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406 Commits

Author SHA1 Message Date
Arthur
a1a2aaadb9
[Model]: Add transformers backend support (#11330) 
# Adds support for `transformers` as a backend

Following https://github.com/huggingface/transformers/pull/35235, a
bunch of models should already be supported, we are ramping up support
for more models.

Thanks @Isotr0py for the TP support, and @hmellor for his help as well!
This includes: 
- `trust_remote_code=True` support: any model on the hub, if it
implements attention the correct way can be natively supported!!
- tensor parallel support

---------

Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Signed-off-by: Isotr0py <2037008807@qq.com>
Co-authored-by: Isotr0py <41363108+Isotr0py@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Isotr0py <2037008807@qq.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-02-03 21:30:38 +08:00
youkaichao
20579c0fae
make sure mistral_common not imported for non-mistral models (#12669) 
When people use deepseek models, they find that they need to solve cv2
version conflict, see https://zhuanlan.zhihu.com/p/21064432691 .

I added the check, and make all imports of `cv2` lazy.

---------

Signed-off-by: youkaichao <youkaichao@gmail.com>
 2025-02-03 13:40:25 +08:00
Bowen Wang
2bc3fbba0c
[FlashInfer] Upgrade to 0.2.0 (#11194) 
Signed-off-by: Bowen Wang <abmfy@icloud.com>
Signed-off-by: youkaichao <youkaichao@gmail.com>
Co-authored-by: youkaichao <youkaichao@gmail.com>
 2025-01-27 18:19:24 +00:00
youkaichao
68ad4e3a8d
[Core] Support fully transparent sleep mode (#11743) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2025-01-22 14:39:32 +08:00
youkaichao
2fc6944c5e
[ci/build] disable failed and flaky tests (#12240) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2025-01-21 13:25:03 +08:00
Isotr0py
02798ecabe
[Model] Port deepseek-vl2 processor, remove dependency (#12169) 
Signed-off-by: Isotr0py <2037008807@qq.com>
 2025-01-18 13:59:39 +08:00
youkaichao
87a0c076af
[core] allow callable in collective_rpc (#12151) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2025-01-17 20:47:01 +08:00
youkaichao
92e793d91a
[core] LLM.collective_rpc interface and RLHF example (#12084) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2025-01-16 20:19:52 +08:00
youkaichao
bf53e0c70b
Support torchrun and SPMD-style offline inference (#12071) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2025-01-16 19:58:53 +08:00
Sungjae Lee
80ea3af1a0
[CI][Spec Decode] fix: broken test for EAGLE model (#11972) 
Signed-off-by: Sungjae Lee <33976427+llsj14@users.noreply.github.com>
 2025-01-13 06:50:35 +00:00
Isotr0py
f967e51f38
[Model] Initialize support for Deepseek-VL2 models (#11578) 
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
Cyrus Leung
7a3a83e3b8
[CI/Build] Move model-specific multi-modal processing tests (#11934) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-01-11 13:50:05 +08:00
Harry Mellor
482cdc494e
[Doc] Rename offline inference examples (#11927) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-01-10 23:50:29 +08:00
youkaichao
241ad7b301
[ci] Fix sampler tests (#11922) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2025-01-10 20:45:33 +08:00
Cyrus Leung
65097ca0af
[Doc] Add model development API Reference (#11884) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-01-09 09:43:40 +00:00
Cyrus Leung
6cd40a5bfe
[Doc][4/N] Reorganize API Reference (#11843) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-01-08 21:34:44 +08:00
Harry Mellor
aba8d6ee00
[Doc] Move examples into categories (#11840) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-01-08 13:09:53 +00:00
Jee Jee Li
b278557935
[Kernel][LoRA]Punica prefill kernels fusion (#11234) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
Signed-off-by: Abatom <abzhonghua@gmail.com>
Co-authored-by: Zhonghua Deng <abatom@163.com>
 2025-01-07 04:01:39 +00:00
Aurick Qiao
e1a5c2f0a1
[Model] Whisper model implementation (#11280) 
Co-authored-by: Aurick Qiao <aurick.qiao@snowflake.com>
 2025-01-03 16:39:19 +08:00
Cyrus Leung
8d9b6721e7
[VLM] Abstract out multi-modal data parsing in merged processor (#11620) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2024-12-30 15:01:35 +00:00
youkaichao
b12e87f942
[platforms] enable platform plugins (#11602) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2024-12-30 20:24:45 +08:00
Wallas Henrique
8b79f9e107
[Bugfix] Fix guided decoding with tokenizer mode mistral (#11046) 2024-12-17 22:34:08 -08:00
Varun Sundar Rabindranath
efbce85f4d
[misc] Layerwise profile updates (#10242) 
Signed-off-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
Co-authored-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
 2024-12-16 18:14:57 +00:00
Cyrus Leung
eeec9e3390
