🚀 New Features & Enhancements
- Add quantization for text2text-generation models by @nikita-savelyevv in #1359
- Add OpenVINO support for Mamba and Falcon-mamba by @rkazants in #1360
- Add quantization for SegmentAnything model by @nikita-savelyevv in #1384
- Add support for cb4_f8e4m3 quantization mode by @nikita-savelyevv in #1378
- Add quantization statistics path argument by @nikita-savelyevv in #1392
- Add Transformers 4.53 support by @IlyasMoutawwakil in #1377
New Contributors
What's Changed
- Add OpenVINO weight compression tests for llama4 by @nikita-savelyevv in #1369
- Fix IPEX model loading for sentence-transformers v5 by @echarlaix in #1370
- Update OpenVINO documentation with newly supported tasks by @rkazants in #1371
- [Docs] Optimization table on click feedback logic by @nikita-savelyevv in #1372
- Fix attr name typo in model_configs for llava-next compatibility with transformers 4.51.3 by @mitruska in #1375
- [OV] Add quantization for text2text-generation models by @nikita-savelyevv in #1359
- free up disk for slow/full ci by @IlyasMoutawwakil in #1376
- Original model types by @IlyasMoutawwakil in #1329
- Add openvino VLM quantization notebook by @echarlaix in #1382
- Remove notebook redundant quantization configs by @echarlaix in #1383
- [OV] Prepare quantization dataset collection logic to transition to datasets v4.0 by @nikita-savelyevv in #1381
- [OpenVINO] Add support for Mamba and Falcon-mamba by @rkazants in #1360
- Improve VLM quantization notebook structure by @ezelanza in #1385
- [OV] Add quantization for SegmentAnything model by @nikita-savelyevv in #1384
- [OV] Update the reference number of int8 nodes for SANA model by @nikita-savelyevv in #1386
- Add notebook quantization config paragraph by @echarlaix in #1390
- [TTS] Fix second generation for Speech T5 TSS by @rkazants in #1389
- fix auto_model_class for OVModelForVisualCausalLM by @echarlaix in #1391
- Add support for cb4_f8e4m3 quantization mode. by @nikita-savelyevv in #1378
- Add quantization statistics path argument by @nikita-savelyevv in #1392
- Transformers 4.53 support by @IlyasMoutawwakil in #1377
Compatible with transformers>=4.36,<=4.53
Full Changelog: v1.24.0...v1.25.0