llms zero to hero

We have hosted the application llms zero to hero in order to run this application in our online workstations with Wine or directly.

Quick description about llms zero to hero:

LLMs-Zero-to-Hero is an open-source educational project designed to guide learners through the complete process of understanding and building large language models from the ground up. The repository presents a structured learning pathway that begins with fundamental concepts in machine learning and progresses toward advanced topics such as model pre-training, fine-tuning, and deployment. Rather than relying entirely on existing frameworks, the project encourages readers to implement important components themselves in order to gain a deeper understanding of how modern language models work internally. It includes explanations of dense transformer architectures, mixture-of-experts models, training pipelines, and techniques used in contemporary LLM development.

Features:

• Step-by-step learning pathway for building large language models from scratch
• Hands-on implementation of transformer and mixture-of-experts architectures
• Tutorials covering pre-training, fine-tuning, and RLHF techniques
• Educational notebooks and code examples demonstrating model internals
• Integration with Video tutorials and explanatory materials
• Coverage of deployment, inference optimization, and model scaling techniques

Programming Language: Python.
Categories: