Fine tune Llama 2 LLM with custom dataset — 2
Project detail
Title: Fine tune Llama 2 LLM with custom dataset
Overview:
I am looking for a skilled developer to assist me in fine-tuning the Llama 2 LLM model with a custom dataset. The dataset has 4 variables, I need assistance in training with 1 question and a brief explanation of how I can the duplicate this with other datasets in future.
I am looking for a freelancer with a substantial knowledge in the field and also someone with experience working with LoRA / QLoRA. There will be more complex projects to work on if the project is done well.
Preferred Programming Language:
– Python
Specialized Training on LLM:
– The need for specialized training on LLM is a custom dataset in CSV made up of questions, models answers, score for answers and guide to how it should be answered.
Timeline:
– There is a specific timeline for this project. I am only looking to work with Freelancers that are able to start immediately.
Ideal Skills and Experience:
– Proficiency in Python programming language
– Strong understanding of machine learning algorithms and techniques
– Experience with fine-tuning and customization of pre-trained models
– Familiarity with Llama 2 LLM model
– Ability to work within a specified timeline
– Experience with Colab