LLM Configuration & Training for Sociology Analysis
$750-1500 USD
Paid on delivery
LLM Configuration and Training Specialist (Llama 3)
We are looking for a Machine Learning specialist with experience in large language models (LLM), specifically Llama 3.1. The objective is to configure a training environment (on-premise or in the cloud), for training a specific model for analyzing responses to a sociological survey, fine tuning the model must be carried out and an evaluation pipeline must be designed.
The objective is to collaborate with a research team to train a unique and specialized survey data analysis model.
Main responsibilities:
Configure and maintain training infrastructure (PyTorch, Python, GPU, etc.).
Collaborate in the selection and cleaning of data.
Adjust the Llama 3 model to respond to specific sociology prompts.
Monitor and evaluate the quality of responses (metrics and validation).
Document and version the entire experimentation process.
Technical requirements:
Proven experience training or adjusting LLMs (Hugging Face, DeepSpeed).
Use of Python, PyTorch and NLP libraries.
Knowledge of MLOps (Git, Docker, cloud orchestrators).
Additional requirements:
Clear communication and collaborative approach.
Interest and/or experience in sociological or social research projects.
Project ID: #38980038
About the project
88 freelancers are bidding on average $1104 for this job
Hello, I understand that you are looking for a specialist to configure and train a Llama 3 model for analyzing responses to a sociological survey. My approach would involve setting up a robust training environment usi More
Hi, my name is Puru. I read your `LLM Configuration & Training for Sociology Analysis` project description carefully before bidding. I got what you need and ready to go ahead as soon as we can clarify further project d More
Hello, I trust you're doing well. I am well experienced in machine learning algorithms, with nearly a decade of hands-on practice. My expertise lies in developing various artificial intelligence algorithms, including More
The client is seeking a Machine Learning specialist with expertise in LLM, specifically Llama 3.1, to configure a training environment for analyzing responses to a sociological survey. I understand the importance of fi More
Hello, I am a Machine Learning specialist with extensive experience in training and fine-tuning large language models, including Llama 3.1. I have a strong background in configuring training environments using PyTorch, More
Dear Project Owner, I am a seasoned Machine Learning specialist with a strong background in large language models, particularly Llama 3.1. With 4 years of experience in Python, Machine Learning, Pytorch, LLaMA, and Hu More
Hello Roberto, I am excited to offer my expertise for the LLM Configuration and Training project focused on sociological analysis. With over 5 years of hands-on experience in Machine Learning and a strong background i More
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Hi, I'm an experienced Python developer with the necessary skills to complete your project. I already worked on NLP project topics including skill sets: • Proficiency in Machine Learning techniques, deep networks (CNN, More
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Hello Roberto, ✅ I am currently working in Social Data analysis and visualization using LLM and Python also, developed lots of project since 2007. I will show you that projects so it's surety for you to get perfect so More
