v1.11.1: Patch release

• Fix compatibility with optimum by @echarlaix in b4663b4

Full Changelog: v1.11.0...v1.11.1

v1.11.0: MPT, TIMM models, VAE image processor

OpenVINO

• Fix SDXL model U-NET component static reshaping by @eaidova in #390
• Allow changing pkv precision by @AlexKoff88 in #393
• Removed pkv history from quantization statistics of decoders by @AlexKoff88 in #394
• Add audio tasks for OpenVINO inference by @helena-intel in #396
• Do not download ONNX model in SD pipeline if not needed by @eaidova in #402
• Enable loading of Text Inversion at runtime for OpenVINO SD pipelines by @sammysun0711 in #400
• Enable Timm models OpenVINO export and inference @sawradip in #404
• Fix OpenVINO Timm models loading by @echarlaix in #413
• Add VAE image processor by @echarlaix in #421
• Enable MPT OpenVINO export and inference by @echarlaix in #425

Neural Compressor

• Fixed ONNX export for neural-compressor>=2.2.2 by @PenghuiCheng in #409
• Enable ONNX export for INC PTQ model by @echarlaix in #373
• Fix INC CLI by @echarlaix in #426

Full Changelog: https://github.com/huggingface/optimum-intel/commits/v1.11.0

v1.10.1: Patch release

• Set minimum optimum version by @echarlaix in #382
• Fix compilation step so that it can be performed before inference by @echarlaix in #384

v1.10.0: Stable Diffusion XL pipelines

Stable Diffusion XL

Enable SD XL OpenVINO export and inference for text-to-image and image-to-image tasks by @echarlaix in #377

from optimum.intel import OVStableDiffusionXLPipeline

model_id = "stabilityai/stable-diffusion-xl-base-0.9"
pipeline = OVStableDiffusionXLPipeline.from_pretrained(model_id, export=True)

prompt = "sailing ship in storm by Leonardo da Vinci"
image = pipeline(prompt).images[0]
pipeline.save_pretrained("openvino-sd-xl-base-0.9")

More examples in documentation

Full Changelog: v1.9.0...v1.10.0

v1.9.4: Patch release

• Fix OVDataLoader for NNCF quantization aware training for transformers > v4.31.0 by @echarlaix in #376

Full Changelog: v1.9.3...v1.9.4

v1.9.3: Patch release

• Improved performance of decoders by @AlexKoff88 #354
• Fix openvino model integration compatibility for optimum > v1.9.0 by @echarlaix in #365

Full Changelog: v1.9.2...v1.9.3

v1.9.2: Patch release

• Fix INC distillation to be compatible with neural-compressor v2.2.0 breaking changes by @echarlaix in #338

v1.9.1: Patch release

• Fix inference for OpenVINO export for causal language models by @echarlaix in #351

v1.9.0: OpenVINO models improvements, TorchScript export, INC quantized SD pipeline

OpenVINO and NNCF

• Ensure compatibility for OpenVINO v2023.0 by @jiwaszki in #265
• Add Stable Diffusion quantization example by @AlexKoff88 in #294 #304 #326
• Enable decoder quantized models export to leverage cache by @echarlaix in #303
• Set height and width during inference for static models Stable Diffusion models by @echarlaix in #308
• Set batch size to 1 by default for Wav2Vec2 for NNCF compatibility v2.5.0 @ljaljushkin in #312
• Ensure compatibility for NNCF v2.5 by @ljaljushkin in #314
• Fix OVModel for BLOOM architecture by @echarlaix in #340
• Add SD OV model height and width attribute and fix export for torch>=v2.0.0 by @eaidova in #342

Intel Neural Compressor

• Add TSModelForCausalLM to enable TorchScript export, loading and inference for causal lm models by @echarlaix in #283
• Remove INC deprecated classes by @echarlaix in #293
• Enable IPEX model inference for text generation task by @jiqing-feng in #227 #300
• Add INCStableDiffusionPipeline to enable INC quantized Stable Diffusion model loading by @echarlaix in #305
• Enable the possibility to provide a quantization function and not a calibration dataset during INC static PTQ by @PenghuiCheng in #309
• Fix INCSeq2SeqTrainer evaluation step by @AbhishekSalian in #335
• Fix INCSeq2SeqTrainer padding step by @echarlaix in #336

Full Changelog: https://github.com/huggingface/optimum-intel/commits/v1.9.0

v1.8.1: Patch release

• Fix OpenVINO Trainer for transformers >= v4.29.0 by @echarlaix in #328

Full Changelog: v1.8.0...v1.8.1