44 Commits
Author SHA1 Message Date
Kyle SayersandMisha Goin 76d517fd12 [Quantization] Support kimi-k3 routed expert quant (#57430)
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
Co-authored-by: Misha Goin <mgoin64@gmail.com>
2026-09-18 08:03:59 -06:00
Kyle Sayers d87d2ca747 [Compressed-Tensors] Support Kimi-K3 quantized models (#50500)
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
2026-07-31 17:06:30 +00:00
30c2718eaa [CompressedTensors] FP4 Qutlass Integration (#43229)
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
Signed-off-by: Brian Dellabetta <bdellabe@redhat.com>
Signed-off-by: Brian Dellabetta <brian-dellabetta@users.noreply.github.com>
Co-authored-by: Brian Dellabetta <bdellabe@redhat.com>
Co-authored-by: Brian Dellabetta <brian-dellabetta@users.noreply.github.com>
Co-authored-by: Dipika Sikka <dipikasikka1@gmail.com>
2026-07-28 20:34:20 -06:00
Kyle SayersandClaude Sonnet 4.6 7bdf8cc37c [Bugfix] Fix humming kernel crash when layer.has_bias is None (#48769)
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
Co-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>
2026-07-23 20:07:45 -07:00
Kyle Sayers bf27e34ebb [CompressedTensors] DeepSeek4 CT Quantization Support (#41276)
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
2026-07-23 20:07:31 -07:00
Kyle Sayers 445321fab4 [Bugfix] [Quantization] Fix loading for CT DSV2 (#47780) 2026-07-07 02:28:00 +00:00
Kyle Sayers c1819ca283 [Compressed Tensors] Allow configs with non-explicit ignores (#41965)
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
2026-05-07 14:03:45 -07:00
Kyle SayersandFlora Feng 916e56c05c [QeRL] Add warnings for extra memory buffering (#40309)
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
Co-authored-by: Flora Feng <4florafeng@gmail.com>
2026-04-28 21:06:54 -07:00
Kyle SayersandFlora Feng a085b5257d [Docs] [QeRL] Layerwise Reloading Documentation (#40317)
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
Co-authored-by: Flora Feng <4florafeng@gmail.com>
2026-04-28 21:06:38 -07:00
Kyle Sayers 5869f69c5f [Online Quant] [QeRL] Minor code cleanup (#38574)
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
2026-03-31 14:56:43 +00:00
Kyle Sayers d28d86e8a3 [QeRL] Fix online quantized reloading (#38442)
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
2026-03-29 14:56:41 -06:00
Kyle Sayers 648edcf729 [QeRL] Compose online quantization with quantized reloading (#38032)
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
2026-03-27 13:22:33 -07:00
Kyle Sayers 38364a7e32 [Sparse24] [Deprecation] Remove Sparse24 CT integration and kernels (#36799)
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
2026-03-23 16:03:29 -04:00
Kyle Sayers 64ac1395e8 [Docs] Clean up speculators docs (#34065)
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
2026-02-18 13:48:11 -08:00
Kyle SayersandMichael Goin e9cd691132 [Bugfix] Fix Sparse24 Compressed Tensors models (#33446)
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
2026-02-11 23:15:16 -08:00
Kyle Sayers f857a03f6b [QeRL] Layerwise Reloading (#32133)
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
2026-01-30 08:50:05 -07:00
Kyle Sayers fccd532587 [Quantization] FP8 Weight Reloading for Quantized RL Rollout (#28480)
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
2025-12-09 13:54:32 -08:00
Kyle SayersandMichael Goin a5464dcf92 [Compressed Tensors] Always clone output for compile robustness (#26849)
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
2025-10-16 19:29:59 +00:00
Kyle Sayers de94289a98 [Core] Support weight_loader_v2 for UnquantizedLinearMethod (#23036)
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
