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@@ -5,7 +5,7 @@ datasets:
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  language:
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  - en
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  base_model:
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- - gair-prox/RedPJ-ProX-0.3B
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  pipeline_tag: text-generation
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  library_name: transformers
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  tags:
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  [ArXiv](http://arxiv.org/abs/2409.17115) | [Code](https://github.com/GAIR-NLP/program-every-example)
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- **Math-chunk-refining-lm** is an adapted [0.3B-ProX](https://huggingface.co/gair-prox/RedPJ-ProX-0.3B) model, fine-tuned for chunk level refining via program generation, and can be applied over math pre-training corpus such as open-web-math.
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  <p align="center">
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  <img src="func_design.png">
 
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  language:
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  - en
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  base_model:
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+ - gair-prox/RedPJ-ProX-0.7B
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  pipeline_tag: text-generation
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  library_name: transformers
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  tags:
 
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  [ArXiv](http://arxiv.org/abs/2409.17115) | [Code](https://github.com/GAIR-NLP/program-every-example)
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+ **Math-doc-refining-lm** is an adapted [0.7B-ProX](https://huggingface.co/gair-prox/RedPJ-ProX-0.7B) model, fine-tuned for doc level refining via program generation, and can be applied over math pre-training corpus such as open-web-math.
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  <p align="center">
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  <img src="func_design.png">