 Varun Sundar RabindranathandVarun Sundar Rabindranath
|
f067737b2a
|
[Bugfix][TieredOffloading] : Return HIT_PENDING when KV promotion is triggered (#51840)
Signed-off-by: <>
Co-authored-by: Varun Sundar Rabindranath <varun-sundar-rabindranath@h100-01.nemg-001.lab.rdu2.dc.redhat.com>
|
2026-08-12 05:07:16 +03:00 |
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Varun Sundar RabindranathandVarun Sundar Rabindranath
|
d18ed2304a
|
[KV-offload][FS] : Batch store/load_block in C (#49152)
Signed-off-by: <>
Co-authored-by: Varun Sundar Rabindranath <varun-sundar-rabindranath@h100-01.nemg-001.lab.rdu2.dc.redhat.com>
|
2026-07-28 11:21:53 +08:00 |
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Varun Sundar RabindranathandVarun Sundar Rabindranath
|
c8fb2963bd
|
[FS-Offloading] Batch Lookup in C (#46713)
Signed-off-by: <>
Co-authored-by: Varun Sundar Rabindranath <varun-sundar-rabindranath@h100-01.nemg-001.lab.rdu2.dc.redhat.com>
|
2026-06-29 09:28:32 -07:00 |
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Varun Sundar RabindranathandVarun Sundar Rabindranath
|
36bbecd643
|
[BugFix] Revert "[KV Offload] Use background thread for mmap / cpu_tensors pinning" (#46958)
Signed-off-by: <>
Co-authored-by: Varun Sundar Rabindranath <varun-sundar-rabindranath@h100-01.nemg-001.lab.rdu2.dc.redhat.com>
|
2026-06-29 07:54:34 -07:00 |
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Varun Sundar RabindranathandVarun Sundar Rabindranath
|
798185d438
|
[KV-Offloading] Fix tensors_per_block stride (#46888)
Signed-off-by: <>
Co-authored-by: Varun Sundar Rabindranath <varun-sundar-rabindranath@h100-01.nemg-001.lab.rdu2.dc.redhat.com>
|
2026-06-27 21:01:45 -04:00 |
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Varun Sundar RabindranathandVarun Sundar Rabindranath
|
68567ef2df
|
[CPUOffloadingManager] Maintain evictable list in LRUCachePolicy (#46216)
Signed-off-by: <>
Co-authored-by: Varun Sundar Rabindranath <varun-sundar-rabindranath@h100-01.nemg-001.lab.rdu2.dc.redhat.com>
|
2026-06-22 06:54:44 +00:00 |
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Varun Sundar RabindranathandVarun Sundar Rabindranath
|
3b4a76b63f
|
[KV-Offloading] : Expose CPU cache usage metric (#45737)
Signed-off-by: Varun Sundar Rabindranath <varun-sundar-rabindranath@h100-01.nemg-001.lab.rdu2.dc.redhat.com>
Signed-off-by: <>
Co-authored-by: Varun Sundar Rabindranath <varun-sundar-rabindranath@h100-01.nemg-001.lab.rdu2.dc.redhat.com>
|
2026-06-20 21:21:55 +00:00 |
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Varun Sundar RabindranathandVarun Sundar Rabindranath
|
ed938ad7db
|
[CPUOffloading] Guard CPU eviction check (#45757)
Signed-off-by: Varun Sundar Rabindranath <varun-sundar-rabindranath@h100-01.nemg-001.lab.rdu2.dc.redhat.com>
Co-authored-by: Varun Sundar Rabindranath <varun-sundar-rabindranath@h100-01.nemg-001.lab.rdu2.dc.redhat.com>
|
2026-06-18 05:34:59 +03:00 |
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Varun Sundar Rabindranathandvarun sundar rabindranath
|
b927004c44
|
[Bugfix] Mamba CPU Offloading (#44599)
Signed-off-by: varun sundar rabindranath <vsundarr@redhat.com>
Co-authored-by: varun sundar rabindranath <vsundarr@redhat.com>
|
2026-06-11 21:07:35 -07:00 |
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Varun Sundar Rabindranathandvarun sundar rabindranath
|
3d76f395e3
|
[SharedOffloadRegion] Align blocks to page-size (#43689)
Signed-off-by: varun sundar rabindranath <vsundarr@redhat.com>
Co-authored-by: varun sundar rabindranath <vsundarr@redhat.com>
|
2026-06-03 14:25:57 +03:00 |
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|
Varun Sundar Rabindranathandvarun sundar rabindranath
|
7268457999
|
[KV Offloading] Enable HMA models for Tiering Offloading (#44287)
Signed-off-by: varun sundar rabindranath <vsundarr@redhat.com>
Co-authored-by: varun sundar rabindranath <vsundarr@redhat.com>
|
2026-06-03 10:03:00 +03:00 |
|
|
Varun Sundar RabindranathandVarun Sundar Rabindranath
|
7b80cd8ac3
|
[Docs] Add Phi-4-reasoning-vision to supported models + examples (#39232)
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
|
2026-04-08 02:02:26 +00:00 |
|
|
Varun Sundar RabindranathandVarun Sundar Rabindranath
|
2ad7c0335f
|
[Model] Add Phi4ForCausalLMV for microsoft/Phi-4-reasoning-vision-15B (#38306)
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
|
2026-04-02 21:14:57 -07:00 |
|
|
Varun Sundar Rabindranath
|
e3fc374a9a
