 yancong
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32eb0da808
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[Misc] Support register quantization method out-of-tree (#11969)
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2025-01-18 16:13:16 -08:00 |
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Gregory Shtrasberg
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b5b57e301e
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[AMD][FP8] Using MI300 FP8 format on ROCm for block_quant (#12134)
Signed-off-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>
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2025-01-17 17:12:26 +00:00 |
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Michael Goin
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9aa1519f08
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Various cosmetic/comment fixes (#12089)
Signed-off-by: mgoin <michael@neuralmagic.com>
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2025-01-16 09:59:06 +00:00 |
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fa0050db08
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[Core] Default to using per_token quantization for fp8 when cutlass is supported. (#8651)
Signed-off-by: mgoin <michael@neuralmagic.com>
Co-authored-by: Michael Goin <mgoin@redhat.com>
Co-authored-by: mgoin <michael@neuralmagic.com>
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2025-01-16 04:31:27 +00:00 |
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de0526f668
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[Misc][Quark] Upstream Quark format to VLLM (#10765)
Signed-off-by: kewang-xlnx <kewang@xilinx.com>
Signed-off-by: kewang2 <kewang2@amd.com>
Co-authored-by: kewang2 <kewang2@amd.com>
Co-authored-by: Michael Goin <michael@neuralmagic.com>
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2025-01-15 11:05:15 -05:00 |
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Rahul Tuli
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cbe94391eb
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Fix: cases with empty sparsity config (#12057)
Signed-off-by: Rahul Tuli <rahul@neuralmagic.com>
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2025-01-15 17:41:24 +08:00 |
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Cyrus LeungandMaxime Fournioux
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d848800e88
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[Misc] Move print_*_once from utils to logger (#11298)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: Maxime Fournioux <55544262+mfournioux@users.noreply.github.com>
Co-authored-by: Maxime Fournioux <55544262+mfournioux@users.noreply.github.com>
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2025-01-09 12:48:12 +08:00 |
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rasmith
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526de822d5
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[Kernel][Triton][AMD] Use block size heuristic for avg 2.8x speedup for int8 models (#11698)
Signed-off-by: Randall Smith <Randall.Smith@amd.com>
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2025-01-08 20:23:15 +00:00 |
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Robert ShawandWoosuk Kwon
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56fe4c297c
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[TPU][Quantization] TPU W8A8 (#11785)
Co-authored-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
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2025-01-08 19:33:29 +00:00 |
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Li, Jiang
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5dbf854553
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[CI/Build][CPU] Fix CPU CI by lazy importing triton FP8 kernels (#11618)
Signed-off-by: jiang1.li <jiang1.li@intel.com>
|
2024-12-30 10:17:04 +00:00 |
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Selali
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ac79799403
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[Bugfix] Fix for ROCM compressed tensor support (#11561)
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2024-12-27 20:12:11 +00:00 |
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Robert Shaw
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2339d59f92
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[BugFix] Fix quantization for all other methods (#11547)
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2024-12-26 22:23:29 -08:00 |
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f49777ba62
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Deepseek v3 (#11502)
Signed-off-by: mgoin <michael@neuralmagic.com>
Co-authored-by: mgoin <michael@neuralmagic.com>
Co-authored-by: robertgshaw2-neuralmagic <rshaw@neuralmagic.com>
|
2024-12-26 16:09:44 -08:00 |
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2072924d14
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[Model] [Quantization] Support deepseek_v3 w8a8 fp8 block-wise quantization (#11523)
Signed-off-by: mgoin <michael@neuralmagic.com>
Signed-off-by: simon-mo <simon.mo@hey.com>
Signed-off-by: simon-mo <xmo@berkeley.edu>
Co-authored-by: simon-mo <simon.mo@hey.com>
Co-authored-by: simon-mo <xmo@berkeley.edu>
Co-authored-by: HandH1998 <1335248067@qq.com>
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2024-12-26 15:33:30 -08:00 |
