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143 Commits

Author SHA1 Message Date
Nick Hill
9076325677
[BugFix] Don't scan entire cache dir when loading model (#13302) 2025-02-14 21:33:31 -08:00
Michael Goin
f0b2da72a8
Expand MLA to support most types of quantization (#13181) 2025-02-13 22:19:22 -08:00
youkaichao
b2496bb07f
[core] fix sleep mode and pytorch checkpoint compatibility (#13001) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2025-02-10 13:03:43 +08:00
Jun Duan
011e612d92
[Misc] Log time consumption on weight downloading (#12926) 2025-02-08 09:16:42 +00:00
Harry Mellor
fcf2e3d7fc
[Bugfix] Fix OpenVINO model runner (#12750) 2025-02-04 22:42:46 -08:00
Kyle Sayers
7ff7a638b6
[Model][Quant] Fix GLM, Fix fused module mappings for quantization (#12634) 
Signed-off-by: mgoin <michael@neuralmagic.com>
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
Co-authored-by: mgoin <michael@neuralmagic.com>
 2025-02-05 05:32:06 +00:00
Jee Jee Li
96b23621c1
[Misc] Add BNB quantization for Whisper (#12381) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-02-04 16:27:36 +08:00
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
Russell Bryant
e489ad7a21
[Misc] Add SPDX-License-Identifier headers to python source files (#12628) 
- **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
Lucas Wilkinson
baeded2569
[Attention] Deepseek v3 MLA support with FP8 compute (#12601) 
This PR implements the Deepseek V3 support by performing matrix absorption the fp8 weights 

