Donghyun Kwak's starred repositories
reka-vibe-eval
Multimodal language model benchmark, featuring challenging examples
reverse_eng_deepspeed_study
DeepSpeed Study, focused on reverse engineering and enhancing documentation
Orion
Orion-14B is a family of models includes a 14B foundation LLM, and a series of models: a chat model, a long context model, a quantized model, a RAG fine-tuned model, and an Agent fine-tuned model. Orion-14B 系列模型包括一个具有140亿参数的多语言基座大模型以及一系列相关的衍生模型,包括对话模型,长文本模型,量化模型,RAG微调模型,Agent微调模型等。
Awesome-LLM-Robotics
A comprehensive list of papers using large language/multi-modal models for Robotics/RL, including papers, codes, and related websites
ml-engineering
Machine Learning Engineering Open Book
webdataset
A high-performance Python-based I/O system for large (and small) deep learning problems, with strong support for PyTorch.
gsm8k-ScRel
Codes and Data for Scaling Relationship on Learning Mathematical Reasoning with Large Language Models
public-apis
A collective list of free APIs
openai-python
The official Python library for the OpenAI API
leaked-system-prompts
Collection of leaked system prompts
lm-evaluation-harness
A framework for few-shot evaluation of language models.
custom-diffusion
Custom Diffusion: Multi-Concept Customization of Text-to-Image Diffusion (CVPR 2023)
InvokeAI
InvokeAI is a leading creative engine for Stable Diffusion models, empowering professionals, artists, and enthusiasts to generate and create visual media using the latest AI-driven technologies. The solution offers an industry leading WebUI, supports terminal use through a CLI, and serves as the foundation for multiple commercial products.
stable-diffusion-webui-docker
Easy Docker setup for Stable Diffusion with user-friendly UI
haystack
:mag: LLM orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data. With advanced retrieval methods, it's best suited for building RAG, question answering, semantic search or conversational agent chatbots.
minimal-text-diffusion
A minimal implementation of diffusion models for text generation