I'm seeking an expert to enlighten me on the intricacies of training and fine-tuning pretrained LLM models.
My goal is to leverage these models for text generation, text classification, and question-and-answer applications. To that end, the key areas of focus during our Q&A session will be:
- Strategies to choose the right dataset for these applications.
- Techniques to optimize hyperparameters to realize optimal performance.
- Ways to counter overfitting issues to guarantee model generality.
For this project, Python will be our preferred programming language. Ideal bidders should have solid experience in Python and a deep understanding of LLM models. Your proficiency in handling overfitting, optimizing hyperparameters, and selecting appropriate datasets will be invaluable. Let's decode the mysteries of LLMs together.
Hi,
I hope you are doing fine.
I have almost 10 years of experience in machine learning algorithms. I can implement various types of artificial intelligence algorithms including yours with Matlab, Python and etc. I have PhD from Tohoku University and have several journal publications on the subjects. You can see portfolio for my previous projects.
I read about your project and am interested in working with you. Please send me a message so that we can discuss more.
Best regards.
I have completed multiple NLP and ML projects to seamlessly train and fine tune a LLM that can be used for Text Generation, Classification and Q&A Models. I have certifications in NLP and Deep Learning which makes me a suitable candidate for the job.
After reviewing your project requirements, I'm excited to express my strong interest. My extensive experience with LLM integration and fine-tuning positions me well to contribute to your success.
Leveraging Retrieval-Augmented Generation (RAG) techniques, I can ensure your project benefits from the combined strengths of a large language model and your specific data. My proven track record with RAG projects using LLM and VectorStore demonstrates my ability to deliver high-quality solutions.
Utilizing Python and Langchain, I'm confident in my ability to efficiently complete your project to your satisfaction. If you'd like to discuss how my expertise aligns with your needs, please feel free to contact me.