 Dipika Sikka
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0f7052bc7e
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[Misc] Refactor linear layer weight loading; introduce BasevLLMParameter and weight_loader_v2 (#5874)
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2024-08-07 09:17:58 -07:00 |
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Michael Goin
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f9a5600649
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[Bugfix] Fix GPTQ and GPTQ Marlin CPU Offloading (#7225)
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2024-08-06 18:34:26 -07:00 |
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Isotr0pyandMichael Goin
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360bd67cf0
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[Core] Support loading GGUF model (#5191)
Co-authored-by: Michael Goin <michael@neuralmagic.com>
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2024-08-05 17:54:23 -06:00 |
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Lucas Wilkinson
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a8d604ca2a
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[Misc] Disambiguate quantized types via a new ScalarType (#6396)
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2024-08-02 13:51:58 -07:00 |
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HandH1998
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6512937de1
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Support W4A8 quantization for vllm (#5218)
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2024-07-31 07:55:21 -06:00 |
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Tyler Michael Smith
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d7a299edaa
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[Kernel] Remove scaled_fp8_quant kernel padding footgun (#6842)
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2024-07-30 16:37:01 -04:00 |
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Thomas Parnell
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9a7e2d0534
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[Bugfix] Allow vllm to still work if triton is not installed. (#6786)
Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
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2024-07-29 14:51:27 -07:00 |
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Elsa Granger
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3eeb148f46
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[Misc] Pass cutlass_fp8_supported correctly in fbgemm_fp8 (#6871)
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2024-07-28 11:13:49 -04:00 |
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Alexander Matveev
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75acdaa4b6
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[Kernel] Increase precision of GPTQ/AWQ Marlin kernel (#6795)
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2024-07-27 17:52:33 -04:00 |
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Lucas Wilkinson
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cd7edc4e87
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[Bugfix] Fix empty (nullptr) channelwise scales when loading wNa16 using compressed tensors (#6798)
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2024-07-25 15:05:09 -07:00 |
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Michael Goin
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65b1f121c8
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[Bugfix] Fix kv_cache_dtype=fp8 without scales for FP8 checkpoints (#6761)
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2024-07-25 09:46:15 -07:00 |
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Robert Shawandmgoin
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889da130e7
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[ Misc ] fp8-marlin channelwise via compressed-tensors (#6524)
Co-authored-by: mgoin <michael@neuralmagic.com>
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2024-07-25 09:46:04 -07:00 |
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Alexander Matveev
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0310029a2f
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[Bugfix] Fix awq_marlin and gptq_marlin flags (#6745)
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2024-07-24 22:34:11 -07:00 |
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dongmao zhangandMichael Goin
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87525fab92
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[bitsandbytes]: support read bnb pre-quantized model (#5753)
Co-authored-by: Michael Goin <michael@neuralmagic.com>
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2024-07-23 23:45:09 +00:00 |
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Michael Goin
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0eb0757bef
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[Misc] Add ignored layers for fp8 quantization (#6657)
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2024-07-23 14:04:04 -04:00 |
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Michael Goin
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9e0b558a09
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[Misc] Support FP8 kv cache scales from compressed-tensors (#6528)
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2024-07-23 04:11:50 +00:00 |
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Cheng Li
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c5e8330997
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[Bugfix] Fix null modules_to_not_convert in FBGEMM Fp8 quantization (#6665)
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2024-07-22 19:25:05 -07:00 |
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Alexander Matveev
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396d92d5e0
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[Kernel][Core] Add AWQ support to the Marlin kernel (#6612)
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2024-07-21 19:41:42 -04:00 |
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Robert Shaw
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082ecd80d5
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[ Bugfix ] Fix AutoFP8 fp8 marlin (#6609)
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2024-07-20 17:25:56 -06:00 |
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Michael Goin
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f952bbc8ff
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[Misc] Fix input_scale typing in w8a8_utils.py (#6579)
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2024-07-20 23:11:13 +00:00 |
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Robert Shaw
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9364f74eee
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[ Kernel ] Enable fp8-marlin for fbgemm-fp8 models (#6606)
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2024-07-20 18:50:10 +00:00 |
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Robert Shaw
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683e3cb9c4
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[ Misc ] fbgemm checkpoints (#6559)
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2024-07-20 09:36:57 -07:00 |
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Robert Shaw
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4cc24f01b1
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[ Kernel ] Enable Dynamic Per Token fp8 (#6547)
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2024-07-19 23:08:15 +00:00 |
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Robert Shaw
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dbe5588554
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[ Misc ] non-uniform quantization via compressed-tensors for Llama (#6515)
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2024-07-18 22:39:18 -04:00 |
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Tyler Michael Smith
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4ffffccb7e
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[Kernel] Implement fallback for FP8 channelwise using torch._scaled_mm (#6552)
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2024-07-18 23:52:22 +00:00 |
