v4.12.3 is a patch release. Key changes include:

• Add PushToHubCallback in main init;
• Supports huggingface_hub >= 0.1.0.

v4.12.2 is a patch release: fixes an issue with the image segmentation pipeline and pytorch's inference mode.

v4.12.1 is a patch release: enables torch 1.10.0

v4.12.0 is a minor release. Key changes include:

• Add TrOCR + VisionEncoderDecoderModel by @NielsRogge in https://github.com/huggingface/transformers/pull/13874;
• Add the SEW and SEW-D speech models by @anton-l in https://github.com/huggingface/transformers/pull/13962.

v4.11.3 is a patch release. Key changes include:

• [DPR] Correct init;
• Fix warning situation: UserWarning: max_length is ignored when padding=True".

v4.11.2 is a patch release: fix gather for tpu #13813

v4.11.1 is a patch release. Key changes include:

• [Wav2Vec2] Better error message;
• Fix LayoutLM ONNX test error.

v4.11.0 is a minor release. Key changes include:

• GPT-J-6B #13022 (@StellaAthena);
• Add SpeechEncoderDecoder & Speech2Text2 #13186 (@patrickvonplaten).

v4.10.3 is a patch release: patches an issue with the serialization of the trainingarguments

v4.10.2 is a patch release: [wav2vec2] fix dtype 64 bug #13517 (@patrickvonplaten)

v4.10.1 is a patch release. Key changes include:

• [Wav2Vec2] Fix normalization for non-padded tensors #13512 (@patrickvonplaten);
• Fixing backward compatiblity for non prefixed tokens (B-, I-). #13493 (@Narsil).

v4.10.0 is a minor release. Key changes include:

• Add LayoutLMv2 + LayoutXLM #12604 (@NielsRogge);
• Add BEiT #12994 (@NielsRogge).

v4.9.2 is a patch release. Key changes include:

• Tpu tie weights #13030 (@sgugger);
• ONNX fixes & examples: #13048, #13049, #13028, #13014, #12911, (@mfuntowicz, @michaelbenayoun, @LysandreJik).

v4.9.1 is a patch release. Key changes include:

• v4.9.1: Patch release;
• Fix barrier for SM distributed #12853 (@sgugger).

v4.9.0 is a minor release. Key changes include:

• Validating ONNX Model output "last_hidden_state":;
• Validating ONNX Model output "pooler_output":.

v4.8.2 is a patch release. Key changes include:

• Rename detr targets to labels #12280 (@NielsRogge);
• fix ids_to_tokens naming error in tokenizer of deberta v2 #12412 (@hjptriplebee).

v4.8.1 is a patch release. Key changes include:

• Fix default for TensorBoard folder;
• Ray Tune install #12338.

v4.8.0 is a minor release. Key changes include:

• push_to_hub_model_id to control the repo name;
• push_to_hub_organization to specify an organization.

v4.7.0 is a minor release. Key changes include:

• Add DETR #11653 (@NielsRogge);
• Improve DETR #12147 (@NielsRogge).

v4.6.1 is a patch release: fix regression in models for sequence classification used for regression tasks #11785 fix checkpoint deletion when load_bert_model_at_end = true #11748 fix eva…

v4.6.0 is a minor release. Key changes include:

• Add DeiT (PyTorch) #11056 (@NielsRogge);
• CLIP #11445 (@patil-suraj).

v4.5.1 is a patch release. Key changes include:

• Fix pipeline when used with private models;
• Fix loading an architecture in an other.

v4.5.0 is a minor release. Key changes include:

• BigBird #10183 (@vasudevgupta7);
• [BigBird] Fix big bird gpu test #10967 (@patrickvonplaten).

v4.4.2 is a patch release. Key changes include:

• Add support for detecting intel-tensorflow version;
• Fix distributed evaluation on SageMaker with distributed evaluation.

v4.4.0 is a minor release. Key changes include:

• Speech2TextTransformer #10175 (@patil-suraj);
• Add m2m100 #10236 (@patil-suraj).

v4.3.3 is a patch release: this patch fixes an issue with the conversion for convbert models: https://github.com/huggingface/transformers/pull/10314.

v4.3.2 is a patch release: this patch release fixes the rag model (#10094) and the detection of whether faiss is available (#10103)

v4.3.1 is a patch release: deprecate wav2vec2formaskedlm and add wav2vec2forctc #10089 (@patrickvonplaten)

v4.3.0 is a minor release. Key changes include:

• https://colab.research.google.com/drive/18Ms6WjyjpsL-73Y2Vpagh9WdJvVEIoQL?usp=sharing;
• Wav2Vec2 #9659 (@patrickvonplaten).

v4.3.0.rc1 is a unknown release. Key changes include:

• https://colab.research.google.com/drive/18Ms6WjyjpsL-73Y2Vpagh9WdJvVEIoQL?usp=sharing;
• Wav2Vec2 #9659 (@patrickvonplaten).