|
[BugFix] Workspace allocation during profile run : DeepEPHighThroughput + DeepGEMM (#30899)
|
2025-12-17 15:00:59 -08:00 |
|
|
|
19bee6d12d
|
[Performance][DP/EP] Add silu_mul_per_token_group_quant_fp8_colmajor kernel (#29470)
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
|
2025-12-03 18:04:59 +00:00 |
|
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Varun Sundar RabindranathandVarun Sundar Rabindranath
|
e924bbb4f4
|
[Build/CI][DP/EP] Add QWen/Qwen3-30B-A3B-FP8 + EPLB tests to Nightly H100 and B200 (#29195)
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
|
2025-11-24 16:06:17 +00:00 |
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|
Varun Sundar RabindranathandVarun Sundar Rabindranath
|
3137991f55
|
[BugFix] EPLB + B200 + DeepGEMM : Handle column-major scales tensor (#29162)
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
|
2025-11-21 14:28:17 -08:00 |
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|
Varun Sundar RabindranathandVarun Sundar Rabindranath
|
9912b8ccb8
|
[Build] Add OpenAI triton_kernels (#28788)
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
|
2025-11-18 16:45:20 -08:00 |
|
|
Varun Sundar RabindranathandVarun Sundar Rabindranath
|
6965ef436f
|
[Performance][DeepGEMM] Estimate expected_m (#28694)
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
|
2025-11-15 13:52:14 +08:00 |
|
|
Varun Sundar RabindranathandVarun Sundar Rabindranath
|
fe1cd7704d
|
[Performance][B200] silu_mul_quant: pack scales in int32 (#28358)
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
|
2025-11-13 10:16:55 -08:00 |
|
|
Varun Sundar RabindranathandVarun Sundar Rabindranath
|
74a9a9faad
|
[Performance][B200] Fix deepgemm prologue (#27897)
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
|
2025-11-12 13:13:03 -08:00 |
|
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Varun Sundar RabindranathandVarun Sundar Rabindranath
|
b039bfda8f
|
[Bugfix] Fix persistent_masked_m_silu_mul_quant tests (#28366)
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
|
2025-11-10 09:21:52 -08:00 |
|
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Varun Sundar RabindranathandVarun Sundar Rabindranath
|
6b2b9fd934
|
[CI] lora/test_mixtral.py : Add additional expected outputs due to flakiness (#28322)
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
|
2025-11-10 10:45:29 +08:00 |
|
|
Varun Sundar RabindranathandVarun Sundar Rabindranath
|
ca6f755d24
|
[BugFix] Fix FusedMoELoRA + ModularKernel Integration (#28237)
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
|
2025-11-06 22:53:30 +00:00 |
|
|
Varun Sundar Rabindranath
|
4022a9d279
|
[BugFix][Performance] Restore flashinfer autotuning for all scenarios (#27904)
|
2025-11-04 15:56:21 +08:00 |
|
|
Varun Sundar RabindranathandVarun Sundar Rabindranath
|
e5e076cad7
|
[BugFix] Stopgap - Flashinfer Autotuner + GPT-OSS + DP/TP (#27762)
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
|
2025-10-30 08:24:31 -07:00 |
|
|
Varun Sundar Rabindranath
|
f6d5f5888c
|
[Build] Revert triton_kernels requirements (#27659)
|
2025-10-28 21:07:09 -07:00 |
|
|
Varun Sundar RabindranathandVarun Sundar Rabindranath
|
5d3be3ba4c
|
[Bugfix][LoRA][FusedMoE] Select MxFP4 Backend based on LoRA Enablement (#27487)
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
|
2025-10-27 07:32:50 -07:00 |
|
|
Varun Sundar RabindranathandVarun Sundar Rabindranath
|
269c4db0a4
|
[Misc][DP] Guard mxfp4 implementation selection (#27484)
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
|
2025-10-24 23:29:24 +00:00 |
|
|
Varun Sundar RabindranathandVarun Sundar Rabindranath
|
a9f55dc588
|
[Misc] Add triton_kernels dependency (#27370)
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
|
2025-10-23 12:04:14 -07:00 |
|
|
|
5ff5d94e77
|
[Bugfix] Fix gpt-oss w4a8 DP/EP on B200 (#26729)
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
|
2025-10-21 01:51:14 -04:00 |
|
|
Varun Sundar RabindranathandVarun Sundar Rabindranath
|
30a33b92ee
|
[Misc] Rev DeepEP (#27122)
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
|
2025-10-18 14:54:29 +08:00 |
|
|
Varun Sundar RabindranathandVarun Sundar Rabindranath
|
fb0571b077
|
[GPTOSS][DP/EP][Marlin] Enable GPTOSS Batched DP/EP using Marlin kernels (#25997)
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
|
2025-10-16 12:53:11 -07:00 |
|
|
Varun Sundar RabindranathandVarun Sundar Rabindranath
|
8ae169286f
|
