v4.53.2-Ernie-4.5-preview is a pre-release release. Key changes include:

• Two new models are added to transformers: Ernie 4.5, and its MoE variant, Ernie 4.5 MoE.;
• In order to install this version, please install with the following command:.

v4.53.3 is a patch release. Key changes include:

• Small path release 4.53.3!;
• ** refactor: remove set_tracer_provider and set_meter_provider calls (https://github.com/huggingface/transformers/pull/39422) from @McPatate.

v4.53.2-modernbert-decoder-preview is a pre-release release. Key changes include:

• A new model is added to transformers: ModernBERT Decoder It is added on top of the v4.53.2 release, and can be installed from the following tag: v4.53.2-modern…;
• In order to install this version, please install with the following command:.

v4.53.2 is a patch release. Key changes include:

• Fix some bug for finetune and batch infer For GLM-4.1V;
• [bugfix] fix flash attention 2 unavailable error on Ascend NPU.

v4.53.1 is a patch release. Key changes include:

• Fix: unprotected import of tp plugin;
• Fix key mapping for VLMs.

v4.53.0 is a minor release. Key changes include:

• Add Dia model by @buttercrab in #38405;
• kyutai/stt-1b-en_fr: a 1B-parameter model capable of transcribing both English and French.

v4.52.4-Kyutai-STT-preview is a pre-release release. Key changes include:

• kyutai/stt-1b-en_fr: a 1B-parameter model capable of transcribing both English and French;
• kyutai/stt-2.6b-en: a 2.6B-parameter model focused solely on English, optimized for maximum transcription accuracy.

v4.52.4-VJEPA-2-preview is a pre-release release. Key changes include:

• A new model is added to transformers: V-JEPA 2 It is added on top of the v4.52.4 release, and can be installed from the following tag: v4.52.4-VJEPA-2-preview.;
• In order to install this version, please install with the following command:.

v4.52.4-ColQwen2-preview is a pre-release release. Key changes include:

• A new model is added to transformers: ColQwen2 It is added on top of the v4.52.4 release, and can be installed from the following tag: v4.52.4-ColQwen2-preview.;
• In order to install this version, please install with the following command:.

v4.52.4 is a patch release. Key changes include:

• [qwen-vl] Look for vocab size in text config;
• Fix convert to original state dict for VLMs.

v4.52.3 is a patch release. Key changes include:

• Fix tp error when torch distributed is already initialized (#38294) by @SunMarc;
• Protect ParallelInterface (#38262) by @ArthurZucker and @LysandreJik.

v4.52.2 is a patch release. Key changes include:

• Clearer error on import failure (#38257) by @LysandreJik;
• Verified tp plan should not be NONE (#38255) by @NouamaneTazi and @ArthurZucker.

v4.52.1 is a patch release. Key changes include:

• SAM-HQ produces higher quality masks than the original SAM model, particularly for objects with intricate structures and fine details;
• The model predicts binary masks with more accurate boundaries and better handling of thin structures.

v4.51.3-CSM-preview is a pre-release release. Key changes include:

• A new model is added to transformers: CSM It is added on top of the v4.51.3 release, and can be installed from the following tag: v4.51.3-CSM-preview.;
• In order to install this version, please install with the following command:.

v4.51.3-GraniteMoeHybrid-preview is a pre-release release. Key changes include:

• A new model is added to transformers: GraniteMoeHybrid It is added on top of the v4.51.3 release, and can be installed from the following tag: v4.51.3-GraniteM…;
• In order to install this version, please install with the following command:.

v4.51.3-D-FINE-preview is a pre-release release. Key changes include:

• A new model is added to transformers: D-FINE It is added on top of the v4.51.3 release, and can be installed from the following tag: v4.51.3-D-FINE-preview.;
• In order to install this version, please install with the following command:.

v4.51.3-SAM-HQ-preview is a pre-release release. Key changes include:

• SAM-HQ produces higher quality masks than the original SAM model, particularly for objects with intricate structures and fine details;
• The model predicts binary masks with more accurate boundaries and better handling of thin structures.

v4.51.3-BitNet-preview is a pre-release release. Key changes include:

• A new model is added to transformers: BitNet It is added on top of the v4.51.3 release, and can be installed from the following tag: v4.51.3-BitNet-preview.;
• In order to install this version, please install with the following command:.

v4.51.3-LlamaGuard-preview is a pre-release release. Key changes include:

• A new model is added to transformers: LlamaGuard It is added on top of the v4.51.3 release, and can be installed from the following tag: v4.51.3-LlamaGuard-pre…;
• In order to install this version, please install with the following command:.

v4.51.3-Qwen2.5-Omni-preview is a pre-release release. Key changes include:

