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README.md
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The model contains **51%** of the original weights **overall** (the embeddings account for a significant part of the model, and they are not pruned by this method).
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<div class="graph"><script src="/echarlaix/bert-base-uncased-sst2-acc91.1-d37-hybrid/raw/main/model_card/density_info.js" id="
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In terms of perfomance, its **accuracy** is **91.17**.
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A side-effect of the block pruning method is that some of the attention heads are completely removed: 88 heads were removed on a total of 144 (61.1%).
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Here is a detailed view on how the remaining heads are distributed in the network after pruning.
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<div class="graph"><script src="/echarlaix/bert-base-uncased-sst2-acc91.1-d37-hybrid/raw/main/model_card/pruning_info.js" id="
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## Details of the SST-2 dataset
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The model contains **51%** of the original weights **overall** (the embeddings account for a significant part of the model, and they are not pruned by this method).
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<div class="graph"><script src="/echarlaix/bert-base-uncased-sst2-acc91.1-d37-hybrid/raw/main/model_card/density_info.js" id="2d0fc334-fe98-4315-8890-d6eaca1fa9be"></script></div>
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In terms of perfomance, its **accuracy** is **91.17**.
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A side-effect of the block pruning method is that some of the attention heads are completely removed: 88 heads were removed on a total of 144 (61.1%).
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Here is a detailed view on how the remaining heads are distributed in the network after pruning.
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<div class="graph"><script src="/echarlaix/bert-base-uncased-sst2-acc91.1-d37-hybrid/raw/main/model_card/pruning_info.js" id="93b19d7f-c11b-4edf-9670-091e40d9be25"></script></div>
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## Details of the SST-2 dataset
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model_card/density_info.js
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console.warn("Bokeh: autoload.js configured with elementid '
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}
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<div style=\\"margin-bottom:10px\\">\\
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<span style=\\"font-size: 15px;\\"><b>@name</b><br/>density=@density</span>\\
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</div>\\
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<div> \\
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<img\\
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var render_items = [{"docid":"26a004c6-8fab-4f02-8b46-12f868198a5e","root_ids":["1108"],"roots":{"1108":"2d0fc334-fe98-4315-8890-d6eaca1fa9be"}}];
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root.Bokeh.embed.embed_items(docs_json, render_items);
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}
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