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587d84b178
* add bloom for question answering - attempt to add Bloom for question answering - adapted from `GPTJForQuestionAnswering` - Fixed `num_labels` to `2` for common tests - Added a bit of docstring - All common tests pass * Update src/transformers/models/bloom/modeling_bloom.py Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com> * revert changes related to `num_labels` Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
63 lines
2.0 KiB
Plaintext
63 lines
2.0 KiB
Plaintext
<!--Copyright 2022 The HuggingFace Team. All rights reserved.
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Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
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Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on
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# BLOOM
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## Overview
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The BLOOM model has been proposed with its various versions through the [BigScience Workshop](https://bigscience.huggingface.co/). BigScience is inspired by other open science initiatives where researchers have pooled their time and resources to collectively achieve a higher impact.
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The architecture of BLOOM is essentially similar to GPT3 (auto-regressive model for next token prediction), but has been trained on 46 different languages and 13 programming languages.
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Several smaller versions of the models have been trained on the same dataset. BLOOM is available in the following versions:
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- [bloom-560m](https://huggingface.co/bigscience/bloom-560m)
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- [bloom-1b1](https://huggingface.co/bigscience/bloom-1b1)
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- [bloom-1b7](https://huggingface.co/bigscience/bloom-1b7)
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- [bloom-3b](https://huggingface.co/bigscience/bloom-3b)
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- [bloom-7b1](https://huggingface.co/bigscience/bloom-7b1)
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- [bloom](https://huggingface.co/bigscience/bloom) (176B parameters)
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## BloomConfig
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[[autodoc]] BloomConfig
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- all
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## BloomModel
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[[autodoc]] BloomModel
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- forward
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## BloomTokenizerFast
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[[autodoc]] BloomTokenizerFast
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- all
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## BloomForCausalLM
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[[autodoc]] BloomForCausalLM
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- forward
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## BloomForSequenceClassification
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[[autodoc]] BloomForSequenceClassification
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- forward
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## BloomForTokenClassification
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[[autodoc]] BloomForTokenClassification
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- forward
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## BloomForQuestionAnswering
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[[autodoc]] BloomForQuestionAnswering
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- forward
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