v0.5.0

What's Changed

• re-add vllm e2e test now that bug is fixed by @brian-dellabetta in #1162
• Fix Readme Imports by @kylesayrs in #1165
• Remove event_called by @kylesayrs in #1155
• Update: Test name by @rahul-tuli in #1172
• Remove lifecycle initialized_structure attribute by @kylesayrs in #1156
• [VLM] Qwen 2.5 VL by @kylesayrs in #1113
• Revert bump by @dsikka in #1178
• Remove CLI by @dsikka in #1144
• Add group act order case to lm_eval test by @dsikka in #1080
• Update e2e test timings ouputs by @dsikka in #1179
• [Oneshot Refactor] Main refactor by @horheynm in #1110
• [StageRunner Removal] Remove Evalulate / validate pathway by @horheynm in #1145
• [StageRemoval] Remove Predict pathway by @horheynm in #1146
• Fix 2of4 Apply Example by @dsikka in #1181
• Fix Sparse2of4 Example by @dsikka in #1182
• Add qwen moe w4a16 example by @mgoin in #1186
• [Callbacks] Consolidate Saving Methods by @kylesayrs in #1168
• lmeval tests multimodal by @brian-dellabetta in #1150
• [Dataset Performance] Add num workers on dataset processing - labels, tokenization by @horheynm in #1189
• Fix a minor typo by @eldarkurtic in #1191
• [Callbacks] Remove pre_initialize_structure by @kylesayrs in #1160
• Make transformers-tests job conditional on files changed by @dbarbuzzi in #1197
• Update finetune tests to decrease execution time by @dsikka in #1208
• Update transformers tests to speed-up execution by @dsikka in #1211
• Fix logging bug in oneshot.py by @aman2304 in #1213
• [Training] Decouple Argument parser by @horheynm in #1207
• Remove MonkeyPatch for GPUs by @dsikka in #1227
• [Cosmetic] Rename data_args to dataset_args by @horheynm in #1206
• [Training] Datasets - update Module by @horheynm in #1209
• [BugFix] Fix logging disabling bug and add tests by @aman2304 in #1218
• [Training] Unifying Preprocess + Postprocessing logic for Train/Oneshot by @horheynm in #1212
• [Docs] Add info on when to use which PTQ/Sparsification by @horheynm in #1157
• [Callbacks] Remove MagnitudePruningModifier.leave_enabled by @kylesayrs in #1198
• Replace Xenova model stub with nm-testing model stub by @kylesayrs in #1239
• Offload Cache Support torch.dtype by @kylesayrs in #1141
• Remove unused/duplicated/non-applicable utils from pytorch/utils/helpers by @kylesayrs in #1174
• [Bugfix] Staged 2of4 example by @kylesayrs in #1238
• wandb/tensorboard loggers set default init to False by @brian-dellabetta in #1235
• fixing reproducibility of lmeval tests by @brian-dellabetta in #1220
• [Audio] People's Speech dataset and tracer tool by @kylesayrs in #1086
• Use KV cache constant names provided by compressed tensors by @kylesayrs in #1200
• [Bugfix] Raise error for processor remote code by @kylesayrs in #1184
• Remove missing weights silencers in favor of HFQuantizer solution by @kylesayrs in #1017
• Fix run_compressed tests by @dsikka in #1246
• [Train] Training Pipeline by @horheynm in #1214
• [Tests] Increase maximum quantization error by @kylesayrs in #1245
• [Callbacks] Remove EventLifecycle and on_start event by @kylesayrs in #1170
• [Bugfix] Disable generation of deepseek models with transformers>=4.48 by @kylesayrs in #1259
• Remove clear_ml by @dsikka in #1261
• [Tests] Remove clear_ml test from GHA by @kylesayrs in #1265
• Remove click by @dsikka in #1262
• [Bugfix] Remove constant pruning from 2of4 examples by @kylesayrs in #1267
• Addback: ConstantPruningModifier for finetuning cases by @rahul-tuli in #1272
• Remove docker by @kylesayrs in #1255
• move failing mulitmodal lmeval tests to skipped folder by @brian-dellabetta in #1273
• Replace tj-action/changed-files by @dbarbuzzi in #1270
• [BugFix]: Sparse2of4 example sparsity-only case by @rahul-tuli in #1282
• Revert "update" by @dsikka in #1296
• Fix Multi-Context Manager Syntax for Python 3.9 Compatibility by @rahul-tuli in #1287
• Revert "Fix Multi-Context Manager Syntax for Python 3.9 Compatibility… by @dsikka in #1300
• [StageRunner] Stage Runner entrypoint and pipeline by @horheynm in #1202
• Bump: Min python version to 3.9 by @rahul-tuli in #1288
• Keep quantization enabled during calibration by @kylesayrs in #1299
• [BugFix] TRL distillation bug fix by @horheynm in #1278
• Update: Readme for fp8 support by @rahul-tuli in #1304
• [GPTQ] Add inversion fallback by @kylesayrs in #1283
• fix typo by @eldarkurtic in #1290
• [Tests] Fix oneshot + finetune test by passing splits to oneshot by @kylesayrs in #1316
• [Tests] Remove the compress entrypoint by @dsikka in #1317
• Fix Multi-Context Manager Syntax for Python 3.9 Compatibility by @rahul-tuli in #1313
• [BugFix] Directly Convert Modifiers to Recipe Instance by @rahul-tuli in #1271
• bump version, tag ct by @dsikka in #1318

New Contributors

• @aman2304 made their first contribution in #1213

Full Changelog: 0.4.1...0.5.0