fix small typo and broken link (#1958)
# What does this PR do? Fix a typo; fix a broken link; add one sentence in the guidance docs to make the word "grammar" less abstract ## Before submitting - [x] This PR fixes a typo or improves the docs (you can dismiss the other checks if that's the case). - [ ] Did you read the [contributor guideline](https://github.com/huggingface/transformers/blob/main/CONTRIBUTING.md#start-contributing-pull-requests), Pull Request section? - [ ] Was this discussed/approved via a Github issue or the [forum](https://discuss.huggingface.co/)? Please add a link to it if that's the case. - [ ] Did you make sure to update the documentation with your changes? Here are the [documentation guidelines](https://github.com/huggingface/transformers/tree/main/docs), and [here are tips on formatting docstrings](https://github.com/huggingface/transformers/tree/main/docs#writing-source-documentation). - [ ] Did you write any new necessary tests? ## Who can review? Anyone in the community is free to review the PR once the tests have passed. Feel free to tag members/contributors who may be interested in your PR. @drbh
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# Train Medusa
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# Train Medusa
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This tutorial will show you how to train a Medusa model on a dataset of your choice. Please check out the [speculation documentation](../conceptual/speculation.md) for more information on how Medusa works and speculation in general.
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This tutorial will show you how to train a Medusa model on a dataset of your choice. Please check out the [speculation documentation](../conceptual/speculation) for more information on how Medusa works and speculation in general.
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## What are the benefits of training a Medusa model?
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## What are the benefits of training a Medusa model?
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## What is Guidance?
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## What is Guidance?
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Guidance is a feature that allows users to constrain the generation of a large language model with a specified grammar. This feature is particularly useful when you want to generate text that follows a specific structure or uses a specific set of words or produce output in a specific format.
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Guidance is a feature that allows users to constrain the generation of a large language model with a specified grammar. This feature is particularly useful when you want to generate text that follows a specific structure or uses a specific set of words or produce output in a specific format. A prominent example is JSON grammar, where the model is forced to output valid JSON.
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## How is it used?
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## How is it used?
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Guidance can be in many ways and the community is always finding new ways to use it. Here are some examples of how you can use guidance:
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Guidance can be implemented in many ways and the community is always finding new ways to use it. Here are some examples of how you can use guidance:
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Technically, guidance can be used to generate:
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Technically, guidance can be used to generate:
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