[Frontend] Separate pooling APIs in offline inference (#11129) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2024-12-13 10:40:07 +00:00
youkaichao
62de37a38e
[core][distributed] initialization from StatelessProcessGroup (#10986) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2024-12-12 09:04:19 +00:00
Cyrus Leung
d1e21a979b
[CI/Build] Split up VLM tests (#11083) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2024-12-12 06:18:16 +08:00
hissu-hyvarinen
b2f775456e
[CI/Build] Enable prefix caching test for AMD (#11098) 
Signed-off-by: Hissu Hyvarinen <hissu.hyvarinen@amd.com>
 2024-12-11 15:23:37 +00:00
Cyrus Leung
39e227c7ae
[Model] Update multi-modal processor to support Mantis(LLaVA) model (#10711) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2024-12-07 17:10:05 +00:00
Jee Jee Li
acf092d348
[Bugfix] Fix test-pipeline.yaml (#10973) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2024-12-07 12:08:54 +08:00
youkaichao
9743d64e4e
[ci][build] add tests for python only compilation (#10915) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2024-12-05 08:54:47 -08:00
Jee Jee Li
a4cf256159
[Bugfix] Fix QKVParallelLinearWithShardedLora bias bug (#10844) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2024-12-03 12:10:29 +08:00
Kuntai Du
0590ec3fd9
[Core] Implement disagg prefill by StatelessProcessGroup (#10502) 
This PR provides initial support for single-node disaggregated prefill in 1P1D scenario.
Signed-off-by: KuntaiDu <kuntai@uchicago.edu>
Co-authored-by: ApostaC <yihua98@uchicago.edu>
Co-authored-by: YaoJiayi <120040070@link.cuhk.edu.cn>
 2024-12-01 19:01:00 -06:00
Cyrus Leung
133707123e
[Model] Replace embedding models with pooling adapter (#10769) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2024-12-01 08:02:54 +08:00
Ricky Xu
519e8e4182
[v1] EngineArgs for better config handling for v1 (#10382) 
Signed-off-by: rickyx <rickyx@anyscale.com>
 2024-11-25 21:09:43 -08:00
youkaichao
eda2b3589c
Revert "Print running script to enhance CI log readability" (#10601) 2024-11-23 21:31:47 -08:00
Jee Jee Li
1c445dca51
[CI/Build] Print running script to enhance CI log readability (#10594) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2024-11-24 03:57:13 +00:00
Jee Jee Li
1700c543a5
[Bugfix] Fix LoRA weight sharding (#10450) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
 2024-11-23 17:23:17 -08:00
youkaichao
388ee3de66
[torch.compile] limit inductor threads and lazy import quant (#10482) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2024-11-20 18:36:33 -08:00
Kevin H. Luu
ed701ca963
[ci/build] Combine nightly and optional (#10465) 2024-11-19 21:36:03 -08:00
Cyrus Leung
b40cf6402e
[Model] Support Qwen2 embeddings and use tags to select model tests (#10184) 2024-11-14 20:23:09 -08:00
Cyrus Leung
972112d82f
[Bugfix] Fix unable to load some models (#10312) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2024-11-14 16:55:54 -08:00
Robert Shaw
6ace6fba2c
[V1] AsyncLLM Implementation (#9826) 
Signed-off-by: Nick Hill <nickhill@us.ibm.com>
Signed-off-by: rshaw@neuralmagic.com <rshaw@neuralmagic.com>
Signed-off-by: Nick Hill <nhill@redhat.com>
Co-authored-by: Nick Hill <nickhill@us.ibm.com>
Co-authored-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
Co-authored-by: Nick Hill <nhill@redhat.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
 2024-11-11 23:05:38 +00:00
Cyrus Leung
51c2e1fcef
[CI/Build] Split up models tests (#10069) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2024-11-09 11:39:14 -08:00
Cyrus Leung
b489fc3c91
[CI/Build] Update CPU tests to include all "standard" tests (#5481) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2024-11-08 23:30:04 +08:00
youkaichao
719c1ca468
[core][distributed] add stateless_init_process_group (#10072) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2024-11-06 16:42:09 -08:00
youkaichao
4be3a45158
[distributed] add function to create ipc buffers directly (#10064) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2024-11-05 22:35:03 -08:00
Michael Goin
02462465ea
[CI] Prune tests/models/decoder_only/language/* tests (#9940) 
Signed-off-by: mgoin <michael@neuralmagic.com>
 2024-11-05 16:02:23 -05:00
Alex Brooks
16b8f7a86f
[CI/Build] Add Model Tests for Qwen2-VL (#9846) 
Signed-off-by: Alex-Brooks <Alex.Brooks@ibm.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
Co-authored-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2024-10-31 09:10:52 -07:00
Alex Brooks
cc98f1e079
[CI/Build] VLM Test Consolidation (#9372) 
Signed-off-by: Alex-Brooks <Alex.Brooks@ibm.com>
 2024-10-30 09:32:17 -07:00
youkaichao
ff5ed6e1bc
[torch.compile] rework compile control with piecewise cudagraph (#9715) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2024-10-29 23:03:49 -07:00