v0.0.11: Improved documentation, hf_hub_download and Repository power-up

Improved documentation

The huggingface_hub documentation is now available on hf.co/docs! Additionally, a new step-by-step guide to adding libraries is available.

• New documentation for 🤗 Hub #71 (@osanseviero)
• Step by step guide on adding Model Hub support to libraries #86 (@LysandreJik)

New method: hf_hub_download

A new method is introduced: hf_hub_download. It is the equivalent of doing cached_download(hf_hub_url()), in a single method.

• HF Hub download #137 (@LysandreJik)

Repository power-up

The Repository class is updated to behave more similarly to git. It is now impossible to clone a repository in a folder that already contains files.

The PyTorch Mixin contributed by @vasudevgupta7 is slightly updated to have the push_to_hub method manage a repository as one would from the command line.

• Repository power-up #132 (@LysandreJik)

Improvement & Fixes

• Adding audio-to-audio task. #93 (@Narsil)
• When pipelines fail to load in framework code, for whatever reason #96 (@Narsil)
• Solve rmtree issue on windows #105 (@SBrandeis)
• Add identical_ok option to HfApi.upload_file method #102 (@SBrandeis)
• Solve compatibility issues when calling subprocess.run #104 (@SBrandeis)
• Open source Inference widgets + optimize for community contributions #87 (@julien-c)
• model tags can be undefined #107 (@Pierrci)
• Doc tweaks #109 (@julien-c)
• [huggingface_hub] Support for spaces #108 (@julien-c)
• speechbrain library tag + code snippet #73 (@osanseviero)
• Allow batching for feature-extraction #106 (@osanseviero)
• adding audio-to-audio widget. #95 (@Narsil)
• Add image to text (for image captioning) #114 (@osanseviero)
• Add formatting and upgrade Sentence Transformers api version for better error messages #119 (@osanseviero)
• Change videos in docs so they are played directly in our site #120 (@osanseviero)
• Fix inference API GitHub actions #125 (@osanseviero)
• Fixing sentence-transformers CACHE value for docker + functools (docker needs Py3.8) #123 (@Narsil)
• Load errors with flair should now be generating proper API errors. #121 (@Narsil)
• Simplify manage to autodetect task+framework if possible. #122 (@Narsil)
• Change sentence transformers source to original repo #128 (@osanseviero)
• Allow Python versions with letters in the minor version suffix #82 (@ulf1)
• Update upload_file docs #136 (@LysandreJik)
• Reformat repo README #130 (@osanseviero)
• Add config to model info #135 (@osanseviero)
• Add input validation for structured-data-classification #97 (@osanseviero)