Highlight

• Add Wenet model #35
• Add code generation and code translation from ZHIPU #33
• Hub support retry and continue-download after error
• Add five finetune tasks for ofa
• Add damoyolo-t and damoyolo-m
• Add dpm-solver for diffusion models
• Add image depth estimation pipeline
• Add en-zh en-es es-en base translation models
• Add GPT-3 tensor parallel finetuning

Feature

• Add five finetune tasks for ofa
• Add synonym for table question answering
• Add jupyter lab plugin in docker
• Add language_guided_video_summarization pipeline
• Add nlp/addr/structure and update token classificaiton related method
• Add damoyolo-t and damoyolo-m
• Add Wenet model #35
• Add code generation and code translation from ZHIPU #33
• Add camouflaged-detection
• Support batch inference in pipeline for some models
• Add table recognition task
• Add dpm-solver for diffusion models
• Ofa add asr task
• Add features for alimeeting competition dataset
• Add funasr based asr inference
• Add extractive-summarization and topic-segmentation
• Add image depth estimation pipeline
• Add en-zh en-es es-en base translation models
• Add gpt-moe model and pipeline
• Action-detection model predownload video before inference
• Add finetune for cv/language_guided_video_summarization
• Add plug finetune and pretrained model
• Support license plate detection
• Add nextvit-small_image-classification_Dailylife-labels model
• Add support for UniTE
• Add video human matting task
• Add LSTMCRFForWordSegmentation
• Add face mask model
• support new asr paraformer and conformer model
• Add GPT-3 tensor parallel finetuning
• Update image-portait-enhancement trainer
• Add FairFace face attribute model
• Add facial landmark confidence model

Improvements

• Hub support retry and continue-download after error
• Refactor NLP and fix some user feedbacks
• Speed up the ast indexing during editing
• Add tensorboard hook for visualization
• reduce the GPU usage of dialog trianer
• substitute face detection model in skin_retouching_pipeline.py
• update git-lfs install instruction

BugFix

• fix output video path when person detect failed For 3d_body_keypoints
• Fix lazy importing problem in text classification pipeline
• Fix bug for distributed inference of gpt3
• Fix bug for mplug evaluation
• token preprocess bug fix
• fix file encoding problem in windows
• fix deadlock when setting the thread number up to 90 for kws model
• fix bug in token classification postprecessor
• fix: torch.concat compatibility with torch1.8
• fix log print and extensions issue for datasets==2.5.2
• fix interpolate value error for vitadapter semantic segmentation
• nlp csanmt translation fix finetuning bug
• Fix a bug that the logging file cannot save the correct lr, which is zero instead
• fix bug of tableQA on gpu
• Fix bug for text generation task model
• fix download file timeout too short