transformers

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### Feature request To add the TensorFlow port of the [LeViT](https://arxiv.org/abs/2104.01136) architecture. The architecture is currently present in the Transformers library in [PyTorch](https://github.com/huggingface/transformers/blob/main/src/transformers/models/levit/modeling_levit.py). ### Motivation [LeViT](https://arxiv.org/abs/2104.01136) is a family of...

ariG23498

device_map='"auto" fails with in big_modelling.py

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### System Info An Ubuntu 20.04 Linux on a Ryzen 7 3900 CPU, 32GB RAM with a Nvidia RTX3070 GPU, a M2 SSD with plenty of free space. Latest version...

lukolszewski

Extend `tokenizer.pad` with `offset_mapping`

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# What does this PR do? Extend `tokenizer.pad`, accurately `tokenizer._pad`, method with functionality for padding `offset_mapping` with `(0, 0)`. ## Before submitting - [ ] This PR fixes a typo...

vadimirtlach

[WIP] add SpeechT5 model

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# What does this PR do? Add the SpeechT5 model to Transformers. See also https://github.com/huggingface/transformers/issues/17569 ## Before submitting - [ ] This PR fixes a typo or improves the docs...

hollance

Add LayoutLMv2ForRelationExtraction

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# What does this PR do? This PR adds the relation extraction head of LayoutLMv2, which was a highly requested feature as seen in #14330 #15451 #18091

NielsRogge

[WIP] Add ZeroShotObjectDetectionPipeline (#18445)

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# What does this PR do? This PR adds the `ZeroShotObjectDetectionPipeline`. It is tested on `OwlViTForObjectDetection` model and should enable the inference following inference API ``` from transformers import pipeline...

sahamrit

Identifying backend compatibility versions

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We are currently working on identifying the backend versions with which we are compatible and with which we want to be compatible. These backends are PyTorch and TensorFlow. We will...

LysandreJik

Wav2Vec2 Conformer loss nan and wer 1 issue

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### System Info Copy-and-paste the text below in your GitHub issue and FILL OUT the two last points. - `transformers` version: 4.21.1 - Platform: Linux-4.15.0-177-generic-x86_64-with-glibc2.27 - Python version: 3.9.13 -...

YooSungHyun

[WIP] Inputs embeds for flax gpt neo

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# What does this PR do? Adds the option to pass `inputs_embeds` to FlaxGPTNeoForCausalLM. This is already an option for the PyTorch version of the model GPTNeoForCausalLM. Fixes #18036 ##...

mattf1n

Wav2Vec2ProcessorWithLM in pipeline issue

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Opening a new issue for better tracking purposes. This issue follows: https://github.com/huggingface/transformers/issues/16759 > Hey @gxbag, > > Please make sure to provide a reproducible code snippet. I cannot run the...

anderleich