-R1V ( #15397 )
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Signed-off-by: jiacai.liu <932997367@qq.com>
Co-authored-by: jiacai.liu <932997367@qq.com>
2025-03-28 20:39:21 -07:00
15dac210f0
[V1] AsyncLLM data parallel ( #13923 )
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Signed-off-by: Nick Hill <nhill@redhat.com>
2025-03-27 16:14:41 -07:00
619d3de8bd
[TPU] [V1] fix cases when max_num_reqs is set smaller than MIN_NUM_SEQS ( #15583 )
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Signed-off-by: Chengji Yao <chengjiyao@google.com>
2025-03-26 22:46:26 -07:00
e64afa455c
multi-node offline DP+EP example ( #15484 )
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Signed-off-by: youkaichao <youkaichao@gmail.com>
2025-03-26 23:54:24 +08:00
4ec2cee000
[Misc] improve example script output ( #15528 )
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Signed-off-by: reidliu41 <reid201711@gmail.com>
Co-authored-by: reidliu41 <reid201711@gmail.com>
2025-03-26 10:12:47 +00:00
a9e879b316
[Misc] Clean up MiniCPM-V/O code ( #15337 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-03-25 10:22:52 +00:00
50c9636d87
[V1][Usage] Refactor speculative decoding configuration and tests ( #14434 )
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Signed-off-by: Shangming Cai <caishangming@linux.alibaba.com>
2025-03-22 19:28:10 -10:00
e588ac237c
Add an example for reproducibility ( #15262 )
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Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
2025-03-20 19:55:47 -07:00
10f55fe6c5
[Misc] Clean up the BitsAndBytes arguments ( #15140 )
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Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
2025-03-20 19:17:12 -07:00
34868b106a
[Doc] Update Mistral Small 3.1/Pixtral example ( #15184 )
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Signed-off-by: Roger Wang <ywang@roblox.com>
2025-03-20 04:46:06 +00:00
ffa443afed
[Bugfix] Fix embedding assignment for InternVL-based models ( #15086 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-03-20 03:40:13 +00:00
46c759c165
[Bugfix] Fix LoRA extra vocab size ( #15047 )
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Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
2025-03-18 09:40:29 -07:00
f863ffc965
[Mistral-Small 3.1] Update docs and tests ( #14977 )
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Signed-off-by: Roger Wang <ywang@roblox.com>
Co-authored-by: Roger Wang <ywang@roblox.com>
2025-03-18 03:29:42 -07:00
6eaf1e5c52
[Misc] Add `--seed` option to offline multi-modal examples ( #14934 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-03-17 03:00:17 -07:00
b82662d952
[BugFix] Fix torch distributed stateless PG backend init ( #14870 )
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Signed-off-by: Nick Hill <nhill@redhat.com>
2025-03-15 20:26:19 -07:00
61c6a5a796
[VLM] Merged multi-modal processor for Pixtral ( #12211 )
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Signed-off-by: remi <remi@mistral.ai>
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-03-15 06:28:27 -07:00
9ed6ee92d6
[Bugfix] EAGLE output norm bug ( #14464 )
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Signed-off-by: Bryan Lu <yuzhelu@amazon.com>
2025-03-15 06:50:33 +00:00
382403921f
[VLM] Support pan-and-scan for Gemma3 multi-modal processor ( #14672 )
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Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: Roger Wang <ywang@roblox.com>
Co-authored-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
Co-authored-by: Roger Wang <ywang@roblox.com>
2025-03-13 02:23:12 -07:00
c0c25e25fa
[Model] Add support for Gemma 3 ( #14660 )
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Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
Signed-off-by: Roger Wang <ywang@roblox.com>
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: Roger Wang <ywang@roblox.com>
Co-authored-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-03-12 08:36:33 -07:00
3b352a2f92
Correct capitalisation: `VLLM` -> `vLLM` ( #14562 )
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-03-10 16:36:21 +00:00
212007b168
[Hardware][TPU] Fix the recompiling issue in logits processor after warmup ( #14510 )
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Signed-off-by: Chengji Yao <chengjiyao@google.com>
2025-03-09 05:44:39 -04:00
03fe18ae0f
[VLM] Add TP support for Phi-4-MM ( #14453 )
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Signed-off-by: Isotr0py <2037008807@qq.com>
2025-03-08 05:57:14 -08:00
952a074980
[Misc] Add Phi4-MM example ( #14343 )
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Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
2025-03-07 17:28:52 +00:00
cc2f9b32c8
[Distributed] Add enable_expert_parallel arg ( #14305 )
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Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
2025-03-06 18:54:45 +00:00
151b08e0fe
[RLHF] use worker_extension_cls for compatibility with V0 and V1 ( #14185 )
