---
title: README
emoji: 👁
colorFrom: pink
colorTo: indigo
sdk: static
pinned: false
license: apache-2.0
---

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	<p class="lg:col-span-3">
      <a
          href="https://github.com/inseq-team/inseq">Inseq</a
      >
	  🐛 is a Pytorch-based hackable toolkit to democratize access to common post-hoc interpretability analyses for 
      decoder-only and encoder-decoder sequence generation models. </br>
      The Inseq organization on the 🤗 Hub aims to host valuable models, datasets and demos to improve the 
      reproducibility of interpretability studies in the field of natural language generation. 
	</p>
	<a href="https://github.com/inseq-team/inseq" class="block overflow-hidden group">
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			<img alt="" src="https://raw.githubusercontent.com/inseq-team/inseq/main/docs/source/images/inseq_logo.png" class="w-40" />
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		<div class="underline">Inseq Github Repository</div>
	</a>
	<a
		href="https://github.com/explosion/spacy-huggingface-hub"
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	>
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			<pre
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	import inseq </br></br> model = inseq.load_model("gpt2", "saliency")</br></br>model.attribute("Hello world")
		</pre>
		</div>
		<div class="underline">Get started with Inseq</div>
	</a>
	<a
		href="https://inseq.readthedocs.io/"
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	>
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		<div class="underline">Inseq Documentation</div>
	</a>
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