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quintic/deepseek_coder_6.7b-sae-k-192-layer-23-29-2_ep
deepseek_coder_6.7b-sae-k-192-layer-23-29-2_ep is a machine learning model from quintic. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as mit.
Data: c4 and codeparrot, about 1:1 sample-wise but 1:4 token-wise mix. Significantly biased for codes (python, go, java, javascript, c, c++). First round trained for slightly less than 1 epoch (crashed). Loaded the ch…
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Updated Aug 18, 2024
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From the Hugging Face model README
Data: c4 and codeparrot, about 1:1 sample-wise but 1:4 token-wise mix. Significantly biased for codes (python, go, java, javascript, c, c++). First round trained for slightly less than 1 epoch (crashed). Loaded the checkpoint and trained for 1000 steps. Loaded again and trained for a whole epoch. Dataloader does not shuffle. It is not suitable for ablation as it is not carefully controlled on the number of times the sae sees a sample.
Params: