Commit Graph
300 Commits
Author SHA1 Message Date
Dipika Sikka 5c6c54d67a [Bugfix] Fix PerTensorScaleParameter weight loading for fused models (#7376) 2024-08-09 21:23:46 +00:00
William Lin 57b7be0e1c [Speculative decoding] [Multi-Step] decouple should_modify_greedy_probs_inplace (#6971) 2024-08-09 05:42:45 +00:00
Travis Johnson 99b4cf5f23 [Bugfix] Fix speculative decoding with MLPSpeculator with padded vocabulary (#7218)
Signed-off-by: Travis Johnson <tsjohnso@us.ibm.com>
2024-08-08 22:08:46 -07:00
Siyuan Liu 0fa14907da [TPU] Add Load-time W8A16 quantization for TPU Backend (#7005) 2024-08-08 18:35:49 -07:00
Lucas Wilkinson 311f743831 [Bugfix] Fix gptq failure on T4s (#7264) 2024-08-07 20:05:37 +00:00
Michael Goin 5223199e03 [Bugfix][FP8] Fix dynamic FP8 Marlin quantization (#7219) 2024-08-07 11:23:12 -07:00
Dipika Sikka 0f7052bc7e [Misc] Refactor linear layer weight loading; introduce BasevLLMParameter and weight_loader_v2 (#5874) 2024-08-07 09:17:58 -07:00
Michael Goin f9a5600649 [Bugfix] Fix GPTQ and GPTQ Marlin CPU Offloading (#7225) 2024-08-06 18:34:26 -07:00
Lily Liu 5c60c8c423 [SpecDecode] [Minor] Fix spec decode sampler tests (#7183) 2024-08-06 10:40:32 -07:00
Isotr0pyandMichael Goin 360bd67cf0 [Core] Support loading GGUF model (#5191)
Co-authored-by: Michael Goin <michael@neuralmagic.com>
2024-08-05 17:54:23 -06:00
Lucas Wilkinson a8d604ca2a [Misc] Disambiguate quantized types via a new ScalarType (#6396) 2024-08-02 13:51:58 -07:00
Sage MooreandMichael Goin 7e0861bd0b [CI/Build] Update PyTorch to 2.4.0 (#6951)
Co-authored-by: Michael Goin <michael@neuralmagic.com>
2024-08-01 11:11:24 -07:00
HandH1998 6512937de1 Support W4A8 quantization for vllm (#5218) 2024-07-31 07:55:21 -06:00
Tyler Michael Smith d7a299edaa [Kernel] Remove scaled_fp8_quant kernel padding footgun (#6842) 2024-07-30 16:37:01 -04:00
Nick Hill 5cf9254a9c [BugFix] Fix use of per-request seed with pipeline parallel (#6698) 2024-07-30 10:40:08 -07:00
Thomas Parnell 9a7e2d0534 [Bugfix] Allow vllm to still work if triton is not installed. (#6786)
Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
2024-07-29 14:51:27 -07:00
Peng Guanwen db9e5708a9 [Core] Reduce unnecessary compute when logprobs=None (#6532) 2024-07-29 16:47:31 +00:00
Elsa Granger 3eeb148f46 [Misc] Pass cutlass_fp8_supported correctly in fbgemm_fp8 (#6871) 2024-07-28 11:13:49 -04:00
Alexander Matveev 75acdaa4b6 [Kernel] Increase precision of GPTQ/AWQ Marlin kernel (#6795) 2024-07-27 17:52:33 -04:00
Woosuk Kwon d09b94ca58 [TPU] Support collective communications in XLA devices (#6813) 2024-07-27 01:45:57 +00:00
Michael Goin 281977bd6e [Doc] Add Nemotron to supported model docs (#6843) 2024-07-26 17:32:44 -04:00
Michael Goin 07278c37dd [Model] Support Nemotron models (Nemotron-3, Nemotron-4, Minitron) (#6611) 2024-07-26 14:33:42 -04:00
Peng Guanwen 89a84b0bb7 [Core] Use array to speedup padding (#6779) 2024-07-25 21:31:31 -07:00
QQSong 062a1d0fab Fix ReplicatedLinear weight loading (#6793) 2024-07-25 19:24:58 -07:00
Lucas Wilkinson cd7edc4e87 [Bugfix] Fix empty (nullptr) channelwise scales when loading wNa16 using compressed tensors (#6798) 2024-07-25 15:05:09 -07:00
