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187 Commits
Author SHA1 Message Date
Jee Jee Li 15859f2357 [[Misc]Upgrade bitsandbytes to the latest version 0.45.0 (#11201) 2024-12-15 03:03:06 +00:00
Isotr0py b98c62ba49 [Bugfix] Fix GGUF inference with FP16 unquantized checkpoint (#10675) 
Signed-off-by: Isotr0py <2037008807@qq.com>
 2024-11-27 10:43:17 -08:00
yansh97 cfb3bf25fb [bugfix] fix the default value of llm_int8_threshold in BitsAndBytesConfig (#10657) 2024-11-27 13:55:23 +08:00
Michael Goin 7576cd38df [Bugfix] Check bnb_4bit_quant_storage for bitsandbytes (#10642) 2024-11-26 12:29:00 -08:00
youkaichao 388ee3de66 [torch.compile] limit inductor threads and lazy import quant (#10482) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2024-11-20 18:36:33 -08:00
ElizaWszola b00b33d77e [Model][Quantization] HQQ support through Marlin kernel expansion (#9766) 
Signed-off-by: ElizaWszola <eliza@neuralmagic.com>
 2024-11-19 13:31:12 -08:00
Lucas Wilkinson 96d999fbe8 [Kernel] Initial Machete W4A8 support + Refactors (#9855) 
Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
 2024-11-18 12:59:29 -07:00
Angus Wang c2170a5b39 [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
Yan Ma 6b2d25efc7 [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
Luka GovedičandDaniël de Kok bf2ddc6610 [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>
 2024-11-15 09:35:11 +08:00
rasmith 127c07480e [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
Li, Jiang a4b3e0c1e9 [Hardware][CPU] Update torch 2.5 (#9911) 
Signed-off-by: jiang1.li <jiang1.li@intel.com>
 2024-11-07 04:43:08 +00:00
Michael Goin 4ab3256644 [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
Michael Goin 399c798608 Remove ScaledActivation for AWQ (#10057) 
Signed-off-by: mgoin <michael@neuralmagic.com>
 2024-11-06 14:27:06 +00:00
Jee Jee Li b9c64c0ca7 [Misc] Modify BNB parameter name (#9997) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2024-11-05 14:40:08 -05:00
Michael Goin 8f0a9ca890 [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
Pavani Majety 598b6d7b07 [Bugfix/Core] Flashinfer k_scale and v_scale (#9861) 2024-11-01 12:15:05 -07:00
Michael Goin 37a4947dcd [Bugfix] Fix layer skip logic with bitsandbytes (#9887) 
Signed-off-by: mgoin <michael@neuralmagic.com>
 2024-11-01 13:12:44 +08:00
Michael Goin 226688bd61 [Bugfix][VLM] Make apply_fp8_linear work with >2D input (#9812) 2024-10-29 19:49:44 -07:00
Isotr0py 09500f7dde [Model] Add BNB quantization support for Mllama (#9720) 2024-10-29 08:20:02 -04:00
youkaichao 32176fee73 [torch.compile] support moe models (#9632) 
Signed-off-by: youkaichao <youkaichao@gmail.com>
 2024-10-27 21:58:04 -07:00
wangshuai09 4e2d95e372 [Hardware][ROCM] using current_platform.is_rocm (#9642) 
Signed-off-by: wangshuai09 <391746016@qq.com>
 2024-10-28 04:07:00 +00:00
Michael Goin ca0d92227e [Bugfix] Fix compressed_tensors_moe bad config.strategy (#9677) 2024-10-25 12:40:33 -07:00
Cyrus LeungandIsotr0py c18e1a3418 [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
Dipika Sikka 48138a8415 [BugFix] Stop silent failures on compressed-tensors parsing (#9381) 2024-10-17 18:54:00 -07:00
Lucas Wilkinson e312e52b44 [Kernel] Add Exllama as a backend for compressed-tensors (#9395) 2024-10-17 09:48:26 -04:00
