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README.md

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+
+---
+
+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
+
+---
+
+[![QuantFactory Banner](https://lh7-rt.googleusercontent.com/docsz/AD_4nXeiuCm7c8lEwEJuRey9kiVZsRn2W-b4pWlu3-X534V3YmVuVc2ZL-NXg2RkzSOOS2JXGHutDuyyNAUtdJI65jGTo8jT9Y99tMi4H4MqL44Uc5QKG77B0d6-JfIkZHFaUA71-RtjyYZWVIhqsNZcx8-OMaA?key=xt3VSDoCbmTY7o-cwwOFwQ)](https://hf.co/QuantFactory)
+
+
+# QuantFactory/web-doc-refining-lm-GGUF
+This is quantized version of [gair-prox/web-doc-refining-lm](https://huggingface.co/gair-prox/web-doc-refining-lm) created using llama.cpp
+
+# Original Model Card
+
+
+# Web-doc-refining-lm
+
+<p align="center">
+  <img src="prox-teaser.png">
+</p>
+
+[ArXiv](http://arxiv.org/abs/2409.17115) | [Code](https://github.com/GAIR-NLP/program-every-example)
+
+**Web-doc-refining-lm** is an adapted [0.3B-ProX](https://huggingface.co/gair-prox/RedPJ-ProX-0.3B) model, fine-tuned for document level refining via program generation.
+
+<p align="center">
+  <img src="func_design.png">
+</p>
+
+### 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}
+}
+```