Update README.md (#3)
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README.md
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## Direct Use and Downstream Use
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> The primary use is research on language models, including: research on zero-shot NLP tasks and in-context few-shot learning NLP tasks, such as reasoning, and question answering; advancing fairness and safety research, and understanding limitations of current large language models
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See the [research paper](https://arxiv.org/pdf/2210.11416.pdf) for further details.
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## Out-of-Scope Use
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## Sensitive Use:
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# Training Details
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## Training Procedure
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According to the model card from the [original paper](https://arxiv.org/pdf/
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> These models are based on pretrained SwitchTransformers and are not fine-tuned. It is normal if they perform well on zero-shot tasks.
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The model has been trained on TPU v3 or TPU v4 pods, using [`t5x`](https://github.com/google-research/t5x) codebase together with [`jax`](https://github.com/google/jax).
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# Evaluation
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## Direct Use and Downstream Use
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See the [research paper](https://arxiv.org/pdf/2101.03961.pdf) for further details.
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## Out-of-Scope Use
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## Sensitive Use:
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More information needed.
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# Training Details
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## Training Procedure
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According to the model card from the [original paper](https://arxiv.org/pdf/2101.03961.pdf) the model has been trained on TPU v3 or TPU v4 pods, using [`t5x`](https://github.com/google-research/t5x) codebase together with [`jax`](https://github.com/google/jax).
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# Evaluation
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