Quantization made by Richard Erkhov.

web-doc-refining-lm - GGUF

Model creator: https://huggingface.co/gair-prox/
Original model: https://huggingface.co/gair-prox/web-doc-refining-lm/

Name	Quant method	Size
web-doc-refining-lm.Q2_K.gguf	Q2_K	0.14GB
web-doc-refining-lm.IQ3_XS.gguf	IQ3_XS	0.15GB
web-doc-refining-lm.IQ3_S.gguf	IQ3_S	0.16GB
web-doc-refining-lm.Q3_K_S.gguf	Q3_K_S	0.16GB
web-doc-refining-lm.IQ3_M.gguf	IQ3_M	0.16GB
web-doc-refining-lm.Q3_K.gguf	Q3_K	0.17GB
web-doc-refining-lm.Q3_K_M.gguf	Q3_K_M	0.17GB
web-doc-refining-lm.Q3_K_L.gguf	Q3_K_L	0.18GB
web-doc-refining-lm.IQ4_XS.gguf	IQ4_XS	0.19GB
web-doc-refining-lm.Q4_0.gguf	Q4_0	0.2GB
web-doc-refining-lm.IQ4_NL.gguf	IQ4_NL	0.2GB
web-doc-refining-lm.Q4_K_S.gguf	Q4_K_S	0.2GB
web-doc-refining-lm.Q4_K.gguf	Q4_K	0.2GB
web-doc-refining-lm.Q4_K_M.gguf	Q4_K_M	0.2GB
web-doc-refining-lm.Q4_1.gguf	Q4_1	0.21GB
web-doc-refining-lm.Q5_0.gguf	Q5_0	0.23GB
web-doc-refining-lm.Q5_K_S.gguf	Q5_K_S	0.23GB
web-doc-refining-lm.Q5_K.gguf	Q5_K	0.24GB
web-doc-refining-lm.Q5_K_M.gguf	Q5_K_M	0.24GB
web-doc-refining-lm.Q5_1.gguf	Q5_1	0.25GB
web-doc-refining-lm.Q6_K.gguf	Q6_K	0.27GB
web-doc-refining-lm.Q8_0.gguf	Q8_0	0.35GB

Original model description:

license: apache-2.0 datasets: - gair-prox/RedPajama-pro language: - en base_model: - gair-prox/RedPJ-ProX-0.3B pipeline_tag: text-generation library_name: transformers tags: - llama - code

Web-doc-refining-lm

ArXiv | Code

Web-doc-refining-lm is an adapted 0.3B-ProX model, fine-tuned for document level refining via program generation.

Citation

@article{zhou2024programming,
  title={Programming Every Example: Lifting Pre-training Data Quality like Experts at Scale},
  author={Zhou, Fan and Wang, Zengzhi and Liu, Qian and Li, Junlong and Liu, Pengfei},
  journal={arXiv preprint arXiv:2409.17115},
  year={2024}
}