Michael GoinandDarkLight1337 22f8a69549 [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
Li, Jiang ca77dd7a44 [Hardware][CPU] Support AWQ for CPU backend (#7515) 2024-10-09 10:28:08 -06:00
chenqianfzh 2f4117c38e support bitsandbytes quantization with more models (#9148) 2024-10-08 19:52:19 -06:00
Isotr0py f19da64871 [Core] Refactor GGUF parameters packing and forwarding (#8859) 2024-10-07 10:01:46 +00:00
ElizaWszolaDipikaDipika Sikka
 		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
Cyrus LeungandRoger Wang e1a3f5e831 [CI/Build] Update models tests & examples (#8874) 
Co-authored-by: Roger Wang <ywang@roblox.com>
 2024-09-28 09:54:35 -07:00
Lucas Wilkinsonandmgoin c5d55356f9 [Bugfix] fix for deepseek w4a16 (#8906) 
Co-authored-by: mgoin <michael@neuralmagic.com>
 2024-09-27 13:12:34 -06:00
Luka Govedič 172d1cd276 [Kernel] AQ AZP 4/4: Integrate asymmetric quantization to linear method (#7271) 2024-09-27 14:25:10 -04:00
Michael Goin 873edda6cf [Misc] Support FP8 MoE for compressed-tensors (#8588) 2024-09-25 09:43:36 -07:00
bnellnm 300da09177 [Kernel] Fullgraph and opcheck tests (#8479) 2024-09-25 08:35:52 -06:00
Jee Jee Li 13f9f7a3d0 [[Misc]Upgrade bitsandbytes to the latest version 0.44.0 (#8768) 2024-09-24 17:08:55 -07:00
Lucas Wilkinson 72fc97a0f1 [Bugfix] Fix torch dynamo fixes caused by replace_parameters (#8748) 2024-09-24 14:33:21 -04:00
Lucas WilkinsonmgoinDivakar VermaTyler Michael Smith
 		86e9c8df29 [Kernel] (2/N) Machete - Integrate into CompressedTensorsWNA16 and GPTQMarlin (#7701) 
Co-authored-by: mgoin <michael@neuralmagic.com>
Co-authored-by: Divakar Verma <137818590+divakar-amd@users.noreply.github.com>
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
 2024-09-23 13:46:26 -04:00
rasmith ec4aaad812 [Kernel][Triton][AMD] Remove tl.atomic_add from awq_gemm_kernel, 2-5x speedup MI300, minor improvement for MI250 (#8646) 2024-09-21 09:20:54 +00:00
Gregory ShtrasbergAlexei-V-Ivanov-AMDMichael Goin
 		b3195bc9e4 [AMD][ROCm]Quantization methods on ROCm; Fix _scaled_mm call (#8380) 
Co-authored-by: Alexei-V-Ivanov-AMD <156011006+Alexei-V-Ivanov-AMD@users.noreply.github.com>
Co-authored-by: Michael Goin <michael@neuralmagic.com>
 2024-09-18 10:41:08 -07:00
Aaron PhamandCyrus Leung 9d104b5beb [CI/Build] Update Ruff version (#8469) 
Signed-off-by: Aaron Pham <contact@aarnphm.xyz>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
 2024-09-18 11:00:56 +00:00
Cyrus Leung 6ffa3f314c [CI/Build] Avoid CUDA initialization (#8534) 2024-09-18 10:38:11 +00:00
Luka Govedič 5d73ae49d6 [Kernel] AQ AZP 3/4: Asymmetric quantization kernels (#7270) 2024-09-16 11:52:40 -07:00
ElizaWszolaandDipika a091e2da3e [Kernel] Enable 8-bit weights in Fused Marlin MoE (#8032) 
Co-authored-by: Dipika <dipikasikka1@gmail.com>
 2024-09-16 09:47:19 -06:00
Isotr0py fc990f9795 [Bugfix][Kernel] Add IQ1_M quantization implementation to GGUF kernel (#8357) 2024-09-15 16:51:44 -06:00
Li, Jiang 0b952af458 [Hardware][Intel] Support compressed-tensor W8A8 for CPU backend (#7257) 2024-09-11 09:46:46 -07:00
Pavani Majety efcf946a15 [Hardware][NV] Add support for ModelOpt static scaling checkpoints. (#6112) 2024-09-11 00:38:40 -04:00
Dipika Sikka 6cd5e5b07e [Misc] Fused MoE Marlin support for GPTQ (#8217) 2024-09-09 23:02:52 -04:00
Kyle Sayers c7cb5c3335 [Misc] GPTQ Activation Ordering (#8135) 2024-09-09 16:27:26 -04:00