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kangqi-ni_-_zephyr-7b-beta_bio-tutor_dpo-gguf

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by RichardErkhov
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Quantization made by Richard Erkhov.

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zephyr-7b-beta_bio-tutor_dpo - GGUF

  • Model creator: https://huggingface.co/kangqi-ni/
  • Original model: https://huggingface.co/kangqi-ni/zephyr-7b-beta_bio-tutor_dpo/
Name Quant method Size
zephyr-7b-beta_bio-tutor_dpo.Q2_K.gguf Q2_K 2.53GB
zephyr-7b-beta_bio-tutor_dpo.IQ3_XS.gguf IQ3_XS 2.81GB
zephyr-7b-beta_bio-tutor_dpo.IQ3_S.gguf IQ3_S 2.96GB
zephyr-7b-beta_bio-tutor_dpo.Q3_K_S.gguf Q3_K_S 2.95GB
zephyr-7b-beta_bio-tutor_dpo.IQ3_M.gguf IQ3_M 3.06GB
zephyr-7b-beta_bio-tutor_dpo.Q3_K.gguf Q3_K 3.28GB
zephyr-7b-beta_bio-tutor_dpo.Q3_K_M.gguf Q3_K_M 3.28GB
zephyr-7b-beta_bio-tutor_dpo.Q3_K_L.gguf Q3_K_L 3.56GB
zephyr-7b-beta_bio-tutor_dpo.IQ4_XS.gguf IQ4_XS 3.67GB
zephyr-7b-beta_bio-tutor_dpo.Q4_0.gguf Q4_0 3.83GB
zephyr-7b-beta_bio-tutor_dpo.IQ4_NL.gguf IQ4_NL 3.87GB
zephyr-7b-beta_bio-tutor_dpo.Q4_K_S.gguf Q4_K_S 3.86GB
zephyr-7b-beta_bio-tutor_dpo.Q4_K.gguf Q4_K 4.07GB
zephyr-7b-beta_bio-tutor_dpo.Q4_K_M.gguf Q4_K_M 4.07GB
zephyr-7b-beta_bio-tutor_dpo.Q4_1.gguf Q4_1 4.24GB
zephyr-7b-beta_bio-tutor_dpo.Q5_0.gguf Q5_0 4.65GB
zephyr-7b-beta_bio-tutor_dpo.Q5_K_S.gguf Q5_K_S 4.65GB
zephyr-7b-beta_bio-tutor_dpo.Q5_K.gguf Q5_K 4.78GB
zephyr-7b-beta_bio-tutor_dpo.Q5_K_M.gguf Q5_K_M 4.78GB
zephyr-7b-beta_bio-tutor_dpo.Q5_1.gguf Q5_1 5.07GB
zephyr-7b-beta_bio-tutor_dpo.Q6_K.gguf Q6_K 5.53GB
zephyr-7b-beta_bio-tutor_dpo.Q8_0.gguf Q8_0 7.17GB

Original model description:

license: mit language:

  • en tags:
  • dpo
  • biology
  • education
  • zephyr

This model is trained on zephyr-7b-beta with SFT and DPO. The purpose is to develop a more capable educational chatbot that helps students study biology.

If you use this work, please cite:

@misc{sonkar2024pedagogical,
      title={Pedagogical Alignment of Large Language Models}, 
      author={Shashank Sonkar and Kangqi Ni and Sapana Chaudhary and Richard G. Baraniuk},
      year={2024},
      eprint={2402.05000},
      archivePrefix={arXiv},
      primaryClass={cs.CL},
      url={https://arxiv.org/abs/2402.05000}
}