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26 Commits

Author SHA1 Message Date
shaharmor98
fcd5306f65
Add latent MoE support (#30203) 
Signed-off-by: Shahar Mor <smor@nvidia.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
 2025-12-08 17:35:01 +00:00
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
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
Ilya Markov
e50c454672
[BugFix] Support EP/DP + EPLB with MTP (#25311) 
Signed-off-by: ilmarkov <markovilya197@gmail.com>
Signed-off-by: Sage Moore <sage@neuralmagic.com>
Co-authored-by: Sage Moore <sage@neuralmagic.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
 2025-11-05 15:22:17 +00:00
tomeras91
77f8001f53
[Model][Bugfix] fix pipeline parallelism support for NemotronH (#27968) 
Signed-off-by: Tomer Asida <57313761+tomeras91@users.noreply.github.com>
 2025-11-04 12:28:36 +00:00
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
tomeras91
61089465a6
[Model] Add MoE support for NemotronH (#25863) 
Signed-off-by: Tomer Asida <57313761+tomeras91@users.noreply.github.com>
 2025-10-23 10:27:23 +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
tomeras91
08abfa78ec
[Bugfix] fix modelopt exclude_modules name mapping (#24178) 
Signed-off-by: Tomer Asida <57313761+tomeras91@users.noreply.github.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2025-09-10 10:20:46 -07:00
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
danielafrimi
14a5d903ab
[Model] NemotronH Support (#22349) 
Signed-off-by: Daniel Afrimi <danielafrimi8@gmail.com>
 2025-08-11 04:09:24 -07:00
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
Jee Jee Li
7661e92ef8
[Model] Optimize nemotron_h implementation (#19249) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-06-06 10:05:14 +00:00
Luis Vega
cb6d572e85
[Model] NemotronH support (#18863) 
Signed-off-by: Luis Vega <2478335+vegaluisjose@users.noreply.github.com>
Co-authored-by: Luis Vega <2478335+vegaluisjose@users.noreply.github.com>
 2025-06-05 21:29:28 +00:00