Scaling Llama 2 (7 - 70B) Fine-tuning on Multi-Node GPUs with Ray on Databricks

Scaling up fine-tuning and batch inferencing of LLMs such as Llama 2 (including 7B, 13B, and 70B variants) across multiple nodes without having to worry about the complexity of distributed systems.

Super Quick: Retrieval Augmented Generation Using Ollama

Unlocking the Power of Ollama Infrastructure for Local Execution of Open Source Models and Interacting with PDFs

Structured Data from LLMs — Langchain and Pydantic Output Parser

The People You Need at Your Company for LLM Capabilities

Your Local LLM using FastAPI

FastAPI is a modern, fast, and easy-to-use web framework for building APIs with Python. It is based on the standard Python pointer type and supports features such as data validation, documentation…

Using Chains and Agents for LLM Application Development

Step-by-step guide to using chains and agents in LangChain

Fine-Tuning Llama 2.0 with Single GPU Magic

Efficient-Tuning your own Language Model

How to Run the LLAMA Web UI on Collab or Locally?

Llama 2: A New LLMs Family Has Arrived

Use Llama 2 LLMs with Hugging Face and Transformers

How to Use Llama 2 with an API on AWS to Power Your AI Apps