---------

Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
Co-authored-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
Co-authored-by: simon-mo <simon.mo@hey.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Zhuohan Li <zhuohan123@gmail.com>
Co-authored-by: Tyler Michael Smith <tysmith@redhat.com>
Co-authored-by: Alexander Matveev <59768536+alexm-neuralmagic@users.noreply.github.com>
 2025-01-31 21:52:51 -08:00
Lucas Wilkinson
cabaf4eff3
[Attention] MLA decode optimizations (#12528) 
Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
Signed-off-by: simon-mo <xmo@berkeley.edu>
Co-authored-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
Co-authored-by: simon-mo <simon.mo@hey.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Zhuohan Li <zhuohan123@gmail.com>
Co-authored-by: Tyler Michael Smith <tysmith@redhat.com>
Co-authored-by: Alexander Matveev <59768536+alexm-neuralmagic@users.noreply.github.com>
Co-authored-by: simon-mo <xmo@berkeley.edu>
 2025-01-30 23:49:37 -08:00
Pavani Majety
b02fd288b2
[Hardware][NV] Fix Modelopt model loading for k-v-scales for Llama models. (#11787) 
Signed-off-by: Pavani Majety <pmajety@nvidia.com>
Co-authored-by: mgoin <michael@neuralmagic.com>
 2025-01-29 01:46:12 -08:00
Harry Mellor
823ab79633
Update pre-commit hooks (#12475) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-01-27 17:23:08 -07:00
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
Russell Bryant
d3d6bb13fb
Set weights_only=True when using torch.load() (#12366) 
Signed-off-by: Russell Bryant <rbryant@redhat.com>
 2025-01-24 02:17:30 +00:00
Gregory Shtrasberg
e97f802b2d
[FP8][Kernel] Dynamic kv cache scaling factors computation (#11906) 
Signed-off-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>
Co-authored-by: Micah Williamson <micah.williamson@amd.com>
 2025-01-23 18:04:03 +00:00
Jee Jee Li
84bee4bd5c
[Misc] Improve the readability of BNB error messages (#12320) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-01-22 16:56:54 +00:00
Cyrus Leung
59a0192fb9
[Core] Interface for accessing model from VllmRunner (#10353) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-01-20 15:00:59 +08:00
Martin Gleize
bbe5f9de7d
[Model] Support for fairseq2 Llama (#11442) 
Signed-off-by: Martin Gleize <mgleize@meta.com>
Co-authored-by: mgleize user <mgleize@a100-st-p4de24xlarge-4.fair-a100.hpcaas>
 2025-01-19 10:40:40 -08:00
Isotr0py
edaae198e7
[Misc] Add BNB support to GLM4-V model (#12184) 
Signed-off-by: Isotr0py <2037008807@qq.com>
 2025-01-19 19:49:22 +08:00
Jee Jee Li
a3a3ee4e6f
[Misc] Merge bitsandbytes_stacked_params_mapping and packed_modules_mapping (#11924) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-01-15 07:49:49 +08:00
youkaichao
d53575a5f0
[ci] fix gh200 tests (#11919) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2025-01-10 16:25:17 +08:00
Cyrus Leung
d848800e88
[Misc] Move print_*_once from utils to logger (#11298) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: Maxime Fournioux <55544262+mfournioux@users.noreply.github.com>
Co-authored-by: Maxime Fournioux <55544262+mfournioux@users.noreply.github.com>
 2025-01-09 12:48:12 +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
Isotr0py
dde1fa18c9
[Misc] Improve BNB loader to handle mixture of sharded and merged weights with same suffix (#11566) 
Signed-off-by: Isotr0py <2037008807@qq.com>
 2024-12-27 19:45:13 +00:00
Jee Jee Li
0240402c46
[Misc]Add BNB quantization for MolmoForCausalLM (#11551) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2024-12-27 18:48:24 +00:00
Cyrus Leung
eec906d811
[Misc] Add placeholder module (#11501) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2024-12-26 13:12:51 +00:00
Cyrus Leung
3f3e92e1f2
[Model] Automatic conversion of classification and reward models (#11469) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2024-12-24 18:22:22 +00:00
omer-dayan
995f56236b
[Core] Loading model from S3 using RunAI Model Streamer as optional loader (#10192) 
Signed-off-by: OmerD <omer@run.ai>
 2024-12-20 16:46:24 +00:00
Cyrus Leung
8f10d5e393
[Misc] Split up pooling tasks (#10820) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2024-12-11 01:28:00 -08:00
Cyrus Leung
bf0e382e16
[Model] Composite weight loading for multimodal Qwen2 (#10944) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2024-12-07 07:22:52 -07:00
Jee Jee Li
1f958a7d52
[Bugfix] Fix BNB loader target_modules (#10720) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2024-12-05 13:20:26 +08:00
Isotr0py
4c05edb33a
[Model] Add TP and BNB quantization support to LlavaMultiModalProjector (#10834) 
Signed-off-by: Isotr0py <2037008807@qq.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
 2024-12-02 23:06:09 +00:00
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
Jee Jee Li
15cc2a9f1a
[Misc]Further reduce BNB static variable (#10597) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2024-11-26 22:54:12 -08:00
youkaichao
05d1f8c9c6
[misc] move functions to config.py (#10624) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2024-11-25 09:27:30 +00:00
Jee Jee Li
17d8fc1806
[bugfix] Fix example/tensorize_vllm_model tests (#10595) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2024-11-23 17:22:33 -08:00
Isotr0py
b6374e09b0
[Bugfix] Fix Phi-3 BNB quantization with tensor parallel (#9948) 
Signed-off-by: Isotr0py <2037008807@qq.com>
 2024-11-22 15:01:56 +08:00
Russell Bryant
fd9f124971
[Doc] fix link for page that was renamed (#10455) 
Signed-off-by: Russell Bryant <rbryant@redhat.com>
 2024-11-19 09:48:30 -08:00
Yan Ma
6b2d25efc7
[Hardware][XPU] AWQ/GPTQ support for xpu backend (#10107) 
Signed-off-by: yan ma <yan.ma@intel.com>
 2024-11-18 11:18:05 -07:00
Isotr0py
c4e464333e
[Misc] Add uninitialized params tracking for AutoWeightsLoader (#10327) 
Signed-off-by: Isotr0py <2037008807@qq.com>
 2024-11-18 09:07:46 +08:00
youkaichao
4fd9375028
[2/N][torch.compile] make compilation cfg part of vllm cfg (#10383) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2024-11-16 18:02:14 -08:00
youkaichao
3a763ba0c3
[core][misc] keep compatibility for old-style classes (#10356) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2024-11-15 13:55:51 +00:00
youkaichao
504ac53d18
[misc] error early for old-style class (#10304) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2024-11-13 18:55:39 -08:00
HoangCongDuc
ac49b59d8b
[Bugfix] bitsandbytes models fail to run pipeline parallel (#10200) 
Signed-off-by: Hoang Cong Duc <hoangcongducltt@gmail.com>
 2024-11-13 09:56:39 -07:00
youkaichao
1a95f10ee7
[5/N] pass the whole config to model (#9983) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2024-11-09 14:17:28 +08:00
Aaron Pham
21063c11c7
[CI/Build] drop support for Python 3.8 EOL (#8464) 
Signed-off-by: Aaron Pham <contact@aarnphm.xyz>
 2024-11-06 07:11:55 +00:00
Jee Jee Li
b9c64c0ca7
[Misc] Modify BNB parameter name (#9997) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2024-11-05 14:40:08 -05:00
Jee Jee Li
fb2716d641
[Misc]Reduce BNB static variable (#9987) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2024-11-04 17:04:40 +00:00
youkaichao
8d72bb20fa
[4/N] make quant config first-class citizen (#9978) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2024-11-04 08:51:31 -08:00