[torch.compile] Unwrap fused_marlin_moe custom op (#26739)
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
|
2025-10-14 02:22:16 +00:00 |
|
|
Varun Sundar RabindranathandVarun Sundar Rabindranath
|
f23b4c04fd
|
[BugFix] Pad input buffers in _dummy_run (#26209)
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
|
2025-10-06 16:07:51 -04:00 |
|
|
Varun Sundar RabindranathandVarun Sundar Rabindranath
|
93540958b8
|
[Docs] Fix broken table in moe_kernel_features doc (#26314)
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
|
2025-10-06 15:58:05 -04:00 |
|
|
|
7ef40bb983
|
[GPTOSS][DP/EP][Marlin] Enable GPTOSS DP/EP using Marlin kernels (#25488)
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
|
2025-10-03 20:13:13 -04:00 |
|
|
Varun Sundar RabindranathandVarun Sundar Rabindranath
|
8c9117181d
|
[Misc] Remove typing.List (#26150)
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
|
2025-10-03 07:00:33 +00:00 |
|
|
Varun Sundar RabindranathandVarun Sundar Rabindranath
|
e8db44f883
|
[DP/EP][GPTOSS] Use triton matmul-ogs kernels for GPTOSS DP/EP (#24588)
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
|
2025-09-22 21:01:09 -07:00 |
|
|
Varun Sundar RabindranathandVarun Sundar Rabindranath
|
7852b82b93
|
[Bugfix] GPT OSS Attritbute error on H100 (#25228)
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
|
2025-09-19 13:14:09 -06:00 |
|
|
Varun Sundar RabindranathandVarun Sundar Rabindranath
|
f703b923f3
|
[Misc] DeepGEMM : Avoid JIT generation in the hot-path (#22215)
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
|
2025-08-08 16:09:59 -07:00 |
|
|
Varun Sundar RabindranathandVarun Sundar Rabindranath
|
a65f46be5e
|
[Misc] DeepGemmExperts : Avoid JIT generation in the hot-path (#21955)
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
|
2025-08-01 19:42:03 -07:00 |
|
|
Varun Sundar RabindranathandVarun Sundar Rabindranath
|
ac45c44d98
|
[Bugfix] [Performance] DeepEPHighThroughput + DeepSeek : Quant before Dispatch (#21837)
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
|
2025-08-01 10:14:38 -07:00 |
|
|
Varun Sundar RabindranathandVarun Sundar Rabindranath
|
f03e9cf2bb
|
[Doc] Add FusedMoE Modular Kernel Documentation (#21623)
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
|
2025-07-29 10:32:30 -07:00 |
|
|
Varun Sundar RabindranathandVarun Sundar Rabindranath
|
2212cd6cfb
|
[Bugfix] DeepGemm utils : Fix hardcoded type-cast (#21517)
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
|
2025-07-24 20:17:29 -07:00 |
|
|
Varun Sundar RabindranathandVarun Sundar Rabindranath
|
8425f785ad
|
[Misc] DeepEPHighThroughtput - Enable Inductor pass (#21311)
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
|
2025-07-21 23:35:45 -07:00 |
|
|
Varun Sundar RabindranathandVarun Sundar Rabindranath
|
dcc6cfb991
|
[Kernel][Performance] Tweak MoE Batched silu_mul_fp8_quant_deep_gemm kernel (#21193)
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
|
2025-07-18 23:09:51 -07:00 |
|
|
Varun Sundar RabindranathandVarun Sundar Rabindranath
|
9ffe905a41
|
[Bugfix][Model] Fix LoRA for Mistral-Small-3.1-24B-Instruct-2503 (#21183)
Signed-off-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
Co-authored-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
|
2025-07-18 21:15:03 -07:00 |
|
|
Varun Sundar RabindranathandVarun Sundar Rabindranath
|
11dfdf21bf
|
[Kernel] DeepGemm MoE : Integrate triton permute / unpermute kernels (#20903)
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
|
2025-07-17 08:10:37 +00:00 |
|
|
Varun Sundar RabindranathandVarun Sundar Rabindranath
|
c0569dbc82
|
[Misc] ModularKernel : Perform WeightAndReduce inside TritonExperts & DeepGemmExperts (#20725)
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
|
2025-07-14 19:47:16 +00:00 |
|
|
Varun Sundar Rabindranath
|
890323dc1b
|
[Bugfix] : Fix typo - logger.warn_once -> logger.warning_once (#20852)
|
2025-07-11 20:56:24 -07:00 |
|
|
Varun Sundar RabindranathandVarun Sundar Rabindranath
|
53fa457391
|
[Misc] Add unit tests for MoE ModularKernel combinations + Profiling utility (#20449)
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
|
2025-07-11 07:51:46 -07:00 |
|
|
Varun Sundar RabindranathandVarun Sundar Rabindranath
|
f0c98cae27
|
[Misc] MoE ModularKernel : Introduce TopKWeightAndReduce (#20648)
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
|
2025-07-10 14:40:38 -07:00 |
|
|
Varun Sundar RabindranathandVarun Sundar Rabindranath
|
