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README.md
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- JeanKaddour/minipile
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language:
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- en
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---
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Meta's Llama 3 70B pruned to 42B parameters using the methodology described in [The Unreasonable Ineffectiveness of the Deeper Layers](https://arxiv.org/abs/2403.17887). Post-pruning trained using QLoRA for ~100M tokens from [JeanKaddour/minipile](https://huggingface.co/datasets/JeanKaddour/minipile).
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| - humanities |N/A |none | 5|acc |0.7296|± |0.0062|
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| - other |N/A |none | 5|acc |0.8101|± |0.0067|
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| - social_sciences|N/A |none | 5|acc |0.8668|± |0.0060|
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| - stem |N/A |none | 5|acc |0.6825|± |0.0079|
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- JeanKaddour/minipile
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language:
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- en
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tags:
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- axolotl
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- mergekit
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- llama
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---
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Meta's Llama 3 70B pruned to 42B parameters using the methodology described in [The Unreasonable Ineffectiveness of the Deeper Layers](https://arxiv.org/abs/2403.17887). Post-pruning trained using QLoRA for ~100M tokens from [JeanKaddour/minipile](https://huggingface.co/datasets/JeanKaddour/minipile).
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| - humanities |N/A |none | 5|acc |0.7296|± |0.0062|
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| - other |N/A |none | 5|acc |0.8101|± |0.0067|
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| - social_sciences|N/A |none | 5|acc |0.8668|± |0.0060|
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| - stem |N/A |none | 5|acc |0.6825|± |0.0079|
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[<img src="https://raw.githubusercontent.com/OpenAccess-AI-Collective/axolotl/main/image/axolotl-badge-web.png" alt="Built with Axolotl" width="200" height="32"/>](https://github.com/OpenAccess-AI-Collective/axolotl)
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