Looking for experienced Machine Learning Developer for ongoing (project/consulting).
This project is aimed at finetuning an uncensored version of Llama 2 on custom data that will be provided. This assignment is a mix of project work and ML tutoring to help understand AI better. We are interested in opensource models with minimum dependency on third-party tools, preserving privacy with little to no call outs/api, data leaks.
-Must have deep understanding of current Opensource LLM's especially Meta's Llama 2.
-Troubleshooting common finetuning errors, runtime, loading errors, output errors, hallucinations.
-Hardware requirements for local storage and inference needs
-Ability to speak to pros and cons of current capabilities
-Ability to speak to experimental approaches to finetuning
-Understanding of HuggingFace, CLI's like Oobabooga vs Gradio Interface , Langchain
-Setup for local use primarily and cloud (Colab)
-Preprocess data from targeted webscraping, existing files with file types that are PDFs, CSV, txt.
-Fine Tune the Llama 2 model 7b and 13b on custom data (Helping Draft Step by Step Guide)
The ultimate goal is to achieve a finely-tuned 7b/13b Llama 2 model on custom data that can be effectively employed for chat and instructional purposes.
Project Time: Ongoing
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