v4.12.3 is a patch release. Key changes include:

• Add PushToHubCallback in main init;
• Supports huggingface_hub >= 0.1.0.

v4.12.2 is a patch release: fixes an issue with the image segmentation pipeline and pytorch's inference mode.

v4.12.1 is a patch release: enables torch 1.10.0

v4.12.0 is a minor release. Key changes include:

• Add TrOCR + VisionEncoderDecoderModel by @NielsRogge in https://github.com/huggingface/transformers/pull/13874;
• Add the SEW and SEW-D speech models by @anton-l in https://github.com/huggingface/transformers/pull/13962.

v4.11.3 is a patch release. Key changes include:

• [DPR] Correct init;
• Fix warning situation: UserWarning: max_length is ignored when padding=True".

v4.11.2 is a patch release: fix gather for tpu #13813

v4.11.1 is a patch release. Key changes include:

• [Wav2Vec2] Better error message;
• Fix LayoutLM ONNX test error.

v4.11.0 is a minor release. Key changes include:

• GPT-J-6B #13022 (@StellaAthena);
• Add SpeechEncoderDecoder & Speech2Text2 #13186 (@patrickvonplaten).

v4.10.3 is a patch release: patches an issue with the serialization of the trainingarguments

v4.10.2 is a patch release: [wav2vec2] fix dtype 64 bug #13517 (@patrickvonplaten)

v4.10.1 is a patch release. Key changes include:

• [Wav2Vec2] Fix normalization for non-padded tensors #13512 (@patrickvonplaten);
• Fixing backward compatiblity for non prefixed tokens (B-, I-). #13493 (@Narsil).

v4.10.0 is a minor release. Key changes include:

• Add LayoutLMv2 + LayoutXLM #12604 (@NielsRogge);
• Add BEiT #12994 (@NielsRogge).

v4.9.2 is a patch release. Key changes include:

• Tpu tie weights #13030 (@sgugger);
• ONNX fixes & examples: #13048, #13049, #13028, #13014, #12911, (@mfuntowicz, @michaelbenayoun, @LysandreJik).

v4.9.1 is a patch release. Key changes include:

• v4.9.1: Patch release;
• Fix barrier for SM distributed #12853 (@sgugger).

v4.9.0 is a minor release. Key changes include:

• Validating ONNX Model output "last_hidden_state":;
• Validating ONNX Model output "pooler_output":.

v4.8.2 is a patch release. Key changes include:

• Rename detr targets to labels #12280 (@NielsRogge);
• fix ids_to_tokens naming error in tokenizer of deberta v2 #12412 (@hjptriplebee).

v4.8.1 is a patch release. Key changes include:

• Fix default for TensorBoard folder;
• Ray Tune install #12338.

v4.8.0 is a minor release. Key changes include:

• push_to_hub_model_id to control the repo name;
• push_to_hub_organization to specify an organization.

v4.7.0 is a minor release. Key changes include:

• Add DETR #11653 (@NielsRogge);
• Improve DETR #12147 (@NielsRogge).

v4.6.1 is a patch release: fix regression in models for sequence classification used for regression tasks #11785 fix checkpoint deletion when load_bert_model_at_end = true #11748 fix eva…

v4.6.0 is a minor release. Key changes include:

• Add DeiT (PyTorch) #11056 (@NielsRogge);
• CLIP #11445 (@patil-suraj).

v4.5.1 is a patch release. Key changes include:

• Fix pipeline when used with private models;
• Fix loading an architecture in an other.

v4.5.0 is a minor release. Key changes include:

• BigBird #10183 (@vasudevgupta7);
• [BigBird] Fix big bird gpu test #10967 (@patrickvonplaten).

v4.4.2 is a patch release. Key changes include:

• Add support for detecting intel-tensorflow version;
• Fix distributed evaluation on SageMaker with distributed evaluation.

v4.4.0 is a minor release. Key changes include:

• Speech2TextTransformer #10175 (@patil-suraj);
• Add m2m100 #10236 (@patil-suraj).

v4.3.3 is a patch release: this patch fixes an issue with the conversion for convbert models: https://github.com/huggingface/transformers/pull/10314.

v4.3.2 is a patch release: this patch release fixes the rag model (#10094) and the detection of whether faiss is available (#10103)

v4.3.1 is a patch release: deprecate wav2vec2formaskedlm and add wav2vec2forctc #10089 (@patrickvonplaten)

v4.3.0 is a minor release. Key changes include:

• https://colab.research.google.com/drive/18Ms6WjyjpsL-73Y2Vpagh9WdJvVEIoQL?usp=sharing;
• Wav2Vec2 #9659 (@patrickvonplaten).

v4.3.0.rc1 is a unknown release. Key changes include:

• https://colab.research.google.com/drive/18Ms6WjyjpsL-73Y2Vpagh9WdJvVEIoQL?usp=sharing;
• Wav2Vec2 #9659 (@patrickvonplaten).