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  # Friendly Fincancial Bot
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- This is the Inference module of a 3-part FTI feature-training-inference RAG-framework LLMOps course. \
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  In this iteration, I've **replaced Falcon 7B Instruct** with the *currently-SoTa (Jan '24)* **Mistral-7B-Instruct-v0.2**, \
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  fine-tuned using **Unsloth** on financial questions and answers generated with the help of GPT-4, quantized \
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  and augmented with a 4bit QLoRa. \
 
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  # Friendly Fincancial Bot
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+ This is the Inference module of a 3-part FTI feature-training-inference **RAG-framework LLMOps** course. \
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  In this iteration, I've **replaced Falcon 7B Instruct** with the *currently-SoTa (Jan '24)* **Mistral-7B-Instruct-v0.2**, \
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  fine-tuned using **Unsloth** on financial questions and answers generated with the help of GPT-4, quantized \
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  and augmented with a 4bit QLoRa. \