Prasanna Dhungana
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update README.md
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README.md
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model-index:
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- name: finetune_starcoder2_with_R_data
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results: []
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---
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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# finetune_starcoder2_with_R_data
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This model is a
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## Model description
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## Intended uses & limitations
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model-index:
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- name: finetune_starcoder2_with_R_data
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results: []
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datasets:
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- bigcode/the-stack
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language:
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- en
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---
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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# finetune_starcoder2_with_R_data
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This model is a fine-tuned version of [bigcode/starcoder2-3b](https://huggingface.co/bigcode/starcoder2-3b), adapted and fine-tuned specifically for generating R programming code.
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## Model description
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This model is a specialized version of the bigcode/starcoder2-3b architecture fine-tuned on a subset of the Stack dataset, focusing solely on R programming language data. The fine-tuning process utilized the PEFT (Parameter Efficient Fine Tuning) method and included loading the model with 4-bit quantization using the LoRA library. It's tailored for generating R programming code, offering optimized performance for tasks within this domain.
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## Intended uses & limitations
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