samsonleegh
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lora_pandas_model

text-generation-inference

Inference Endpoints

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samsonleegh commited on Jul 25

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 - Finetuned to generate pandas codes given a dataframe and user query.
 - ~100 datasets were taken from kaggle https://www.kaggle.com/datasets?search=Tabular+data
 - These dataset were used to generate 390 sets of data queries and pandas code answers via llama3-70b https://www.kaggle.com/code/samsonleegh/sampling-data-qns-and-pandas-ans-from-dataset
-- Finetuned llama3-8b-4bit with LoRA 16 adapters on 350 queries and answers pair https://colab.research.google.com/drive/1ZFBZGAK-fNcgt6RYSp0npnDWOeBAXEgf?usp=sharing
 - Compare ROUGE score of original vs finetuned model on 40 queries and answers pair
 ## ROUGE Score Comparison
 | Metric     | llama3-8b | llama3-8b finetuned |

 - Finetuned to generate pandas codes given a dataframe and user query.
 - ~100 datasets were taken from kaggle https://www.kaggle.com/datasets?search=Tabular+data
 - These dataset were used to generate 390 sets of data queries and pandas code answers via llama3-70b https://www.kaggle.com/code/samsonleegh/sampling-data-qns-and-pandas-ans-from-dataset
+- Finetuned llama3-8b-4bit with LoRA 16 adapters on 350 queries and answers pair https://colab.research.google.com/drive/1UkqjHIq-mP22AfHZCWz4kiU7hcWaXfgi?usp=sharing
 - Compare ROUGE score of original vs finetuned model on 40 queries and answers pair
 ## ROUGE Score Comparison
 | Metric     | llama3-8b | llama3-8b finetuned |