fdadb6f43a
|
[Bugfix] Fused MoE Modular Kernel chunking loop (#20392)
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
|
2025-07-10 20:31:10 +00:00 |
|
|
Varun Sundar RabindranathandVarun
|
805d62ca88
|
[Misc] DP : Add ExpertTokensMetadata (#20332)
Signed-off-by: Varun <vsundarr@redhat.com>
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun <vsundarr@redhat.com>
|
2025-07-10 00:33:14 +00:00 |
|
|
Varun Sundar RabindranathandVarun Sundar Rabindranath
|
08d81f1014
|
[Bugfix] Fix deepep tests (#20288)
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
|
2025-07-01 15:29:08 +08:00 |
|
|
Varun Sundar RabindranathandVarun Sundar Rabindranath
|
e3b12667d4
|
[BugFix] : Fix Batched DeepGemm Experts (#19515)
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
|
2025-06-12 20:43:02 -06:00 |
|
|
Varun Sundar Rabindranath
|
9d880f594d
|
[Misc] Turn MOE_DP_CHUNK_SIZE into an env var (#19506)
|
2025-06-12 18:01:16 +00:00 |
|
|
Varun Sundar RabindranathandVarun Sundar Rabindranath
|
e5d35d62f5
|
[BugFix] Force registration of w8a8_block_fp8_matmul_deepgemm via lazy import (#19514)
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
|
2025-06-12 04:28:12 +00:00 |
|
|
Varun Sundar RabindranathandVarun
|
5cf2daea9a
|
[Misc] Fixes and Optimizations for DeepEP + DeepGEMM combination. (#19298)
Signed-off-by: Varun <vsundarr@redhat.com>
Co-authored-by: Varun <vsundarr@redhat.com>
|
2025-06-09 10:50:39 -04:00 |
|
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Varun Sundar RabindranathandVarun
|
c3fd4d669a
|
[Kernel] Integrate batched/masked deepgemm kernel (#19111)
Signed-off-by: Varun <vsundarr@redhat.com>
Co-authored-by: Varun <vsundarr@redhat.com>
|
2025-06-04 21:59:18 +00:00 |
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Varun Sundar RabindranathandVarun Sundar Rabindranath
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fa98d77773
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[Kernel] DeepEP dispatch-combine kernel integration (#18434)
Signed-off-by: Varun <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
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2025-06-03 12:30:02 -07:00 |
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Varun Sundar RabindranathandVarun Sundar Rabindranath
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7951d78738
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[Core] Enable CUDA graphs for DP + All2All kernels (#18724)
Signed-off-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
Co-authored-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
|
2025-05-28 22:55:30 +00:00 |
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Varun Sundar Rabindranath
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90bd2ae172
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[Bugfix] LoRA - Retire unused maxnreg LoRA kernel argument (#17677)
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2025-05-05 17:34:29 -07:00 |
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Varun Sundar Rabindranathandvarun sundar rabindranath
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7a0a9da72b
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[Doc] V1 : Update LoRA status (#17133)
Signed-off-by: varun sundar rabindranath <vsundarr@redhat.com>
Co-authored-by: varun sundar rabindranath <vsundarr@redhat.com>
|
2025-04-24 20:17:22 -07:00 |
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Varun Sundar Rabindranathandvarun sundar rabindranath
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7b8a2ab76f
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[Kernel] Add expert_map support to Cutlass FP8 MOE (#16861)
Signed-off-by: varun sundar rabindranath <vsundarr@redhat.com>
Co-authored-by: varun sundar rabindranath <vsundarr@redhat.com>
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2025-04-21 20:44:32 -07:00 |
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Varun Sundar RabindranathandVarun Sundar Rabindranath
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3a100b9278
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[Bugfix] LoRA : Fix the order in which the kernels process LoRAs (#16040)
Signed-off-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
Co-authored-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
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2025-04-06 14:04:50 +00:00 |
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Varun Sundar RabindranathandVarun Sundar Rabindranath