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Signed-off-by: youkaichao <youkaichao@gmail.com>
2025-03-07 00:32:46 +08:00
a4f1ee35d6
Deprecate `best_of` Sampling Parameter in anticipation for vLLM V1 ( #13997 )
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Signed-off-by: vincent-4 <vincentzhongy+githubvincent4@gmail.com>
Signed-off-by: Brayden Zhong <b8zhong@uwaterloo.ca>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Brayden Zhong <b8zhong@uwaterloo.ca>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-03-05 20:22:43 +00:00
f71b00a19e
[Bugfix] Fix broken vision language example ( #14292 )
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Signed-off-by: Isotr0py <2037008807@qq.com>
2025-03-05 15:57:10 +00:00
72c62eae5f
[V1] EP/TP MoE + DP Attention ( #13931 )
2025-03-04 21:27:26 -08:00
b3cf368d79
[V1][Molmo] Fix get_multimodal_embeddings() in molmo.py ( #14161 )
2025-03-04 15:43:59 +00:00
cf069aa8aa
Update deprecated Python 3.8 typing ( #13971 )
2025-03-02 17:34:51 -08:00
fdcc405346
[Doc] Consolidate `whisper` and `florence2` examples ( #14050 )
2025-02-28 22:49:15 -08:00
edf309ebbe
[VLM] Support multimodal inputs for Florence-2 models ( #13320 )
2025-02-27 02:06:41 -08:00
d08b285adf
[Misc] fixed qwen_vl_utils parameter error ( #13906 )
2025-02-26 08:31:53 -08:00
2f42a4888c
[Feature] Support KV cache offloading and disagg prefill with LMCache connector. ( #12953 )
2025-02-25 00:38:42 -08:00
2382ad29d1
[ci] fix linter ( #13701 )
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Signed-off-by: youkaichao <youkaichao@gmail.com>
2025-02-22 20:28:59 +08:00
3e472d882a
[core] set up data parallel communication ( #13591 )
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Signed-off-by: youkaichao <youkaichao@gmail.com>
2025-02-22 19:28:59 +08:00
992e5c3d34
Merge similar examples in `offline_inference` into single `basic` example ( #12737 )
2025-02-20 04:53:51 -08:00
377d10bd14
[VLM][Bugfix] Pass processor kwargs properly on init ( #13516 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-02-19 13:13:50 +00:00
b7d309860e
[V1] Update doc and examples for H2O-VL ( #13349 )
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Signed-off-by: Roger Wang <ywang@roblox.com>
2025-02-16 10:35:54 +00:00
84683fa271
[Bugfix] Offline example of disaggregated prefill ( #13214 )
2025-02-13 20:20:47 -08:00
1bc3b5e71b
[VLM] Separate text-only and vision variants of the same model architecture ( #13157 )
2025-02-13 06:19:15 -08:00
d88c8666a1
[Bugfix][Example] Fix GCed profiling server for TPU ( #12792 )
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Signed-off-by: mgoin <michael@neuralmagic.com>
2025-02-13 11:52:11 +08:00
974dfd4971
[Model] IBM/NASA Prithvi Geospatial model ( #12830 )
2025-02-11 20:34:30 -08:00
6c4dbe23eb
[BugFix] Pop instead of del CUDA_VISIBLE_DEVICES ( #12962 )
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Signed-off-by: Hollow Man <hollowman@opensuse.org>
2025-02-12 00:21:50 +08:00
08b2d845d6
[Model] Ultravox Model: Support v0.5 Release ( #12912 )
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Signed-off-by: Farzad Abdolhosseini <farzad@fixie.ai>
2025-02-10 22:02:48 +00:00
aa0ca5ebb7
[core][rlhf] add colocate example for RLHF ( #12984 )
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Signed-off-by: youkaichao <youkaichao@gmail.com>
2025-02-10 10:28:59 +08:00
86222a3dab
[VLM] Merged multi-modal processor for GLM4V ( #12449 )
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Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
2025-02-08 20:32:16 +00:00
8a69e0e20e
[CI/Build] Auto-fix Markdown files ( #12941 )
2025-02-08 04:25:15 -08:00
e31498bdcb
[Misc] Add offline test for disaggregated prefill ( #12418 )
2025-02-08 08:38:20 +00:00
bf3b79efb8
[VLM] Qwen2.5-VL
2025-02-05 13:31:38 -08:00
bc1bdecebf
[core][distributed] exact ray placement control ( #12732 )
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Signed-off-by: youkaichao <youkaichao@gmail.com>
2025-02-06 02:03:19 +08:00
bb392af434
[Doc] Replace ibm-fms with ibm-ai-platform ( #12709 )
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Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
2025-02-04 07:05:04 +00:00
e489ad7a21
[Misc] Add SPDX-License-Identifier headers to python source files ( #12628 )
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- **Add SPDX license headers to python source files**
- **Check for SPDX headers using pre-commit**
commit 9d7ef44c3cfb72ca4c32e1c677d99259d10d4745
Author: Russell Bryant <rbryant@redhat.com>
Date: Fri Jan 31 14:18:24 2025 -0500
Add SPDX license headers to python source files
This commit adds SPDX license headers to python source files as
recommended to
the project by the Linux Foundation. These headers provide a concise way
that is
both human and machine readable for communicating license information
for each
source file. It helps avoid any ambiguity about the license of the code
and can
also be easily used by tools to help manage license compliance.