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Dipika Sikka
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b866cdbd05
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[Misc] Add assertion and helpful message for marlin24 compressed models (#11388)
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2024-12-24 02:23:38 +08:00 |
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George
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51ff216d85
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[Bugfix] update should_ignore_layer (#11354)
Signed-off-by: George Ohashi <george@neuralmagic.com>
|
2024-12-21 06:36:23 +00:00 |
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Isotr0py
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276738ce0f
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[Bugfix] Fix broken CPU compressed-tensors test (#11338)
Signed-off-by: Isotr0py <2037008807@qq.com>
|
2024-12-19 17:37:31 +00:00 |
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Tyler Michael Smith
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5a9da2e6e9
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[Bugfix][Build/CI] Fix sparse CUTLASS compilation on CUDA [12.0, 12.2) (#11311)
Signed-off-by: Tyler Michael Smith <tyler@neuralmagic.com>
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2024-12-19 02:43:30 +00:00 |
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60508ffda9
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[Kernel]: Cutlass 2:4 Sparsity + FP8/Int8 Quant Support (#10995)
Co-authored-by: Faraz Shahsavan <faraz.shahsavan@gmail.com>
Co-authored-by: ilmarkov <markovilya197@gmail.com>
Co-authored-by: Rahul Tuli <rahul@neuralmagic.com>
Co-authored-by: rshaw@neuralmagic.com <rshaw@neuralmagic.com>
|
2024-12-18 09:57:16 -05:00 |
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Jee Jee Li
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15859f2357
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[[Misc]Upgrade bitsandbytes to the latest version 0.45.0 (#11201)
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2024-12-15 03:03:06 +00:00 |
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Isotr0py
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b98c62ba49
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[Bugfix] Fix GGUF inference with FP16 unquantized checkpoint (#10675)
Signed-off-by: Isotr0py <2037008807@qq.com>
|
2024-11-27 10:43:17 -08:00 |
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yansh97
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cfb3bf25fb
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[bugfix] fix the default value of llm_int8_threshold in BitsAndBytesConfig (#10657)
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2024-11-27 13:55:23 +08:00 |
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Michael Goin
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7576cd38df
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[Bugfix] Check bnb_4bit_quant_storage for bitsandbytes (#10642)
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2024-11-26 12:29:00 -08:00 |
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youkaichao
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388ee3de66
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[torch.compile] limit inductor threads and lazy import quant (#10482)
Signed-off-by: youkaichao <youkaichao@gmail.com>
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2024-11-20 18:36:33 -08:00 |
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ElizaWszola
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b00b33d77e
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[Model][Quantization] HQQ support through Marlin kernel expansion (#9766)
Signed-off-by: ElizaWszola <eliza@neuralmagic.com>
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2024-11-19 13:31:12 -08:00 |
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Lucas Wilkinson
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96d999fbe8
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[Kernel] Initial Machete W4A8 support + Refactors (#9855)
Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
|
2024-11-18 12:59:29 -07:00 |
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Angus Wang
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c2170a5b39
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[Kernel] Explicitly specify other value in tl.load calls (#9014)
Signed-off-by: Angus Wang <wangjadehao@gmail.com>
|
2024-11-18 11:39:40 -08:00 |
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Yan Ma
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6b2d25efc7
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[Hardware][XPU] AWQ/GPTQ support for xpu backend (#10107)
Signed-off-by: yan ma <yan.ma@intel.com>
|
2024-11-18 11:18:05 -07:00 |
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Luka GovedičandDaniël de Kok
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bf2ddc6610
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[bugfix] Fix static asymmetric quantization case (#10334)
Signed-off-by: Daniël de Kok <me@danieldk.eu>
Signed-off-by: luka <luka@neuralmagic.com>
Co-authored-by: Daniël de Kok <me@danieldk.eu>
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2024-11-15 09:35:11 +08:00 |
