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docs: wording tweaks (homepage and banner)
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icon: material/water-outline
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icon: material/water-outline
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---
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---
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# ![Refiners](/assets/logo_light.png)
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<h1 style="margin-bottom: 0;"></h1>
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<img src="/assets/logo_light.png" alt="Refiners logo" width="400px" style="display: block; margin-left: auto; margin-right: auto"/>
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<div style="text-align: center">
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<div style="text-align: center">
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<p>
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<p>
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<a href="https://github.com/finegrain-ai/refiners/blob/main/LICENSE"><img alt="license" src="https://img.shields.io/badge/license-MIT-blue"></a>
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<a href="https://github.com/finegrain-ai/refiners/blob/main/LICENSE"><img alt="license" src="https://img.shields.io/badge/license-MIT-blue"></a>
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<a href="https://finegrain.ai/bounties"><img alt="code bounties" src="https://img.shields.io/badge/code-bounties-blue"></a>
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<a href="https://finegrain.ai/bounties"><img alt="code bounties" src="https://img.shields.io/badge/code-bounties-blue"></a>
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<a href="https://discord.gg/mCmjNUVV7d"><img alt="chat" src="https://img.shields.io/discord/1179456777406922913?logo=discord&logoColor=white&color=%235765F2"></a>
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<a href="https://discord.gg/mCmjNUVV7d"><img alt="chat" src="https://img.shields.io/discord/1179456777406922913?logo=discord&logoColor=white&color=%235765F2"></a>
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<p>
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At the era of foundation models, adaptation is quickly rising at the method of choice for bridging the last mile quality gap. We couldn't find a framework with first class citizen APIs for foundation model adaptation, so we created one. It's called Refiners, and we're building it on top of PyTorch, in the open, under the MIT License. <a href="/home/why/">Read our manifesto</a>.
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</p>
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</div>
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</div>
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Refiners is a microframework built on top of PyTorch with first-class citizen APIs for foundation model adaptation.
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It is Open Source and published under the MIT License.
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{% block announce %}
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{% block announce %}
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We have a <a href="https://finegrain.ai/bounties">Bounty Program</a> 💰!
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Check out our brand new <a href="https://finegrain.ai/bounties">Bounty Program</a> 💰!
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{% endblock %}
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{% endblock %}
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nav:
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nav:
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- Home:
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- Home:
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- Welcome: index.md
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- Welcome: index.md
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- home/why.md
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- Manifesto: home/why.md
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- Getting started:
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- Getting started:
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- getting-started/recommended.md
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- getting-started/recommended.md
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- getting-started/advanced.md
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- getting-started/advanced.md
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