The Linux Foundation runs license scans against the codebase to help
ensure
we are in compliance with the licenses of the code we use, including
dependencies. Having these headers in place helps that tool do its job.
More information can be found on the SPDX site:
- https://spdx.dev/learn/handling-license-info/
Signed-off-by: Russell Bryant <rbryant@redhat.com>
commit 5a1cf1cb3b80759131c73f6a9dddebccac039dea
Author: Russell Bryant <rbryant@redhat.com>
Date: Fri Jan 31 14:36:32 2025 -0500
Check for SPDX headers using pre-commit
Signed-off-by: Russell Bryant <rbryant@redhat.com>
---------
Signed-off-by: Russell Bryant <rbryant@redhat.com>
2025-02-02 11:58:18 -08:00
d93bf4da85
[Model] Refactoring of MiniCPM-V and add MiniCPM-o-2.6 support for vLLM ( #12069 )
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Signed-off-by: hzh <hezhihui_thu@163.com>
Signed-off-by: Sungjae Lee <33976427+llsj14@users.noreply.github.com>
Signed-off-by: shaochangxu.scx <shaochangxu.scx@antgroup.com>
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: NickLucche <nlucches@redhat.com>
Signed-off-by: Isotr0py <2037008807@qq.com>
Signed-off-by: Roger Wang <ywang@roblox.com>
Signed-off-by: Rafael Vasquez <rafvasq21@gmail.com>
Signed-off-by: Akshat Tripathi <akshat@krai.ai>
Signed-off-by: Oleg Mosalov <oleg@krai.ai>
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
Signed-off-by: rshaw@neuralmagic.com <rshaw@neuralmagic.com>
Signed-off-by: Yida Wu <yidawu@alumni.cmu.edu>
Signed-off-by: Chenguang Li <757486878@qq.com>
Signed-off-by: youkaichao <youkaichao@gmail.com>
Signed-off-by: Alex-Brooks <Alex.brooks@ibm.com>
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Signed-off-by: Shanshan Shen <467638484@qq.com>
Signed-off-by: elijah <f1renze.142857@gmail.com>
Signed-off-by: Yikun <yikunkero@gmail.com>
Signed-off-by: mgoin <michael@neuralmagic.com>
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
Signed-off-by: Konrad Zawora <kzawora@habana.ai>
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>
Signed-off-by: Rui Qiao <ruisearch42@gmail.com>
Co-authored-by: Sungjae Lee <33976427+llsj14@users.noreply.github.com>
Co-authored-by: shaochangxu <85155497+shaochangxu@users.noreply.github.com>
Co-authored-by: shaochangxu.scx <shaochangxu.scx@antgroup.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
Co-authored-by: Nicolò Lucchesi <nlucches@redhat.com>
Co-authored-by: sixgod <evethwillbeok@outlook.com>
Co-authored-by: Isotr0py <2037008807@qq.com>
Co-authored-by: Roger Wang <136131678+ywang96@users.noreply.github.com>
Co-authored-by: Rafael Vasquez <rafvasq21@gmail.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
Co-authored-by: Akshat Tripathi <Akshat.tripathi6568@gmail.com>
Co-authored-by: Oleg Mosalov <oleg@krai.ai>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
Co-authored-by: Avshalom Manevich <12231371+avshalomman@users.noreply.github.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-neuralmagic@users.noreply.github.com>
Co-authored-by: Yangcheng Li <liyangcheng.lyc@alibaba-inc.com>
Co-authored-by: Siyuan Li <94890248+liaoyanqing666@users.noreply.github.com>
Co-authored-by: Concurrensee <yida.wu@amd.com>
Co-authored-by: Chenguang Li <757486878@qq.com>
Co-authored-by: youkaichao <youkaichao@gmail.com>
Co-authored-by: Alex Brooks <alex.brooks@ibm.com>
Co-authored-by: Chen Zhang <zhangch99@outlook.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Shanshan Shen <467638484@qq.com>
Co-authored-by: elijah <30852919+e1ijah1@users.noreply.github.com>
Co-authored-by: Yikun Jiang <yikunkero@gmail.com>
Co-authored-by: Steve Luo <36296769+SunflowerAries@users.noreply.github.com>
Co-authored-by: mgoin <michael@neuralmagic.com>
