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FineTuningEvaluation.ipynb

FineTuningEvaluation.ipynb

 
 

LoRA_Fine_Tuning.ipynb

LoRA_Fine_Tuning.ipynb

 
 

RAGEvaluation.ipynb

RAGEvaluation.ipynb

 
 

README.md

README.md

 
 

article_loader.py

article_loader.py

 
 

env.example

env.example

 
 

evaluation_prompts.py

evaluation_prompts.py

 
 

generate_instruction_training_set.py

generate_instruction_training_set.py

 
 

generate_rag_database.py

generate_rag_database.py

 
 

get_start_pagination.py

get_start_pagination.py

 
 

human_eval_out_of_ten.ipynb

human_eval_out_of_ten.ipynb

 
 

instruction_prompts.py

instruction_prompts.py

 
 

llm_eval_out_of_ten.py

llm_eval_out_of_ten.py

 
 

requirements.txt

requirements.txt

 
 

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lora-llm-fine-tuning-demo

project to do LoRA fine-tuning withe Cassandra Link Dataset

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This repo houses the knowledge and code needed to deploy code for fine-tuning an LLM using the QLORA method

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