Michael Goin 65b1f121c8 [Bugfix] Fix kv_cache_dtype=fp8 without scales for FP8 checkpoints (#6761) 2024-07-25 09:46:15 -07:00
Robert Shawandmgoin 889da130e7 [ Misc ] fp8-marlin channelwise via compressed-tensors (#6524)
Co-authored-by: mgoin <michael@neuralmagic.com>
2024-07-25 09:46:04 -07:00
Alexander Matveev 0310029a2f [Bugfix] Fix awq_marlin and gptq_marlin flags (#6745) 2024-07-24 22:34:11 -07:00
dongmao zhangandMichael Goin 87525fab92 [bitsandbytes]: support read bnb pre-quantized model (#5753)
Co-authored-by: Michael Goin <michael@neuralmagic.com>
2024-07-23 23:45:09 +00:00
Michael Goin 0eb0757bef [Misc] Add ignored layers for fp8 quantization (#6657) 2024-07-23 14:04:04 -04:00
Woosuk Kwon a112a84aad [BugFix] Fix RoPE error in Llama 3.1 (#6693) 2024-07-23 09:46:05 -07:00
Michael Goin 9e0b558a09 [Misc] Support FP8 kv cache scales from compressed-tensors (#6528) 2024-07-23 04:11:50 +00:00
Cheng Li c5e8330997 [Bugfix] Fix null modules_to_not_convert in FBGEMM Fp8 quantization (#6665) 2024-07-22 19:25:05 -07:00
Alexander Matveev 396d92d5e0 [Kernel][Core] Add AWQ support to the Marlin kernel (#6612) 2024-07-21 19:41:42 -04:00
Robert Shaw 082ecd80d5 [ Bugfix ] Fix AutoFP8 fp8 marlin (#6609) 2024-07-20 17:25:56 -06:00
Michael Goin f952bbc8ff [Misc] Fix input_scale typing in w8a8_utils.py (#6579) 2024-07-20 23:11:13 +00:00
Robert Shaw 9364f74eee [ Kernel ] Enable fp8-marlin for fbgemm-fp8 models (#6606) 2024-07-20 18:50:10 +00:00
Robert Shaw 683e3cb9c4 [ Misc ] fbgemm checkpoints (#6559) 2024-07-20 09:36:57 -07:00
Robert Shaw 4cc24f01b1 [ Kernel ] Enable Dynamic Per Token fp8 (#6547) 2024-07-19 23:08:15 +00:00
Thomas Parnell a5314e8698 [Model] RowParallelLinear: pass bias to quant_method.apply (#6327)
Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
2024-07-19 07:15:22 -06:00
Robert Shaw dbe5588554 [ Misc ] non-uniform quantization via compressed-tensors for Llama (#6515) 2024-07-18 22:39:18 -04:00
Thomas ParnellandNick Hill d4201e06d5 [Bugfix] Make spec. decode respect per-request seed. (#6034)
Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
Co-authored-by: Nick Hill <nickhill@us.ibm.com>
2024-07-18 19:22:08 -07:00
Simon Mo c5df56f88b Add support for a rope extension method (#6553) 2024-07-19 01:53:03 +00:00
Tyler Michael Smith 4ffffccb7e [Kernel] Implement fallback for FP8 channelwise using torch._scaled_mm (#6552) 2024-07-18 23:52:22 +00:00
Robert Shaw 58ca663224 [ Misc ] Improve Min Capability Checking in compressed-tensors (#6522) 2024-07-18 14:39:12 +00:00
Robert Shaw 18fecc3559 [ Kernel ] Fp8 Channelwise Weight Support (#6487) 2024-07-18 03:18:13 +00:00
Alexander Matveev e76466dde2 [Core] draft_model_runner: Implement prepare_inputs on GPU for advance_step (#6338) 2024-07-17 14:30:28 -07:00
Michael Goin 978aed5300 [Kernel][Attention] Separate Attention.kv_scale into k_scale and v_scale (#6081) 2024-07-16 15:31:32 -07:00
Woosuk Kwon c467dff24f [Hardware][TPU] Support MoE with Pallas GMM kernel (#6457) 2024-07-16 09:56:28 -07:00
Woosuk Kwon ec9933f4a5 [Misc] Add CustomOp Interface to UnquantizedFusedMoEMethod (#6289) 2024-07-15 19:02:14 +00:00