 roikoren755
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38c498b8e3
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[Performance] Cublas Bf16 Gate with Fp32 Output (#35121)
Signed-off-by: Roi Koren <roik@nvidia.com>
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2026-02-26 16:51:28 -08:00 |
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danielafrimi
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832a780f3a
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Nemotron: use per-layer config in NemotronHMLPDecoderLayer for heterogeneous models (#35396)
Signed-off-by: dafrimi <dafrimi@nvidia.com>
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2026-02-26 16:55:19 -05:00 |
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f5972a872f
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[Model][Spec Decode] Nemotron-H MTP and Mamba Speculative Decoding Support (#33726)
Signed-off-by: Shahar Mor <smor@nvidia.com>
Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Shahar Mor <smor@nvidia.com>
Co-authored-by: Roi Koren <roik@nvidia.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
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2026-02-24 09:49:56 -08:00 |
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roikoren755andMichael Goin
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3eff45d793
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Revert "[NemotronH] Do not force router to run in fp32 (#34582)" (#34808)
Signed-off-by: Roi Koren <roik@nvidia.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
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2026-02-19 09:47:05 -08:00 |
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roikoren755
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3b30e61507
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[NemotronH] Do not force router to run in fp32 (#34582)
Signed-off-by: Roi Koren <roik@nvidia.com>
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2026-02-16 10:15:32 -08:00 |
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Michael Goin
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ff1f83b056
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[Refactor] Replace activation: str with MoEActivation enum (#33843)
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
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2026-02-11 17:29:32 -08:00 |
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danielafrimi
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0aca8b8c62
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[MoE] Enable Shared/Routed Overlap For Latent MoE (Nemotron-H) (#32790)
Signed-off-by: dafrimi <dafrimi@nvidia.com>
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2026-02-02 09:18:50 -05:00 |
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amirkl94
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e01ff5c070
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Bugfix: Pass router logits dtype in nemotron shared experts (#32669)
Signed-off-by: Amir Klein <203507526+amirkl94@users.noreply.github.com>
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2026-01-29 09:36:34 +00:00 |
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danielafrimi
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83fb2d09e8
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Support heterogeneous NemotronHPuzzle model (#32549)
Signed-off-by: <dafrimi@nvidia.com>
Signed-off-by: Daniel Afrimi <dafrimi@nvidia.com>
Signed-off-by: root <dafrimi@nvidia.com>
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2026-01-27 10:55:54 -05:00 |
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daniserebandJee Jee Li
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f3a5ee705f
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[LoRA][Spec Decode] Support LoRA for Nemotron-H MTP models (#32265)
Signed-off-by: Daniel Serebrenik <daserebrenik@nvidia.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
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2026-01-27 07:53:26 -08:00 |
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Matthew Bonanni
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a608b4c6c2
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[5/N][Attention] Finish eliminating vllm/attention folder (#32064)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
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2026-01-27 10:02:51 -05:00 |
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Cyrus Leung
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dcd80206b7
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[Chore] Update type annotation of input_ids in model forward (#33063)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2026-01-26 06:02:10 -08:00 |
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Harry HuangandChen Zhang
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5206e5e28c
|
[V1][Hybrid] Mamba Prefix Caching with align mode (#30877)
Signed-off-by: huanghaoyan.hhy <huanghaoyan.hhy@alibaba-inc.com>
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
Co-authored-by: Chen Zhang <zhangch99@outlook.com>
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2026-01-23 09:56:48 -08:00 |
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Eldar Kurtić
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44f08af3a7
|
Add llmcompressor fp8 kv-cache quant (per-tensor and per-attn_head) (#30141)
Signed-off-by: Eldar Kurtic <8884008+eldarkurtic@users.noreply.github.com>
Signed-off-by: eldarkurtic <8884008+eldarkurtic@users.noreply.github.com>
|
2026-01-22 13:29:57 -07:00 |
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danisereb
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aa7f37ccfa
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Add support for LoRA adapters in Nemotron-H models (#30802)
Signed-off-by: Daniel Serebrenik <daserebrenik@nvidia.com>
|
2026-01-19 22:30:44 +08:00 |
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roikoren755
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bf184a6621
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Enable quantized attention in NemotronH models (#31898)
Signed-off-by: Roi Koren <roik@nvidia.com>
|
2026-01-07 17:37:19 +00:00 |
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ℍ𝕠𝕝𝕝𝕠𝕨 𝕄𝕒𝕟
|
482914849c
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[BugFix] LoRA: Support loading base_layer of experts (#31104)
Signed-off-by: Hollow Man <hollowman@opensuse.org>
|
2026-01-07 14:49:39 +08:00 |
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roikoren755
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28c94770ad
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[NemotronH] Use ReplicatedLinear for fc1_latent_proj (#31807)
Signed-off-by: Roi Koren <roik@nvidia.com>
|
2026-01-06 16:00:40 +00:00 |
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danisereb
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108a2728f7
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Add get_expert_mapping to NemotronHModel (for LoRA support) (#31539)
Signed-off-by: Daniel Serebrenik <daserebrenik@nvidia.com>
|
2025-12-30 21:09:03 -08:00 |
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shaharmor98andTyler Michael Smith
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fcd5306f65
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Add latent MoE support (#30203)
Signed-off-by: Shahar Mor <smor@nvidia.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
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2025-12-08 17:35:01 +00:00 |
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Jee Jee LiandCyrus Leung
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39e63dec7c
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[LoRA] Cleanup LoRA unused code (#29611)
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
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2025-11-28 22:52:58 -08:00 |
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tomeras91
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1395461f5f
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[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 |
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Harry Mellor
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97d1c99302
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Rename clashing method names for vLLM model protocol (#27583)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2025-11-12 19:14:33 -08:00 |
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Jee Jee Li
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9d1c474704
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[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 |
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e50c454672
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[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>
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2025-11-05 15:22:17 +00:00 |
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tomeras91
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77f8001f53
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[Model][Bugfix] fix pipeline parallelism support for NemotronH (#27968)
Signed-off-by: Tomer Asida <57313761+tomeras91@users.noreply.github.com>
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2025-11-04 12:28:36 +00:00 |
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Asaf Joseph Gardin
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9273754222
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[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 |
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tomeras91
|
61089465a6
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[Model] Add MoE support for NemotronH (#25863)
Signed-off-by: Tomer Asida <57313761+tomeras91@users.noreply.github.com>
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2025-10-23 10:27:23 +00:00 |
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Harry Mellor
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8fcaaf6a16
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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 |
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Harry Mellor
|
d6953beb91
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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 |
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ea507c3a93
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[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 |
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Thomas Parnell
|
a903669e10
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[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 |
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Woosuk Kwon
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1c3ffdbecc
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[V0 Deprecation] Remove V0 sampling metadata (#25345)
Signed-off-by: Woosuk Kwon <woosuk@thinkingmachines.ai>
|
2025-09-21 10:37:11 -07:00 |
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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 |
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tomeras91andCyrus Leung
|
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 |
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Lukas Geiger
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de533ab2a1
|
[Models] Improve iteration over layers (#19497)
Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
|
2025-08-29 09:26:34 +08:00 |
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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 |
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danielafrimi
|
14a5d903ab
|
[Model] NemotronH Support (#22349)
Signed-off-by: Daniel Afrimi <danielafrimi8@gmail.com>
|
2025-08-11 04:09:24 -07:00 |
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Asaf Joseph Gardinandasafg
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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 |
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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 |
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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 |
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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 |
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|
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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 |
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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 |
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Luis VegaandLuis 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 |
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