Adding modes, graphs and metadata.
Browse files- README.md +2 -2
- model_card/density_info.js +4 -4
- model_card/pruning_info.js +4 -4
README.md
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@@ -28,7 +28,7 @@ The model contains **32.0%** of the original weights **overall** (the embeddings
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With a simple resizing of the linear matrices it ran **0.69x as fast as ** on the evaluation.
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This is possible because the pruning method lead to structured matrices: to visualize them, hover below on the plot to see the non-zero/zero parts of each matrix.
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<div class="graph"><script src="/madlag/bert-large-uncased-wwm-squadv2-x2.15-f83.2-d25-hybrid-v1/raw/main/model_card/density_info.js" id="
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In terms of accuracy, its **F1 is 83.22**, compared with 85.85 for , a **F1 drop of 2.63**.
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A side-effect of the block pruning is that some of the attention heads are completely removed: 155 heads were removed on a total of 384 (40.4%).
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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="/madlag/bert-large-uncased-wwm-squadv2-x2.15-f83.2-d25-hybrid-v1/raw/main/model_card/pruning_info.js" id="
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## Details of the SQuAD1.1 dataset
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With a simple resizing of the linear matrices it ran **0.69x as fast as ** on the evaluation.
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This is possible because the pruning method lead to structured matrices: to visualize them, hover below on the plot to see the non-zero/zero parts of each matrix.
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<div class="graph"><script src="/madlag/bert-large-uncased-wwm-squadv2-x2.15-f83.2-d25-hybrid-v1/raw/main/model_card/density_info.js" id="65c1b3a7-45a3-41a7-b499-25656300680d"></script></div>
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In terms of accuracy, its **F1 is 83.22**, compared with 85.85 for , a **F1 drop of 2.63**.
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A side-effect of the block pruning is that some of the attention heads are completely removed: 155 heads were removed on a total of 384 (40.4%).
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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="/madlag/bert-large-uncased-wwm-squadv2-x2.15-f83.2-d25-hybrid-v1/raw/main/model_card/pruning_info.js" id="a0aaaa9b-5341-47a0-a768-66d984166f1d"></script></div>
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## Details of the SQuAD1.1 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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