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A Pruned Mistral model

This model is a pruned Mistral model re-aligned using the Zephyr Recipe

details

  • This model has 2 stages training: SFT and DPO
  • The initial model consist on selecting some layers of the mistral model to make a smaller model
  • the code can be found here: github.com/tcapelle/shear

W&B workspace

https://wandb.ai/llm_surgery/shearllama/

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Datasets used to train wandb/pruned_mistral