- Project Role : LLM Model Developer
- Project Role Description : Fine-tunes Large Language Models with emphasis on instruction fine-tuning and domain adaptation to enhance model relevance and performance in specific contexts.
- Must have skills : Large Language Models (LLMs)
- Good to have skills : NA
- Minimum 3 year(s) of experience is required
- Educational Qualification : 15 years full time education
Summary
As an LLM Model Developer, a typical day involves working closely with advanced language models to refine and adapt them for specific applications. This role focuses on enhancing the model's ability to understand and respond accurately within targeted domains by applying specialized fine-tuning techniques. The workday includes analyzing model outputs, iterating on training processes, and collaborating with team members to ensure the models meet the desired performance standards. Continuous evaluation and adjustment are key to maintaining the relevance and effectiveness of the language models in various contexts.
Roles & Responsibilities
- Expected to perform independently and become an SME.
- Required active participation/contribution in team discussions.
- Contribute in providing solutions to work related problems.
- Collaborate with cross-functional teams to integrate fine-tuned models into broader systems and workflows.
- Monitor and analyze model performance metrics to identify areas for improvement and implement necessary adjustments.
- Document fine-tuning processes and outcomes to support knowledge sharing and future development efforts.
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Professional & Technical Skills
- Must To Have Skills: Proficiency in Large Language Models (LLMs).
- Experience with natural language processing techniques and model training frameworks.
- Strong understanding of instruction fine-tuning and domain adaptation methodologies.
- Ability to work with large datasets and preprocess data for model training.
- Familiarity with evaluation metrics for language model performance and techniques for iterative improvement.
Additional Information
- The candidate should have minimum 3 years of experience in Large Language Models (LLMs).
- This position is based at our Chennai office.
- A 15 years full time education is required.
15 years full time education
About Accenture
Accenture is a leading global professional services company that helps the world’s leading businesses, governments and other organizations build their digital core, optimize their operations, accelerate revenue growth and enhance citizen services—creating tangible value at speed and scale. We are a talent- and innovation-led company with approximately 791,000 people serving clients in more than 120 countries. Technology is at the core of change today, and we are one of the world’s leaders in helping drive that change, with strong ecosystem relationships. We combine our strength in technology and leadership in cloud, data and AI with unmatched industry experience, functional expertise and global delivery capability. Our broad range of services, solutions and assets across Strategy & Consulting, Technology, Operations, Industry X and Song, together with our culture of shared success and commitment to creating 360° value, enable us to help our clients reinvent and build trusted, lasting relationships. We measure our success by the 360° value we create for our clients, each other, our shareholders, partners and communities. Visit us at www.accenture.com
