Compressed Tensors v0.10.0

What's Changed

• Updates to build system by @dbarbuzzi in #304
• [Utils] add align_modules by @kylesayrs in #282
• Enable module state_dict compression, simplify compression logic by @kylesayrs in #302
• Fix _initialize_scale_zero_point initializing on the wrong device by @mgoin in #295
• Revert "Enable module state_dict compression, simplify compression lo… by @kylesayrs in #306
• [Bugfix] Fix shape calculation for group quantization by @kylesayrs in #308
• Enable module state_dict compression, simplify compression logic by @kylesayrs in #307
• Clarify decompression return type by @kylesayrs in #310
• Clarify match_param_name return type by @kylesayrs in #312
• [Compressor][NVFP4] Support FP4 Compression by @dsikka in #311
• [NVFP4] Update FloatArgs and NVFP4 by @dsikka in #313
• fix signatures on model_validator functions by @brian-dellabetta in #314
• [Performance] Add memory compression and decompression pathways by @kylesayrs in #301
• Model Compression: Set compression status by @kylesayrs in #318
• [NVFP4] Enable Fp4 Quantization; introduce / apply global_scales by @dsikka in #315
• [NVFP4] Skip fused global scale calculation if already fused by @dsikka in #322
• Update default observer to be MSE by @shanjiaz in #300
• [Misc] Generics typehinting for RegistryMixin by @kylesayrs in #320
• Revert "Update default observer to be MSE (#300)" by @dsikka in #323
• [NVFP4] Add tensor_group strategy; enable NVFP4 Activations by @dsikka in #317
• [Transforms] Transform Args, Scheme, and Config by @kylesayrs in #321
• [NVFP4] Expand dynamic types, clean-up conditions by @dsikka in #325
• Use different runner for UPLOAD job by @dbarbuzzi in #327
• [NVFP4] Use torch.compile when rounding to NVFP4 by @dsikka in #331
• [Tests] Update test_fp8_quant.py by @dsikka in #337
• [Tests] Fix test scale init for group quant by @dsikka in #338
• [Quantization] Update group quantization by @dsikka in #336
• [NVFP4] update global scale generation by @dsikka in #339
• [Transform] Accelerate Utilities by @kylesayrs in #328
• Model Compression: Delete offload by @kylesayrs in #319
• [Decompression] Keep unused parameters when decompressing from memory by @kylesayrs in #340
• [NVFP4] Small Nits by @dsikka in #341

New Contributors

• @shanjiaz made their first contribution in #300

Full Changelog: 0.9.4...0.10.0