Marcel Koller's starred repositories
LM_Finetune
Repo containing few notebooks on fine tuning of Language Models
llama-recipes
Scripts for fine-tuning Meta Llama3 with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization and Q&A. Supporting a number of candid inference solutions such as HF TGI, VLLM for local or cloud deployment. Demo apps to showcase Meta Llama3 for WhatsApp & Messenger.
llama_index
LlamaIndex is a data framework for your LLM applications
Amazing-Resources
List of references and online resources related to data science, machine learning and deep learning.
PatternLanguage
The Pattern Language used by the ImHex Hex Editor
LLMs-from-scratch
Implementing a ChatGPT-like LLM in PyTorch from scratch, step by step