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58 Commits
Author SHA1 Message Date
Harry Mellor 26d0419309 Update deprecated type hinting in models (#18132) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-05-14 22:06:50 -07:00
Wanrui Daiandevian f80ae5bdcf [Kernel] Use fused rmsnorm for some models like qwen3 series (#17735) 
Signed-off-by: evian <eviantai@u.nus.edu>
Co-authored-by: evian <eviantai@u.nus.edu>
 2025-05-06 23:10:02 -07:00
Harry Mellor d6484ef3c3 Add full API docs and improve the UX of navigating them (#17485) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-05-03 19:42:43 -07:00
Woosuk Kwon b411418ff0 [Chore] Remove Sampler from Model Code (#17084) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-04-24 02:49:33 -07:00
Cyrus Leung 56d4aefa33 [VLM] Avoid unnecessary dummy multimodal data during processing (#16416) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-04-10 19:32:14 +00:00
Cyrus Leung 83b824c8b4 [VLM] Remove BaseProcessingInfo.get_mm_max_tokens_per_item (#16408) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-04-10 09:06:58 -07:00
Nicolò Lucchesi d55244df31 [Model] Add SupportsMultiModal.get_language_model interface (#16007) 
Signed-off-by: NickLucche <nlucches@redhat.com>
 2025-04-09 04:12:54 -07:00
Roger WangDarkLight1337mgoinJennifer Zhao
 		f2ebb6f541 [V1] Scatter and gather placeholders in the model runner (#16076) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: Roger Wang <ywang@roblox.com>
Co-authored-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Jennifer Zhao <ai.jenniferzhao@gmail.com>
 2025-04-08 10:43:41 +08:00
Roger Wang af51d80fa1 Revert "[V1] Scatter and gather placeholders in the model runner" (#16075) 2025-04-04 14:50:57 -07:00
Cyrus LeungmgoinRoger Wang
 		f5722a5052 [V1] Scatter and gather placeholders in the model runner (#15712) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: Roger Wang <ywang@roblox.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Roger Wang <ywang@roblox.com>
 2025-04-04 21:26:44 +00:00
Cyrus Leung ac5bc615b0 [Model] MiniCPM-V/O supports V1 (#15487) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-03-27 06:07:29 -07:00
Cyrus Leung e6c9053f9e [Misc] Clean up scatter_patch_features (#15559) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-03-27 07:45:00 +00:00
Cyrus Leung 997c8811d6 [Model] Support multi-image for Molmo (#15438) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-03-26 11:26:33 +08:00
Cyrus Leung 61f412187d [Bugfix] Re-enable Gemma3 for V1 (#14980) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-03-18 23:58:22 -07:00
Rémi DelacourtandDarkLight1337 61c6a5a796 [VLM] Merged multi-modal processor for Pixtral (#12211) 
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
Cyrus Leung 3556a41434 [VLM] Limit multimodal input cache by memory (#14805) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-03-15 02:52:05 -07:00
Cyrus Leung ab93f1360f [VLM] Various cleanup and fixes (#14806) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-03-14 05:58:19 -07:00
Cyrus Leung 601bd3268e [Misc] Clean up type annotation for SupportsMultiModal (#14794) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-03-14 00:59:56 -07:00
lkchen 5d802522a7 [V1][VLM][Pixtral-HF] Support Pixtral-HF on V1 (#14275) 
Signed-off-by: Linkun Chen <github@lkchen.net>
 2025-03-06 08:58:41 +00:00
lkchen b3cf368d79 [V1][Molmo] Fix get_multimodal_embeddings() in molmo.py (#14161) 2025-03-04 15:43:59 +00:00
Cyrus Leung f7bee5c815 [VLM][Bugfix] Enable specifying prompt target via index (#14038) 2025-02-28 07:35:55 -08:00
Cyrus Leung f1579b229d [VLM] Generalized prompt updates for multi-modal processor (#13964) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-02-27 17:44:25 +00:00
Harry Mellor cdc1fa12eb Remove unused kwargs from model definitions (#13555) 2025-02-24 17:13:52 -08:00
