rajs96

llm-course

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

llama_index

LlamaIndex is a data framework for your LLM applications

stanford_alpaca

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

xgboost

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow

recommenders

Best Practices on Recommendation Systems

label-studio

Label Studio is a multi-type data labeling and annotation tool with standardized output format

dagster

An orchestration platform for the development, production, and observation of data assets.

great_expectations

Always know what to expect from your data.

LLMsPracticalGuide

A curated list of practical guide resources of LLMs (LLMs Tree, Examples, Papers)

WizardLM

LLMs build upon Evol Insturct: WizardLM, WizardCoder, WizardMath

BLIP

PyTorch code for BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation

self-instruct

Aligning pretrained language models with instruction data generated by themselves.

notebooks

Jupyter notebooks for the Natural Language Processing with Transformers book

adrenaline

Instant answers to any programming question

LLM-As-Chatbot

LLM as a Chatbot Service

Tensor-Puzzles

Solve puzzles. Improve your pytorch.

examples

Jupyter Notebooks to help you get hands-on with Pinecone vector databases

Dromedary

Dromedary: towards helpful, ethical and reliable LLMs.

llama-chat

A boilerplate for creating a Llama 3 chat app

LLM-Training-Puzzles

What would you do with 1000 H100s...

parallelformers

Parallelformers: An Efficient Model Parallelization Toolkit for Deployment

AlignLLMHumanSurvey

Aligning Large Language Models with Human: A Survey

deep-learning-pytorch-huggingface

easyllm

pykoi-rlhf-finetuned-transformers

pykoi: Active learning in one unified interface

Building-with-Instruction-Tuned-LLMs-A-Step-by-Step-Guide

Resources relating to the DLAI event: https://www.youtube.com/watch?v=eTieetk2dSw

sycophancy-intervention

Scripts for generating synthetic finetuning data for reducing sycophancy.

sagemaker-huggingface-llama-2-samples

sagemaker-falcon-180b-samples

Auto-Age-Labeler

A web application that uses artificial intelligence to automatically label voice datasets with the age of the speaker.