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Robert Shaw
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58ca663224
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[ Misc ] Improve Min Capability Checking in compressed-tensors (#6522)
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2024-07-18 14:39:12 +00:00 |
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Robert Shaw
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18fecc3559
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[ Kernel ] Fp8 Channelwise Weight Support (#6487)
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2024-07-18 03:18:13 +00:00 |
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Michael Goin
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978aed5300
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[Kernel][Attention] Separate Attention.kv_scale into k_scale and v_scale (#6081)
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2024-07-16 15:31:32 -07:00 |
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Tyler Michael Smith
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c8fd97f26d
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[Kernel] Use CUTLASS kernels for the FP8 layers with Bias (#6270)
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2024-07-15 13:05:52 -04:00 |
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Robert Shaw
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fb6af8bc08
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[ Misc ] Apply MoE Refactor to Deepseekv2 To Support Fp8 (#6417)
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2024-07-13 20:03:58 -07:00 |
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Robert ShawandRobert Shaw
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babf52dade
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[ Misc ] More Cleanup of Marlin (#6359)
Co-authored-by: Robert Shaw <rshaw@neuralmagic.com>
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2024-07-13 10:21:37 +00:00 |
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Robert Shaw
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aea19f0989
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[ Misc ] Support Models With Bias in compressed-tensors integration (#6356)
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2024-07-12 11:11:29 -04:00 |
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Robert ShawandRobert Shaw
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b675069d74
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[ Misc ] Refactor Marlin Python Utilities (#6082)
Co-authored-by: Robert Shaw <rshaw@neuralmagic.com>
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2024-07-11 15:40:11 +00:00 |
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Robert ShawandRobert Shaw
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abfe705a02
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[ Misc ] Support Fp8 via llm-compressor (#6110)
Co-authored-by: Robert Shaw <rshaw@neuralmagic>
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2024-07-07 20:42:11 +00:00 |
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Robert Shaw
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62963d129e
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[ Misc ] Clean Up CompressedTensorsW8A8 (#6113)
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2024-07-03 22:50:08 +00:00 |
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Michael Goin
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47f0954af0
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[Kernel] Expand FP8 support to Ampere GPUs using FP8 Marlin (#5975)
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2024-07-03 17:38:00 +00:00 |
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youkaichao
|
482045ee77
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[hardware][misc] introduce platform abstraction (#6080)
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2024-07-02 20:12:22 -07:00 |
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|
ee93f4f92a
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[CORE] Quantized lm-head Framework (#4442)
Co-authored-by: Robert Shaw <rshaw@neuralmagic.com>
Co-authored-by: ZX <zx@lbx.dev>
|
2024-07-02 22:25:17 +00:00 |
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7c008c51a9
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[ Misc ] Refactor MoE to isolate Fp8 From Mixtral (#5970)
Co-authored-by: Robert Shaw <rshaw@neuralmagic>
Co-authored-by: Michael Goin <michael@neuralmagic.com>
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2024-07-02 21:54:35 +00:00 |
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youkaichao
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614aa51203
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[misc][cuda] use nvml to avoid accidentally cuda initialization (#6007)
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2024-06-30 20:07:34 -07:00 |
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Robert ShawandRobert Shaw
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af9ad46fca
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[ Misc ] Refactor w8a8 to use process_weights_after_load (Simplify Weight Loading) (#5940)
Co-authored-by: Robert Shaw <rshaw@neuralmagic>
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2024-06-30 23:06:27 +00:00 |
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Dipika Sikka
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7836fdcc11
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[Misc] Fix get_min_capability (#5971)
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2024-06-30 20:15:16 +00:00 |
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8dbfcd35bf
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[ CI/Build ] Added E2E Test For Compressed Tensors (#5839)
Co-authored-by: Michael Goin <michael@neuralmagic.com>
Co-authored-by: Robert Shaw <rshaw@neuralmagic>
|
2024-06-29 21:12:58 +08:00 |
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Robert ShawandRobert Shaw
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2cd402e169
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[ Bugfix ] Enabling Loading Models With Fused QKV/MLP on Disk with FP8 (#5921)
Co-authored-by: Robert Shaw <rshaw@neuralmagic>
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2024-06-28 18:43:49 +00:00 |
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Dipika Sikka
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dd248f7675
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[Misc] Update w4a16 compressed-tensors support to include w8a16 (#5794)
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2024-06-25 19:23:35 +00:00 |
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Tyler Michael Smith
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3f3b6b2150
|
[Bugfix] Fix the CUDA version check for FP8 support in the CUTLASS kernels (#5715)
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2024-06-20 18:36:10 +00:00 |
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Dipika Sikka
|
4a30d7e3cc
|
[Misc] Add per channel support for static activation quantization; update w8a8 schemes to share base classes (#5650)
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2024-06-19 18:06:44 -04:00 |
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Dipika Sikka
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95db455e7f
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[Misc] Add channel-wise quantization support for w8a8 dynamic per token activation quantization (#5542)
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2024-06-18 12:45:05 -04:00 |
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Dipika Sikka
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890d8d960b
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[Kernel] compressed-tensors marlin 24 support (#5435)
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2024-06-17 12:32:48 -04:00 |
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Cyrus Leung
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0e9164b40a
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[mypy] Enable type checking for test directory (#5017)
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2024-06-15 04:45:31 +00:00 |
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