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139 lines
5.6 KiB
HTML
139 lines
5.6 KiB
HTML
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<meta property="og:description" content="Simple GPT-NeoX implementation"/>
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<title>GPT-NeoX</title>
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<a class="parent" href="/">home</a>
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<a class="parent" href="index.html">neox</a>
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<a href="https://github.com/labmlai/annotated_deep_learning_paper_implementations/tree/master/labml_nn/neox/__init__.py" target="_blank">
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View code on Github</a>
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<div class='section' id='section-0'>
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<div class='docs doc-strings'>
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<a href='#section-0'>#</a>
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</div>
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<h1>GPT-NeoX</h1>
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<p>This is a simple implementation of <a href="https://arxiv.org/abs/2204.06745">Eleuther GPT-NeoX</a> for inference and fine-tuning.</p>
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<ul><li><a href="model.html">Model definition</a> </li>
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<li><a href="tokenizer.html">Tokenizer</a> </li>
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<li><a href="checkpoint.html">Checkpoint downloading and loading helpers</a> </li>
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<li><a href="utils/index.html">Utilities</a> </li>
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<li><a href="utils/llm_int8.html">LLM.int8() quantization</a></li></ul>
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<h3><a href="samples/__init__.py">Samples</a></h3>
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<ul><li><a href="samples/generate.html">Generating text</a> </li>
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<li><a href="samples/finetune.html">Fine-tuning the biases with pipeline-parallel</a> </li>
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<li><a href="samples/llm_int8.html">Generating text with LLM.int8()</a></li></ul>
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<h3><a href="evaluation/__init__.py">Evaluation</a></h3>
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<ul><li><a href="evaluation/half_precision.html">Evaluating half precision model on a single GPU</a> </li>
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<li><a href="evaluation/llm_int8.html">Evaluating LLM.int8() model</a></li></ul>
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<p><strong>Official <a href="https://www.eleuther.ai">Eleuther</a> GPT-NoeX is source code is available at <a href="https://github.com/eleutherai/gpt-neox">eleutherai/gpt-neox</a>.</strong></p>
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<div class='code'>
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<div class="highlight"><pre></pre></div>
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