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@@ -197,13 +197,17 @@ This model is a fine-tuned version of [google/long-t5-tglobal-base](https://hugg
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  ## Usage
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- It's recommended to usage this model with [beam search decoding](https://huggingface.co/docs/transformers/generation_strategies#beamsearch-decoding). If interested, you can also use the `textsum` util repo to have most of this abstracted out for you:
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  ```bash
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  pip install -U textsum
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  ```
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  ```python
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  from textsum.summarize import Summarizer
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  ## Usage
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+ It's recommended to use this model with [beam search decoding] (https://huggingface.co/docs/transformers/generation_strategies#beamsearch-decoding). If you are interested, you can also use the `textsum` util repo to have most of this abstracted for you:
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+ Install with `pip`:
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+
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  ```bash
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  pip install -U textsum
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  ```
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+ Use in python:
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+
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  ```python
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  from textsum.summarize import Summarizer
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