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rasmith
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127c07480e
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[Kernel][Triton] Add Triton implementation for scaled_mm_triton to support fp8 and int8 SmoothQuant, symmetric case (#9857)
Signed-off-by: Randall Smith <Randall.Smith@amd.com>
|
2024-11-08 19:59:22 -05:00 |
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Li, Jiang
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a4b3e0c1e9
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[Hardware][CPU] Update torch 2.5 (#9911)
Signed-off-by: jiang1.li <jiang1.li@intel.com>
|
2024-11-07 04:43:08 +00:00 |
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Michael Goin
|
4ab3256644
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[Bugfix] Fix FP8 torch._scaled_mm fallback for torch>2.5 with CUDA<12.4 (#10095)
Signed-off-by: mgoin <michael@neuralmagic.com>
|
2024-11-07 00:54:13 +00:00 |
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Michael Goin
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399c798608
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Remove ScaledActivation for AWQ (#10057)
Signed-off-by: mgoin <michael@neuralmagic.com>
|
2024-11-06 14:27:06 +00:00 |
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Jee Jee Li
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b9c64c0ca7
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[Misc] Modify BNB parameter name (#9997)
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
|
2024-11-05 14:40:08 -05:00 |
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Michael Goin
|
8f0a9ca890
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[Bugfix] Respect modules_to_not_convert within awq_marlin (#9895)
Signed-off-by: mgoin <michael@neuralmagic.com>
|
2024-11-04 16:57:44 -07:00 |
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Pavani Majety
|
598b6d7b07
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[Bugfix/Core] Flashinfer k_scale and v_scale (#9861)
|
2024-11-01 12:15:05 -07:00 |
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Michael Goin
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37a4947dcd
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[Bugfix] Fix layer skip logic with bitsandbytes (#9887)
Signed-off-by: mgoin <michael@neuralmagic.com>
|
2024-11-01 13:12:44 +08:00 |
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Michael Goin
|
226688bd61
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[Bugfix][VLM] Make apply_fp8_linear work with >2D input (#9812)
|
2024-10-29 19:49:44 -07:00 |
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Isotr0py
|
09500f7dde
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[Model] Add BNB quantization support for Mllama (#9720)
|
2024-10-29 08:20:02 -04:00 |
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youkaichao
|
32176fee73
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[torch.compile] support moe models (#9632)
Signed-off-by: youkaichao <youkaichao@gmail.com>
|
2024-10-27 21:58:04 -07:00 |
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wangshuai09
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4e2d95e372
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[Hardware][ROCM] using current_platform.is_rocm (#9642)
Signed-off-by: wangshuai09 <391746016@qq.com>
|
2024-10-28 04:07:00 +00:00 |
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Michael Goin
|
ca0d92227e
|
[Bugfix] Fix compressed_tensors_moe bad config.strategy (#9677)
|
2024-10-25 12:40:33 -07:00 |
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Cyrus LeungandIsotr0py
|
c18e1a3418
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[VLM] Enable overriding whether post layernorm is used in vision encoder + fix quant args (#9217)
Co-authored-by: Isotr0py <2037008807@qq.com>
|
2024-10-23 11:27:37 +00:00 |
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Dipika Sikka
|
48138a8415
|
[BugFix] Stop silent failures on compressed-tensors parsing (#9381)
|
2024-10-17 18:54:00 -07:00 |
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|
Lucas Wilkinson
|
e312e52b44
|
[Kernel] Add Exllama as a backend for compressed-tensors (#9395)
|
2024-10-17 09:48:26 -04:00 |
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Michael GoinandDarkLight1337
|
22f8a69549
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[Misc] Directly use compressed-tensors for checkpoint definitions (#8909)
Co-authored-by: DarkLight1337 <tlleungac@connect.ust.hk>
|
2024-10-15 15:40:25 -07:00 |
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Li, Jiang
|
ca77dd7a44
|
[Hardware][CPU] Support AWQ for CPU backend (#7515)
|
2024-10-09 10:28:08 -06:00 |
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|
chenqianfzh
|
2f4117c38e
|
support bitsandbytes quantization with more models (#9148)
|
2024-10-08 19:52:19 -06:00 |
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Isotr0py
|
f19da64871
|
[Core] Refactor GGUF parameters packing and forwarding (#8859)
|
2024-10-07 10:01:46 +00:00 |
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05d686432f
|
[Kernel] Zero point support in fused MarlinMoE kernel + AWQ Fused MoE (#8973)
Co-authored-by: Dipika <dipikasikka1@gmail.com>
Co-authored-by: Dipika Sikka <ds3822@columbia.edu>
|
2024-10-04 12:34:44 -06:00 |
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