gulsmyigit

openai-cookbook

Examples and guides for using the OpenAI API

shared_colab_notebooks

A Repo to store the Google Colaboratory Notebooks that I have created and shared

generative-ai-for-beginners

18 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/

Cyclical-Curriculum

Cyclical Curriculum Learning Code

llama

Inference code for Llama models

chatgpt-prompt-engineering

Jupyter code notebooks of "ChatGPT Prompt Engineering for Developers" by DeepLearning.AI and OpenAI.

auto-cot

Official implementation for "Automatic Chain of Thought Prompting in Large Language Models" (stay tuned & more will be updated)

chain-of-thought-hub

Benchmarking large language models' complex reasoning ability with chain-of-thought prompting

llm-course

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

fewshotqa

turkish-lora

llama-4bit-colab

llama-4bit-colab

FederatedScope

An easy-to-use federated learning platform

camoscio

Camoscio: An Italian instruction-tuned language model based on LLaMA

nlp_notebooks

Tensorflow, Pytorch, Huggingface Transformer, Fastai, etc. tutorial Colab Notebooks.

LLaMA-Adapter

[ICLR 2024] Fine-tuning LLaMA to follow Instructions within 1 Hour and 1.2M Parameters

qlora

QLoRA: Efficient Finetuning of Quantized LLMs

peft

🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

GPT3_text-davinci-003_Zeroshot_Classification

GPT3_text-davinci-003_Zeroshot_Classification

Alpaca_finetune_sentiment_analysis

stanford_alpaca

Code and documentation to train Stanford's Alpaca models, and generate the data.

alpaca-lora

Instruct-tune LLaMA on consumer hardware

my_notes

My small cheatsheets for data science, ML, computer science and more.

MWPToolkit

MWPToolkit is an open-source framework for math word problem(MWP) solvers.

RL4LMs

A modular RL library to fine-tune language models to human preferences

lm-human-preferences

Code for the paper Fine-Tuning Language Models from Human Preferences

trlx

A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)

following-instructions-human-feedback

summarize-from-feedback

Code for "Learning to summarize from human feedback"

PaLM-rlhf-pytorch

Implementation of RLHF (Reinforcement Learning with Human Feedback) on top of the PaLM architecture. Basically ChatGPT but with PaLM