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InternLM - A Strong Agentic Model for Math, Reasoning, and Function Calling

Offered By: Sam Witteveen via YouTube

Tags

Mathematics Courses Machine Learning Courses Reasoning Courses Language Models Courses Hugging Face Courses Ollama Courses

Course Description

Overview

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Explore a comprehensive video analysis of InternLM, a large language model focused on math, reasoning, and function calling capabilities. Dive into the model's performance on the Hugging Face leaderboard, examine its GitHub repository, and learn about LMDeploy for efficient deployment. Discover Lagent, InternLM's agent framework, and review the research paper detailing its architecture. Investigate available models and datasets on Hugging Face, and see how to run InternLM on Ollama. Follow along with a hands-on Colab implementation, understanding the chat format and function calling features. Conclude with instructions for running InternLM locally using Ollama, gaining practical insights into this powerful language model's applications and potential.

Syllabus

Intro
Hugging Face Leaderboard
InternLM Github
InternLM: LMDeploy
InternLM: Lagent
InternLM Paper
InternLM Hugging Face Models and Datasets
InternLM on Ollama
Code Time
InternLM Hugging Face Implementation Colab
InternLM Chat Format
InternLM Function Calling
InternLM Running Locally through Ollama


Taught by

Sam Witteveen

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