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README.md
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title: README
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sdk: static
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---
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---
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title: README
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emoji: 👁
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license: apache-2.0
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<div class="grid lg:grid-cols-3 gap-x-4 gap-y-7">
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<p class="lg:col-span-3">
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<a
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href="https://github.com/inseq-team/inseq">Inseq</a
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>
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🐛 is a Pytorch-based hackable toolkit to democratize access to common post-hoc interpretability analyses for
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decoder-only and encoder-decoder sequence generation models. </br>
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The Inseq organization on the 🤗 Hub aims to host valuable models, datasets and demos to improve the
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reproducibility of interpretability studies in the field of natural language generation.
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</p>
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<a href="https://github.com/inseq-team/inseq" class="block overflow-hidden group">
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<div
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class="w-full h-40 object-cover mb-2 rounded-lg flex items-center justify-center bg-[#ECFAFF]"
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>
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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>
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<div class="underline">Inseq Github Repository</div>
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</a>
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<a
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href="https://github.com/explosion/spacy-huggingface-hub"
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class="block overflow-hidden"
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>
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<div class="flex items-center h-40 bg-[#ECFAFF] rounded-lg px-4 mb-2">
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<pre
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class="break-words leading-1 whitespace-pre-line text-xs text-gray-800">
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import inseq </br></br> model = inseq.load_model("gpt2", "saliency")</br></br>model.attribute("Hello world")
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</pre>
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</div>
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<div class="underline">Get started with Inseq</div>
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</a>
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<a
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href="https://inseq.readthedocs.io/"
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class="block overflow-hidden group"
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>
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<div
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class="w-full h-40 mb-2 bg-gray-900 group-hover:bg-gray-850 rounded-lg flex items-start justify-start overflow-hidden"
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>
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<img
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alt=""
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src="https://inseq.readthedocs.io/_images/classes.png"
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class="w-full h-40 object-cover overflow-hidden"
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/>
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</div>
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<div class="underline">Inseq Documentation</div>
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</a>
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</div>
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