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79455cf421
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[Misc] Enable V1 LoRA by default (#15320)
Signed-off-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
Co-authored-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
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2025-04-01 16:53:56 +08:00 |
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Varun Sundar RabindranathandVarun Sundar Rabindranath
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1286211f57
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[Bugfix] LoRA V1: add and fix entrypoints tests (#15715)
Signed-off-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
Co-authored-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
|
2025-03-28 21:10:41 -07:00 |
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Varun Sundar RabindranathandVarun Sundar Rabindranath
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8095341a01
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[misc] LoRA: Remove unused long context test data (#15558)
Signed-off-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
Co-authored-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
|
2025-03-27 10:04:51 +08:00 |
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Varun Sundar RabindranathandVarun Sundar Rabindranath
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6c663dfd5e
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[misc] LoRA - Skip LoRA kernels when not required (#15152)
Signed-off-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
Co-authored-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
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2025-03-26 11:33:45 +08:00 |
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Varun Sundar RabindranathandVarun Sundar Rabindranath
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ff38f0a32c
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[CI/Build] LoRA: Delete long context tests (#15503)
Signed-off-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
Co-authored-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
|
2025-03-25 17:18:34 -07:00 |
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Varun Sundar RabindranathandVarun Sundar Rabindranath
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a5cfbab3c8
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[Core] LoRA: V1 Scheduler optimization (#15422)
Signed-off-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
Co-authored-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
|
2025-03-25 22:50:09 +00:00 |
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Varun Sundar RabindranathandVarun Sundar Rabindranath
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8a8b30eac1
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[Bugfix] LoRA V0 - Fix case where max_num_seqs is between cudagraph capture sizes (#15308)
Signed-off-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
Co-authored-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
|
2025-03-22 02:03:32 -07:00 |
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Varun Sundar RabindranathandVarun Sundar Rabindranath
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0cfe7d386d
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[CI/Build] LoRA : make add_lora_test safer (#15181)
Signed-off-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
Co-authored-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
|
2025-03-21 09:28:53 +08:00 |
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Varun Sundar RabindranathandVarun Sundar Rabindranath
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400d483e87
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[Kernels] LoRA - Retire SGMV and BGMV Kernels (#14685)
Signed-off-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
Co-authored-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
|
2025-03-18 09:47:53 +00:00 |
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Varun Sundar RabindranathandVarun Sundar Rabindranath
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0b1cfa6180
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[Kernel] LoRA - Enable CUDAGraphs for V1 (#14626)
Signed-off-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
Co-authored-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