Jee Jee Li 105b8ce4c0 [Misc] Reduce LoRA-related static variable (#13166) 2025-02-22 00:21:30 -08:00
Cyrus Leung 377d10bd14 [VLM][Bugfix] Pass processor kwargs properly on init (#13516) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-02-19 13:13:50 +00:00
Kyle Sayers 88787bce1d [Quant] Molmo SupportsQuant (#13336) 2025-02-17 21:34:47 -08:00
Cyrus Leung c9d3ecf016 [VLM] Merged multi-modal processor for Molmo (#12966) 2025-02-13 04:34:00 -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
Jee Jee Li 42f5e7c52a [Kernel] Support MulAndSilu (#11624) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-01-15 02:29:53 +00:00
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
Harry Mellor d85c47d6ad Replace "online inference" with "online serving" (#11923) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-01-10 12:05:56 +00:00
Roger WangandDarkLight1337 91b361ae89 [V1] Extend beyond image modality and support mixed-modality inference with Llava-OneVision (#11685) 
Signed-off-by: Roger Wang <ywang@roblox.com>
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-01-06 19:58:16 +00:00
Jee Jee Li 32c9eff2ff [Bugfix][V1] Fix molmo text-only inputs (#11676) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-01-06 15:22:25 +00:00
Matthias VoglerMatthias VoglerJee Jee Li
 		a2a40bcd0d [Model][LoRA]LoRA support added for MolmoForCausalLM (#11439) 
Signed-off-by: Matthias Vogler <matthias.vogler@joesecurity.org>
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
Co-authored-by: Matthias Vogler <matthias.vogler@joesecurity.org>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
 2024-12-30 17:33:06 -08:00
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
Jee Jee Li f57ee5650d [Model] Modify MolmoForCausalLM MLP (#11510) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2024-12-26 13:12:05 +00:00
Jee Jee Li 196c34b0ac [Misc] Move weights mapper (#11443) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2024-12-24 13:05:25 +00:00
Roger Wangandywang96 7379b3d4b2 [V1] Fix multimodal profiling for Molmo (#11325) 
Signed-off-by: ywang96 <ywang@example.com>
Co-authored-by: ywang96 <ywang@example.com>
 2024-12-19 16:27:22 +00:00
Roger Wang a11f326528 [V1] Initial support of multimodal models for V1 re-arch (#10699) 
Signed-off-by: Roger Wang <ywang@roblox.com>
 2024-12-08 12:50:51 +00:00
Isotr0py 10398b4706 [Model] Consolidate ViTs attention implementation without mask (#10893) 
Signed-off-by: Isotr0py <2037008807@qq.com>
 2024-12-04 18:11:08 +00:00
Isotr0py 16ee07f22a [Model] Refactor Molmo weights loading to use AutoWeightsLoader (#10771) 
Signed-off-by: Isotr0py <2037008807@qq.com>
 2024-11-30 04:19:14 +00:00
Roger Wang 2f0a0a17a4 [V1] Refactor model executable interface for multimodal models (#10570) 
Signed-off-by: Roger Wang <ywang@roblox.com>
 2024-11-26 20:46:11 +00:00
youkaichao eebad39f26 [torch.compile] support all attention backends (#10558) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2024-11-22 14:04:42 -08:00
Mengqing Cao 8c1fb50705 [Platform][Refactor] Extract func get_default_attn_backend to Platform (#10358) 
Signed-off-by: Mengqing Cao <cmq0113@163.com>
 2024-11-19 11:22:26 +08:00
Isotr0py e7ebb662d7 [Model] Remove transformers attention porting in VITs (#10414) 
Signed-off-by: Isotr0py <2037008807@qq.com>
 2024-11-18 21:45:21 +08:00
youkaichao f89d18ff74 [6/N] pass whole config to inner model (#10205) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2024-11-11 06:41:46 +00:00
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
Cyrus Leung e0191a95d8 [0/N] Rename MultiModalInputs to MultiModalKwargs (#10040) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2024-11-09 11:31:02 +08:00
Joe Runde d58268c56a [V1] Make v1 more testable (#9888) 
Signed-off-by: Joe Runde <Joseph.Runde@ibm.com>
 2024-11-06 11:57:35 -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