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33 Commits

Author SHA1 Message Date
Jee Jee Li
39e63dec7c
[LoRA] Cleanup LoRA unused code (#29611) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2025-11-28 22:52:58 -08:00
Harry Mellor
a8b70304d6
Update rope_scaling to rope_parameters in preparation for Transformers v5 (#28542) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-11-19 09:06:36 -08:00
tomeras91
1395461f5f
[Hybrid][torch.compile] Refactor mamba2 forward to avoid obscuring linear projections under custom op (#28587) 
Signed-off-by: Tomer Asida <57313761+tomeras91@users.noreply.github.com>
 2025-11-18 16:49:36 -08:00
Harry Mellor
97d1c99302
Rename clashing method names for vLLM model protocol (#27583) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-11-12 19:14:33 -08:00
Jee Jee Li
9d1c474704
[LoRA][1/N]Remove LoRA extra vocab (#28382) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-11-11 11:06:21 -08:00
Mengqing Cao
1958bda9b4
[Misc][Model][Refactor] Pass the prefix into Linear layers (#28259) 
Signed-off-by: MengqingCao <cmq0113@163.com>
 2025-11-07 19:38:38 +08:00
Asaf Joseph Gardin
9273754222
[Hybrid] Added supports_mamba_prefix_caching Protocol (#27339) 
Signed-off-by: asafg <39553475+Josephasafg@users.noreply.github.com>
 2025-10-27 13:05:20 +00:00
Harry Mellor
8fcaaf6a16
Update Optional[x] -> x | None and Union[x, y] to x | y (#26633) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-10-12 09:51:31 -07:00
Harry Mellor
d6953beb91
Convert formatting to use ruff instead of yapf + isort (#26247) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-10-05 07:06:22 -07:00
Stan Wozniak
ea507c3a93
[V1] [Hybrid] Mamba2 Automatic Prefix Caching (#25752) 
Signed-off-by: Stanislaw Wozniak <stw@zurich.ibm.com>
Signed-off-by: Thomas Ortner <boh@zurich.ibm.com>
Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
Co-authored-by: Thomas Ortner <boh@zurich.ibm.com>
Co-authored-by: Thomas Parnell <tpa@zurich.ibm.com>
 2025-10-04 06:34:22 +02:00
Thomas Parnell
a903669e10
[V1] Remove V0 code paths for Hybrid models (#25400) 
Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
 2025-09-23 08:26:13 -07:00
Woosuk Kwon
1c3ffdbecc
[V0 Deprecation] Remove V0 sampling metadata (#25345) 
Signed-off-by: Woosuk Kwon <woosuk@thinkingmachines.ai>
 2025-09-21 10:37:11 -07:00
whx
4a9375fe9d
[Model] Pass param prefix to LLMHead (#24862) 
Signed-off-by: whx-sjtu <2952154980@qq.com>
 2025-09-17 16:01:27 +08:00
Lukas Geiger
de533ab2a1
[Models] Improve iteration over layers (#19497) 
Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
 2025-08-29 09:26:34 +08:00
Thomas Parnell
75531a6c13
[V1] [Hybrid] Support using float32 for state in Hybrid Models (Mamba2, Mamba1, Minimax) (#22928) 
Signed-off-by: Daniel Afrimi <danielafrimi8@gmail.com>
Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
Co-authored-by: Daniel Afrimi <danielafrimi8@gmail.com>
Co-authored-by: Burkhard Ringlein <ngl@zurich.ibm.com>
Co-authored-by: Chen Zhang <zhangch99@outlook.com>
 2025-08-15 12:57:06 +00:00
Asaf Joseph Gardin
46a13949d5
[v1] - Mamba1 Attention Metadata (#21249) 
Signed-off-by: asafg <asafg@ai21.com>
Co-authored-by: asafg <asafg@ai21.com>
 2025-08-06 17:03:42 -07:00
Thomas Parnell
881e3cbe3b
[V1] [Hybrid] Enable piecewise CUDA Graph for mamba layers (#21194) 
Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
 2025-07-19 19:27:21 +00:00
Thomas Parnell
3534c39a20
[V1] [Hybrid] Refactor mamba state shape calculation; enable V1 via cli (#20840) 
Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
 2025-07-15 04:04:35 -07:00
nopperl
5d09152ff1
[V1] Enable Mamba2 layers other than MambaMixer2 in the v1 engine (#20660) 
Signed-off-by: nopperl <54780682+nopperl@users.noreply.github.com>
 2025-07-11 05:53:31 +00:00
Thomas Parnell
2f35a022e6
Enable V1 for Hybrid SSM/Attention Models (#20016) 
Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
Co-authored-by: Stanislaw Wozniak <stw@zurich.ibm.com>
Co-authored-by: Tyler Michael Smith <tysmith@redhat.com>
Co-authored-by: Chen Zhang <zhangch99@outlook.com>
 2025-07-04 17:46:53 +00:00
Simon Mo
02f0c7b220
[Misc] Add SPDX-FileCopyrightText (#19100) 
Signed-off-by: simon-mo <simon.mo@hey.com>
 2025-06-03 11:20:17 -07:00
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
Chih-Chieh Yang
18dd5e01f2
[Model] Mamba2 causal conv1d Refactor to Split Prefill and Decode Requests for Corresponding Kernels (#17146) 
Signed-off-by: Chih-Chieh-Yang <7364402+cyang49@users.noreply.github.com>
 2025-05-06 17:59:30 -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
Chih-Chieh Yang
daefed052c
[Model] Reduce redundant computations in mamba2 blocks for Bamba-9B (#15423) 
Signed-off-by: Chih-Chieh-Yang <7364402+cyang49@users.noreply.github.com>
Co-authored-by: Yu Chin Fabian Lim <flim@sg.ibm.com>
 2025-04-10 19:07:07 +00:00
rongfu.leng
e86c414d6a
[Model] use AutoWeightsLoader in model load_weights (#15770) 
Signed-off-by: rongfu.leng <rongfu.leng@daocloud.io>
 2025-04-02 07:47:31 -07:00
yury-tokpanov
452e8fd968
[MODEL] Add support for Zamba2 models (#13185) 
Signed-off-by: Yury Tokpanov <yury@zyphra.com>
Signed-off-by: Quentin Anthony <qganthony@yahoo.com>
Co-authored-by: Quentin Anthony <qganthony@yahoo.com>
Co-authored-by: Tyler Michael Smith <tysmith@redhat.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
 2025-03-18 08:56:21 -07:00
Kyle Sayers
5d043c1685
[Quant] Bamba SupportsQuant (#14698) 
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
 2025-03-13 04:57:05 +00:00
Roger Wang
6c85da3a18
[V1]SupportsV0Only protocol for model definitions (#13959) 
Signed-off-by: Roger Wang <ywang@roblox.com>
 2025-02-27 20:02:15 -05:00
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
Tyler Michael Smith
1f69c4a892
[Model] Support Mamba2 (Codestral Mamba) (#9292) 
Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
Co-authored-by: Yu Chin Fabian Lim <flim@sg.ibm.com>
 2025-02-17 20:17:50 +08:00
Yu Chin Fabian Lim
aff404571b
Add Bamba Model (#10909) 
Signed-off-by: Yu Chin Fabian Lim <flim@sg.ibm.com>
Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
 2025-02-06 15:22:42 -08:00