|
2025-03-13 20:42:04 -07:00 |
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Varun Sundar RabindranathandVarun Sundar Rabindranath
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5ff0d32580
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[V1] LoRA - Add triton kernels for V1 (#13096)
Signed-off-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
Co-authored-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
|
2025-03-10 17:27:53 -04:00 |
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Varun Sundar RabindranathandVarun Sundar Rabindranath
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3dbd2d813a
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[V1] LoRA - Enable more V1 tests (#14315)
Signed-off-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
Co-authored-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
|
2025-03-06 11:55:42 +08:00 |
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Varun Sundar Rabindranath
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03f48b3db6
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[Core] LoRA V1 - Add add/pin/list/remove_lora functions (#13705)
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2025-02-25 00:18:02 -08:00 |
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Varun Sundar Rabindranath
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b69692a2d8
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[Kernel] LoRA - Refactor sgmv kernels (#13110)
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2025-02-20 07:28:06 -05:00 |
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Varun Sundar RabindranathandVarun Sundar Rabindranath
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cbc40128eb
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[V1] LoRA - Enable Serving Usecase (#12883)
Signed-off-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
Co-authored-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
|
2025-02-14 14:21:12 +08:00 |
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Varun Sundar RabindranathandVarun Sundar Rabindranath
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78a141d768
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[Misc] LoRA - Refactor Punica ops tests (#12970)
Signed-off-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
Co-authored-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
|
2025-02-11 07:26:03 +00:00 |
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Varun Sundar RabindranathandVarun Sundar Rabindranath
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7e1837676a
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[misc] Add LoRA to benchmark_serving (#12898)
Signed-off-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
Co-authored-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
|
2025-02-08 17:15:44 +08:00 |
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Varun Sundar RabindranathandVarun Sundar Rabindranath
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467a96a541
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[V1] LoRA Support (#10957)
Signed-off-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
Co-authored-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
|
2025-02-06 09:32:51 -08:00 |
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Varun Sundar Rabindranath
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5fd24ec02e
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[misc] Add LoRA kernel micro benchmarks (#11579)
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2025-01-16 15:51:40 +00:00 |
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Varun Sundar RabindranathandVarun Sundar Rabindranath
|
ebd8c669ef
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[Bugfix] Fix _get_lora_device for HQQ marlin (#12090)
Signed-off-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
Co-authored-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
|
2025-01-15 19:59:42 +00:00 |
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Varun Sundar RabindranathandVarun Sundar Rabindranath
|
98356735ac
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[misc] benchmark_throughput : Add LoRA (#11267)
Signed-off-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
Co-authored-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
|
2024-12-19 15:43:16 +08:00 |