• A new model is added to transformers: Qwen2.5-Omni.;
• In order to install this version, please install with the following command:.

v4.51.3-InternVL-preview is a pre-release release. Key changes include:

• A new model is added to transformers: InternVL (2.5 & 3) It is added on top of the v4.51.3 release, and can be installed from the following tag: v4.51.3-Intern…;
• In order to install this version, please install with the following command:.

v4.51.3-Janus-preview is a pre-release release. Key changes include:

• A new model is added to transformers: Janus It is added on top of the v4.51.3 release, and can be installed from the following tag: v4.51.3-Janus-preview.;
• In order to install this version, please install with the following command:.

v4.51.3-TimesFM-preview is a pre-release release. Key changes include:

• A new model is added to transformers: TimesFM It is added on top of the v4.51.3 release, and can be installed from the following tag: v4.51.3-TimesFM-preview.;
• In order to install this version, please install with the following command:.

v4.51.3-MLCD-preview is a pre-release release. Key changes include:

• A new model is added to transformers: MLCD It is added on top of the v4.51.3 release, and can be installed from the following tag: v4.51.3-MLCD-preview.;
• In order to install this version, please install with the following command:.

v4.51.3 is a patch release. Key changes include:

• Handle torch ver in flexattn;
• handle torch version edge cases.

v4.51.2 is a patch release. Key changes include:

• Fix Llama4 offset (#37414) by @Cyrilvallez;
• Attention Quantization with FBGemm & TP (#37384) by @MekkCyber.

v4.51.1 is a patch release. Key changes include:

• Fixing flex attention for torch=2.6.0;
• more fixes for post-training llama4.

v4.51.0 is a minor release. Key changes include:

• The highly capable Llama 4 Maverick with 17B active parameters out of ~400B total, with 128 experts.;
• The efficient Llama 4 Scout also has 17B active parameters out of ~109B total, using just 16 experts..

v4.50.3-DeepSeek-3 is a pre-release release. Key changes include:

• current implementation uses the "naive" attention compution (so not really MLA);
• current implementation loops through the experts. This should be replaced. Pointers to use get_packed_weights from intetrations/tensor_parallel..

v4.50.3 is a patch release. Key changes include:

• [generate] beam search -- fix output cropping (#37080) by @gante;
• [blip-2] Fix dtype mismatch when keep in fp32 (#37068) by @zucchini-nlp.

v4.53.2-Ernie-4.5-preview is a pre-release release. Key changes include:

• Two new models are added to transformers: Ernie 4.5, and its MoE variant, Ernie 4.5 MoE.;
• In order to install this version, please install with the following command:.

v4.53.3 is a patch release. Key changes include:

• Small path release 4.53.3!;
• ** refactor: remove set_tracer_provider and set_meter_provider calls (https://github.com/huggingface/transformers/pull/39422) from @McPatate.

v4.53.2-modernbert-decoder-preview is a pre-release release. Key changes include:

• A new model is added to transformers: ModernBERT Decoder It is added on top of the v4.53.2 release, and can be installed from the following tag: v4.53.2-modern…;
• In order to install this version, please install with the following command:.

v4.53.2 is a patch release. Key changes include:

• Fix some bug for finetune and batch infer For GLM-4.1V;
• [bugfix] fix flash attention 2 unavailable error on Ascend NPU.

v4.53.1 is a patch release. Key changes include:

• Fix: unprotected import of tp plugin;
• Fix key mapping for VLMs.

v4.53.0 is a minor release. Key changes include:

• Add Dia model by @buttercrab in #38405;
• kyutai/stt-1b-en_fr: a 1B-parameter model capable of transcribing both English and French.

v4.52.4-Kyutai-STT-preview is a pre-release release. Key changes include:

• kyutai/stt-1b-en_fr: a 1B-parameter model capable of transcribing both English and French;
• kyutai/stt-2.6b-en: a 2.6B-parameter model focused solely on English, optimized for maximum transcription accuracy.

v4.52.4-VJEPA-2-preview is a pre-release release. Key changes include:

• A new model is added to transformers: V-JEPA 2 It is added on top of the v4.52.4 release, and can be installed from the following tag: v4.52.4-VJEPA-2-preview.;
• In order to install this version, please install with the following command:.

v4.52.4-ColQwen2-preview is a pre-release release. Key changes include:

• A new model is added to transformers: ColQwen2 It is added on top of the v4.52.4 release, and can be installed from the following tag: v4.52.4-ColQwen2-preview.;
• In order to install this version, please install with the following command:.

v4.52.4 is a patch release. Key changes include:

• [qwen-vl] Look for vocab size in text config;
• Fix convert to original state dict for VLMs.

v4.52.3 is a patch release. Key changes include:

• Fix tp error when torch distributed is already initialized (#38294) by @SunMarc;
• Protect ParallelInterface (#38262) by @ArthurZucker and @LysandreJik.

v4.52.2 is a patch release. Key changes include:

• Clearer error on import failure (#38257) by @LysandreJik;
• Verified tp plan should not be NONE (#38255) by @NouamaneTazi and @ArthurZucker.

v4.52.1 is a patch release. Key changes include:

• SAM-HQ produces higher quality masks than the original SAM model, particularly for objects with intricate structures and fine details;
• The model predicts binary masks with more accurate boundaries and better handling of thin structures.

v4.51.3-CSM-preview is a pre-release release. Key changes include:

• A new model is added to transformers: CSM It is added on top of the v4.51.3 release, and can be installed from the following tag: v4.51.3-CSM-preview.;
• In order to install this version, please install with the following command:.

v4.51.3-GraniteMoeHybrid-preview is a pre-release release. Key changes include:

• A new model is added to transformers: GraniteMoeHybrid It is added on top of the v4.51.3 release, and can be installed from the following tag: v4.51.3-GraniteM…;
• In order to install this version, please install with the following command:.

v4.51.3-D-FINE-preview is a pre-release release. Key changes include:

• A new model is added to transformers: D-FINE It is added on top of the v4.51.3 release, and can be installed from the following tag: v4.51.3-D-FINE-preview.;
• In order to install this version, please install with the following command:.

v4.51.3-SAM-HQ-preview is a pre-release release. Key changes include:

• SAM-HQ produces higher quality masks than the original SAM model, particularly for objects with intricate structures and fine details;
• The model predicts binary masks with more accurate boundaries and better handling of thin structures.

v4.51.3-BitNet-preview is a pre-release release. Key changes include:

• A new model is added to transformers: BitNet It is added on top of the v4.51.3 release, and can be installed from the following tag: v4.51.3-BitNet-preview.;
• In order to install this version, please install with the following command:.

v4.51.3-LlamaGuard-preview is a pre-release release. Key changes include:

• A new model is added to transformers: LlamaGuard It is added on top of the v4.51.3 release, and can be installed from the following tag: v4.51.3-LlamaGuard-pre…;
• In order to install this version, please install with the following command:.

v4.51.3-Qwen2.5-Omni-preview is a pre-release release. Key changes include:

• A new model is added to transformers: Qwen2.5-Omni.;
• In order to install this version, please install with the following command:.

v4.51.3-InternVL-preview is a pre-release release. Key changes include:

• A new model is added to transformers: InternVL (2.5 & 3) It is added on top of the v4.51.3 release, and can be installed from the following tag: v4.51.3-Intern…;
• In order to install this version, please install with the following command:.

v4.51.3-Janus-preview is a pre-release release. Key changes include:

• A new model is added to transformers: Janus It is added on top of the v4.51.3 release, and can be installed from the following tag: v4.51.3-Janus-preview.;
• In order to install this version, please install with the following command:.

v4.51.3-TimesFM-preview is a pre-release release. Key changes include:

• A new model is added to transformers: TimesFM It is added on top of the v4.51.3 release, and can be installed from the following tag: v4.51.3-TimesFM-preview.;
• In order to install this version, please install with the following command:.

v4.51.3-MLCD-preview is a pre-release release. Key changes include:

• A new model is added to transformers: MLCD It is added on top of the v4.51.3 release, and can be installed from the following tag: v4.51.3-MLCD-preview.;
• In order to install this version, please install with the following command:.

v4.51.3 is a patch release. Key changes include:

• Handle torch ver in flexattn;
• handle torch version edge cases.

v4.51.2 is a patch release. Key changes include:

• Fix Llama4 offset (#37414) by @Cyrilvallez;
• Attention Quantization with FBGemm & TP (#37384) by @MekkCyber.

v4.51.1 is a patch release. Key changes include:

• Fixing flex attention for torch=2.6.0;
• more fixes for post-training llama4.

v4.51.0 is a minor release. Key changes include:

• The highly capable Llama 4 Maverick with 17B active parameters out of ~400B total, with 128 experts.;
• The efficient Llama 4 Scout also has 17B active parameters out of ~109B total, using just 16 experts..

v4.50.3-DeepSeek-3 is a pre-release release. Key changes include:

• current implementation uses the "naive" attention compution (so not really MLA);
• current implementation loops through the experts. This should be replaced. Pointers to use get_packed_weights from intetrations/tensor_parallel..

v4.50.3 is a patch release. Key changes include:

• [generate] beam search -- fix output cropping (#37080) by @gante;
• [blip-2] Fix dtype mismatch when keep in fp32 (#37068) by @zucchini-nlp.