LLM Developer for Domain-Specific Chatbot Creation AI
Budget: €15 – €200 EUR
We are looking for a talented developer to create a domain-specific Language Model (LLM) designed to function as a chatbot. The ideal candidate will have expertise in fine-tuning and Retrieval-Augmented Generation (RAG) techniques to optimize the chatbot's performance.
Key Responsibilities:
Fine-Tuning a Pre-Trained LLM: Apply advanced fine-tuning methods to adapt a pre-existing LLM to our specific domain.
Implementing RAG: Integrate Retrieval-Augmented Generation for enhanced contextual understanding and response generation.
Data Processing: You will be provided with a substantial dataset in the form of books relevant to our domain. Your task will include comprehensive data cleaning and preparation to ensure the data is suitable for training the LLM.
Chatbot Development: Develop a responsive and accurate chatbot using the tailored LLM, ensuring it meets our specific requirements for domain-related queries and interactions.
Testing and Iteration: Conduct thorough testing of the chatbot, making necessary adjustments based on performance metrics and feedback.
Qualifications:
Proven experience in LLM development and fine-tuning.
Strong understanding of RAG and its applications in chatbot technology.
Proficiency in data cleaning and preparation.
Excellent problem-solving skills and attention to detail.
Ability to work independently and meet project deadlines.
Key Responsibilities:
Fine-Tuning a Pre-Trained LLM: Apply advanced fine-tuning methods to adapt a pre-existing LLM to our specific domain.
Implementing RAG: Integrate Retrieval-Augmented Generation for enhanced contextual understanding and response generation.
Data Processing: You will be provided with a substantial dataset in the form of books relevant to our domain. Your task will include comprehensive data cleaning and preparation to ensure the data is suitable for training the LLM.
Chatbot Development: Develop a responsive and accurate chatbot using the tailored LLM, ensuring it meets our specific requirements for domain-related queries and interactions.
Testing and Iteration: Conduct thorough testing of the chatbot, making necessary adjustments based on performance metrics and feedback.
Qualifications:
Proven experience in LLM development and fine-tuning.
Strong understanding of RAG and its applications in chatbot technology.
Proficiency in data cleaning and preparation.
Excellent problem-solving skills and attention to detail.
Ability to work independently and meet project deadlines.