2025-09-23 18:30:26 -06:00
Kyle Sayers a0b26701c9 [Transform] Deterministic Hadacore Transforms (#24106)
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
2025-09-15 12:59:31 -06:00
Kyle Sayers 1c41310584 [Bugfix] Fix transform_config parsing in Compressed Tensors (#23945)
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
2025-09-02 13:54:10 -04:00
Kyle Sayers 22feac8e95 [Transform] [Quantization] Add transforms to compressed tensors (#22486) 2025-08-28 02:43:48 -04:00
c32e6ad1f6 [Quantization] Bump Compressed Tensors Version (#23202)
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
Co-authored-by: Dipika Sikka <dipikasikka1@gmail.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
2025-08-20 00:39:28 +00:00
Kyle Sayers 0f46a780d4 [Model] [Quantization] Support quantization for Gemma3n (#21974)
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
2025-07-31 22:45:15 -07:00
Kyle Sayers 9025a9a705 [Quant] [Bugfix] Fix quantization config matching with hf_to_vllm_mapper (#20046) 2025-07-01 19:20:34 +09:00
Kyle Sayers d8cf819a9a [Core] [Bugfix] [Multimodal] Fix multimodal profiling and generation for SFT/PTQed models (#20058)
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
2025-06-30 17:26:49 +00:00
Kyle Sayers ebb2f383b8 [Quantization] Bump compressed-tensors version (#19295)
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
2025-06-09 14:33:15 -07:00
Kyle Sayers 82e7e19a6e [SupportsQuant] Chameleon, Chatglm, Commandr (#15952)
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
2025-04-03 08:25:22 -07:00
Kyle Sayers 421c462948 [SupportsQuant] Bert, Blip, Blip2, Bloom (#15573)
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
2025-04-03 08:23:19 -07:00
Kyle Sayers d30aa7e9e6 [Bugfix] Limit profiling run sequence length by max_model_len (#14785)
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
2025-03-16 07:44:19 -07:00
Kyle Sayers 5d043c1685 [Quant] Bamba SupportsQuant (#14698)
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
2025-03-13 04:57:05 +00:00
Kyle Sayers 36d1ccb286 [Quant] BartModel SupportsQuant (#14699)
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
2025-03-13 04:55:59 +00:00
Kyle Sayers d5ca2110f1 [Quant] BaiChuan SupportsQuant (#13710) 2025-02-22 19:21:15 -08:00
Kyle Sayers d1b649f1ef [Quant] Aria SupportsQuant (#13416) 2025-02-17 21:51:09 -08:00
Kyle Sayers 00294e1bc6 [Quant] Arctic SupportsQuant (#13366) 2025-02-17 21:35:09 -08:00
Kyle Sayers 88787bce1d [Quant] Molmo SupportsQuant (#13336) 2025-02-17 21:34:47 -08:00
Kyle Sayers 12913d17ba [Quant] Add SupportsQuant to phi3 and clip (#13104) 2025-02-15 19:28:33 -08:00
Kyle Sayersandmgoin 7ff7a638b6 [Model][Quant] Fix GLM, Fix fused module mappings for quantization (#12634)
Signed-off-by: mgoin <michael@neuralmagic.com>
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
Co-authored-by: mgoin <michael@neuralmagic.com>
2025-02-05 05:32:06 +00:00
Kyle Sayers 4896d0c2dd [Quant] Fix use_mla TypeError and support loading pure-sparsity Compressed Tensors configs (#12711) 2025-02-03 23:27:11 -08:00
Kyle Sayers 6dd5e52823 Squelch MLA warning for Compressed-Tensors Models (#12704)
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
2025-02-03 13:29:56 -08:00
Kyle Sayers 3f9b7ab9f5 [Doc] Update examples to remove SparseAutoModelForCausalLM (#12062)
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
2025-01-15 06:36:01 +00:00
Kyle Sayers c7cb5c3335 [Misc] GPTQ Activation Ordering (#8135) 2024-09-09 16:27:26 -04:00
Kyle Sayers f55a9aea45 [Misc] Revert compressed-tensors code reuse (#7521) 2024-08-14 15:07:37 -07:00
Kyle Sayers 373538f973 [Misc] compressed-tensors code reuse (#7277) 2024-08-13 19:05:15 -04:00