Co-authored-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
Co-authored-by: Konrad Zawora <kzawora@habana.ai>
Co-authored-by: TJian <tunjian1996@gmail.com>
Co-authored-by: tjtanaa <tunjian.tan@embeddedllm.com>
Co-authored-by: wangxiyuan <wangxiyuan1007@gmail.com>
Co-authored-by: maang-h <55082429+maang-h@users.noreply.github.com>
Co-authored-by: Elfie Guo <164945471+elfiegg@users.noreply.github.com>
Co-authored-by: Rui Qiao <161574667+ruisearch42@users.noreply.github.com>
Co-authored-by: Roger Wang <ywang@roblox.com>
2025-01-29 09:24:59 +00:00
fbb5bd4cef
[TPU] Add example for profiling TPU inference ( #12531 )
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Signed-off-by: mgoin <mgoin@redhat.com>
2025-01-29 03:16:47 +00:00
0cc6b383d7
[Frontend] Support scores endpoint in run_batch ( #12430 )
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Signed-off-by: Pooya Davoodi <pooya.davoodi@parasail.io>
2025-01-27 04:30:17 +00:00
528dbcac7d
[Model][Bugfix]: correct Aria model output ( #12309 )
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Signed-off-by: xffxff <1247714429@qq.com>
2025-01-22 11:39:19 +00:00
c222f47992
[core][bugfix] configure env var during import vllm ( #12209 )
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Signed-off-by: youkaichao <youkaichao@gmail.com>
2025-01-20 19:35:59 +08:00
b37d82791e
[Model] Upgrade Aria to transformers 4.48 ( #12203 )
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2025-01-20 17:58:48 +08:00
02798ecabe
[Model] Port deepseek-vl2 processor, remove dependency ( #12169 )
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Signed-off-by: Isotr0py <2037008807@qq.com>
2025-01-18 13:59:39 +08:00
d06e824006
[Bugfix] Set enforce_eager automatically for mllama ( #12127 )
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Signed-off-by: Chen Zhang <zhangch99@outlook.com>
2025-01-16 15:30:08 -05:00
62b06ba23d
[Model] Add support for deepseek-vl2-tiny model ( #12068 )
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Signed-off-by: Isotr0py <2037008807@qq.com>
2025-01-16 17:14:48 +00:00
92e793d91a
[core] LLM.collective_rpc interface and RLHF example ( #12084 )
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Signed-off-by: youkaichao <youkaichao@gmail.com>
2025-01-16 20:19:52 +08:00
bf53e0c70b
Support torchrun and SPMD-style offline inference ( #12071 )
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Signed-off-by: youkaichao <youkaichao@gmail.com>
2025-01-16 19:58:53 +08:00
d14e98d924
[Model] Support GGUF models newly added in `transformers` 4.46.0 ( #9685 )
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Signed-off-by: Isotr0py <2037008807@qq.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
2025-01-13 00:13:44 +00:00
f967e51f38
[Model] Initialize support for Deepseek-VL2 models ( #11578 )
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Signed-off-by: Isotr0py <2037008807@qq.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
2025-01-12 00:17:24 -08:00
482cdc494e
[Doc] Rename offline inference examples ( #11927 )
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-01-10 23:50:29 +08:00
aba8d6ee00
[Doc] Move examples into categories ( #11840 )
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-01-08 13:09:53 +00:00
Michael Goin
shangmingc
Cyrus Leung
Isotr0py
pengyuange
Nick Hill
Chengji Yao
youkaichao
Reid
Woosuk Kwon
Jee Jee Li
Roger Wang
Patrick von Platen
Rémi Delacourt
Bryan Lu
Harry Mellor
Tyler Michael Smith
Vincent
lkchen
Chauncey
Jiayi Yao
XiaobingZhang
Christian Pinto
ℍ𝕠𝕝𝕝𝕠𝕨 𝕄𝕒𝕟
Farzad Abdolhosseini
Shaoting
Thomas Parnell
Russell Bryant
Alphi
Pooya Davoodi
zhou fan
Chen Zhang