Commit Graph

314 Commits

Author SHA1 Message Date
9aaf14c62e [misc] add forward context for attention (#9029) 2024-10-03 12:09:42 -07:00
f13a07b1f8 [Kernel][Model] Varlen prefill + Prefill chunking support for mamba kernels and Jamba model (#8533) 2024-09-29 17:35:58 -04:00
d081da0064 [Bugfix] Fix Marlin MoE act order when is_k_full == False (#8741)
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
2024-09-28 18:19:40 -07:00
a9b15c606f [torch.compile] use empty tensor instead of None for profiling (#8875) 2024-09-27 08:11:32 -07:00
300da09177 [Kernel] Fullgraph and opcheck tests (#8479) 2024-09-25 08:35:52 -06:00
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
9cc373f390 [Kernel][Amd] Add fp8 kv cache support for rocm custom paged attention (#8577) 2024-09-19 17:37:57 +00:00
db9120cded [Kernel] Change interface to Mamba selective_state_update for continuous batching (#8039) 2024-09-18 20:05:06 +00:00
6ffa3f314c [CI/Build] Avoid CUDA initialization (#8534) 2024-09-18 10:38:11 +00:00
8110e44529 [Kernel] Change interface to Mamba causal_conv1d_update for continuous batching (#8012) 2024-09-17 23:44:27 +00:00
546034b466 [refactor] remove triton based sampler (#8524) 2024-09-16 20:04:48 -07:00
5d73ae49d6 [Kernel] AQ AZP 3/4: Asymmetric quantization kernels (#7270) 2024-09-16 11:52:40 -07:00
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
fc990f9795 [Bugfix][Kernel] Add IQ1_M quantization implementation to GGUF kernel (#8357) 2024-09-15 16:51:44 -06:00
1ef0d2efd0 [Kernel][Hardware][Amd]Custom paged attention kernel for rocm (#8310) 2024-09-13 17:01:11 -07:00
a84e598e21 [CI/Build] Reorganize models tests (#7820) 2024-09-13 10:20:06 -07:00
73202dbe77 [Kernel][Misc] register ops to prevent graph breaks (#6917)
Co-authored-by: Sage Moore <sage@neuralmagic.com>
2024-09-11 12:52:19 -07:00
6cd5e5b07e [Misc] Fused MoE Marlin support for GPTQ (#8217) 2024-09-09 23:02:52 -04:00
e39ebf5cf5 [Core/Bugfix] Add query dtype as per FlashInfer API requirements. (#8173) 2024-09-05 05:12:26 +00:00
6b3421567d [Core][Kernels] Enable FP8 KV Cache with Flashinfer backend. + BugFix for kv_cache_dtype=auto (#7985)
Co-authored-by: Simon Mo <simon.mo@hey.com>
Co-authored-by: Cody Yu <hao.yu.cody@gmail.com>
2024-08-29 14:53:11 -04:00
ef99a78760 Revert "[Core][Kernels] Use FlashInfer backend for FP8 KV Cache when available." (#7982) 2024-08-28 21:27:06 -07:00
fdd9daafa3 [Kernel/Model] Migrate mamba_ssm and causal_conv1d kernels to vLLM (#7651) 2024-08-28 15:06:52 -07:00
e5697d161c [Kernel] [Triton] [AMD] Adding Triton implementations awq_dequantize and awq_gemm to support AWQ (#7386) 2024-08-28 15:37:47 -04:00
b98cc28f91 [Core][Kernels] Use FlashInfer backend for FP8 KV Cache when available. (#7798)
Co-authored-by: Simon Mo <simon.mo@hey.com>
2024-08-28 10:01:22 -07:00
53328d7536 [BUG] fix crash on flashinfer backend with cudagraph disabled, when attention group_size not in [1,2,4,8] (#7509) 2024-08-21 08:54:31 -07:00
5288c06aa0 [Kernel] (1/N) Machete - Hopper Optimized Mixed Precision Linear Kernel (#7174) 2024-08-20 07:09:33 -06:00
e837b624f2 [Feature][Hardware][Amd] Add fp8 Linear Layer for Rocm (#7210) 2024-08-16 10:06:30 -07:00
54bd9a03c4 register custom op for flash attn and use from torch.ops (#7536) 2024-08-15 22:38:56 -07:00
50b8d08dbd [Misc/Testing] Use torch.testing.assert_close (#7324) 2024-08-16 04:24:04 +00:00
a046f86397 [Core/Bugfix] Add FP8 K/V Scale and dtype conversion for prefix/prefill Triton Kernel (#7208)
Co-authored-by: Cody Yu <hao.yu.cody@gmail.com>
2024-08-12 22:47:41 +00:00
5fb4a3f678 [Bugfix][Kernel] Increased atol to fix failing tests (#7305) 2024-08-08 12:16:13 -04:00
fd95e026e0 [Core] Subclass ModelRunner to support cross-attention & encoder sequences (towards eventual encoder/decoder model support) (#4942)
Co-authored-by: Andrew Feldman <afeld2012@gmail.com>
Co-authored-by: Nick Hill <nickhill@us.ibm.com>
2024-08-06 16:51:47 -04:00
8d59dbb000 [Kernel] Add per-tensor and per-token AZP epilogues (#5941)
Co-authored-by: Tyler Michael Smith <tyler@neuralmagic.com>
2024-08-06 18:17:08 +00:00
a8d604ca2a [Misc] Disambiguate quantized types via a new ScalarType (#6396) 2024-08-02 13:51:58 -07:00
805a8a75f2 [Misc] Support attention logits soft-capping with flash-attn (#7022) 2024-08-01 13:14:37 -07:00
7ecee34321 [Kernel][RFC] Refactor the punica kernel based on Triton (#5036) 2024-07-31 17:12:24 -07:00
6512937de1 Support W4A8 quantization for vllm (#5218) 2024-07-31 07:55:21 -06:00
af647fb8b3 [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
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
766435e660 [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
75acdaa4b6 [Kernel] Increase precision of GPTQ/AWQ Marlin kernel (#6795) 2024-07-27 17:52:33 -04:00
Joe
14dbd5a767 [Model] H2O Danube3-4b (#6451) 2024-07-26 20:47:50 -07:00
0e63494cf3 Add fp8 support to reshape_and_cache_flash (#6667) 2024-07-24 18:36:52 +00:00
fea59c7712 [Bugfix][Kernel] Use int64_t for indices in fp8 quant kernels (#6649) 2024-07-22 14:08:30 -06:00
396d92d5e0 [Kernel][Core] Add AWQ support to the Marlin kernel (#6612) 2024-07-21 19:41:42 -04:00
2e26564259 [ 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
4cc24f01b1 [ Kernel ] Enable Dynamic Per Token fp8 (#6547) 2024-07-19 23:08:15 +00:00
b5241e41d9 [ Kernel ] FP8 Dynamic-Per-Token Quant Kernel (#6511)
Co-authored-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
2024-07-18 01:38:35 +00:00
978aed5300 [Kernel][Attention] Separate Attention.kv_scale into k_scale and v_scale (#6081) 2024-07-16 15:31:32 -07:00
b675069d74 [ Misc ] Refactor Marlin Python Utilities (#6082)
Co-authored-by: Robert Shaw <rshaw@neuralmagic.com>
2024-07-11 15:40:11 +00:00