We are seeking an experienced AI developer to fine-tune a specific chatbot model for enhanced functionality. Our project involves the Yi-34B Chat model from Hugging Face (https://huggingface.co/01-ai/Yi-34B-Chat), which we aim to optimize for function calling capabilities.
Key Responsibilities:
Analyze and understand the existing Yi-34B Chat model structure and capabilities.
Develop a strategy for integrating function calling into the model without disrupting its natural chat abilities.
Utilize the Glaive Function Calling v2 dataset (https://huggingface.co/datasets/glaiveai/glaive-function-calling-v2/viewer/default/train?p=1) for fine-tuning purposes.
Implement modifications that enable the model to recognize when to initiate function calling during conversations.
Ensure that the model maintains its proficiency in handling standard chat interactions.
Conduct thorough testing to verify the functionality and reliability of the fine-tuned model.
Provide documentation and guidance for utilizing the updated model effectively.
Requirements:
Strong background in AI and machine learning, particularly in natural language processing and chatbot development.
Proven experience with Hugging Face models and familiarity with the Yi-34B Chat model.
Expertise in fine-tuning large-scale AI models for specific functionalities.
Ability to work with datasets like Glaive Function Calling v2 and adapt them for model training.
Excellent problem-solving skills and attention to detail.
What We Provide:
Access to the necessary GPUs for fine-tuning the model.
Collaboration with our team for guidance and support.
A platform to showcase your expertise in a cutting-edge AI development project.
We are excited to collaborate with a talented individual who shares our vision for advancing AI chatbot technology. If you have the skills and passion for this project, we look forward to your application.
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