Kerem Turgutlu's starred repositories
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.
ml-engineering
Machine Learning Engineering Open Book
text-generation-inference
Large Language Model Text Generation Inference
TensorRT-LLM
TensorRT-LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and build TensorRT engines that contain state-of-the-art optimizations to perform inference efficiently on NVIDIA GPUs. TensorRT-LLM also contains components to create Python and C++ runtimes that execute those TensorRT engines.
instructor
structured outputs for llms
alignment-handbook
Robust recipes to align language models with human and AI preferences
python-pptx
Create Open XML PowerPoint documents in Python
awesome-mojo
A curated list of awesome Mojo 🔥 frameworks, libraries, software and resources
text2sql-data
A collection of datasets that pair questions with SQL queries.
multipack_sampler
Multipack distributed sampler for fast padding-free training of LLMs