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Varun Sundar RabindranathandVarun Sundar Rabindranath
|
8936316d58
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[Kernel] Refactor Cutlass c3x (#10049)
Signed-off-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
Co-authored-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
|
2024-12-19 07:00:18 +00:00 |
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Varun Sundar RabindranathandVarun Sundar Rabindranath
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efbce85f4d
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[misc] Layerwise profile updates (#10242)
Signed-off-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
Co-authored-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
|
2024-12-16 18:14:57 +00:00 |
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Varun Sundar RabindranathandVarun Sundar Rabindranath
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25b79d9fd3
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[V1] Input Batch Relocation (#10962)
Signed-off-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
Co-authored-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
|
2024-12-09 09:33:41 -08:00 |
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Varun Sundar RabindranathandVarun Sundar Rabindranath
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cb3b2b9ba4
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[Bugfix] Fix incorrect updates to num_computed_tokens in multi-step scheduling (#9038)
Co-authored-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
|
2024-10-06 12:48:11 -07:00 |
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Varun Sundar RabindranathandVarun Sundar Rabindranath
|
afb050b29d
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[Core] CUDA Graphs for Multi-Step + Chunked-Prefill (#8645)
Co-authored-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
|
2024-10-02 19:44:39 +00:00 |
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Varun Sundar Rabindranath
|
19d02ff938
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[Bugfix] Fix PP for Multi-Step (#8887)
|
2024-09-28 08:52:46 -07:00 |
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Varun Sundar RabindranathandVarun Sundar Rabindranath
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c2ec430ab5
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[Core] Multi-Step + Single Step Prefills via Chunked Prefill code path (#8378)
Co-authored-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
|
2024-09-27 13:32:07 -07:00 |
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Varun Sundar RabindranathandVarun Sundar Rabindranath
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35e9c12bfa
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[Kernel] Tuned int8 Cutlass Kernels for SM75 (T4) (#6996)
Co-authored-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
|
2024-07-31 14:40:32 -07:00 |
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Varun Sundar RabindranathandVarun Sundar Rabindranath
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93548eb37e
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[Kernel] Enable FP8 Cutlass for Ada Lovelace (#6950)
Co-authored-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
|
2024-07-31 14:40:22 -07:00 |
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Varun Sundar RabindranathandVarun Sundar Rabindranath
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af647fb8b3
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[Kernel] Tuned int8 kernels for Ada Lovelace (#6848)
Co-authored-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
|
2024-07-29 20:24:58 -06:00 |
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Varun Sundar RabindranathandVarun Sundar Rabindranath
|
766435e660
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[Kernel] Tuned FP8 Kernels for Ada Lovelace (#6677)
Co-authored-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
|
2024-07-29 09:42:35 -06:00 |
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Varun Sundar RabindranathandVarun Sundar Rabindranth
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2e26564259
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[ Kernel ] FP8 Dynamic Per Token Quant - Add scale_ub (#6593)
Co-authored-by: Varun Sundar Rabindranth <varun@neuralmagic.com>
|
2024-07-19 18:15:26 -07:00 |
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