chunfeng114

CVPR-2024-Papers

awesome-reasoning

a curated list of data for reasoning ai

alpaca-lora

Instruct-tune LLaMA on consumer hardware

stanford_alpaca

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

VisCPM

[ICLR'24 spotlight] Chinese and English Multimodal Large Model Series (Chat and Paint) | 基于CPM基础模型的中英双语多模态大模型系列

Awesome-Chinese-LLM

整理开源的中文大语言模型，以规模较小、可私有化部署、训练成本较低的模型为主，包括底座模型，垂直领域微调及应用，数据集与教程等。

Awesome-LLM-Inference

📖A curated list of Awesome LLM Inference Paper with codes, TensorRT-LLM, vLLM, streaming-llm, AWQ, SmoothQuant, WINT8/4, Continuous Batching, FlashAttention, PagedAttention etc.

LLaMA2-Accessory

An Open-source Toolkit for LLM Development

LLaMA-Adapter

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

peft

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

Stable-Alignment

Multi-agent Social Simulation + Efficient, Effective, and Stable alternative of RLHF. Code for the paper "Training Socially Aligned Language Models in Simulated Human Society".

trl

Train transformer language models with reinforcement learning.

stablediffusion

High-Resolution Image Synthesis with Latent Diffusion Models

LM_bias

[ICML 2021] Towards Understanding and Mitigating Social Biases in Language Models

llm-alignment-survey

A curated reading list for large language model (LLM) alignment. Take a look at our new survey "Large Language Model Alignment: A Survey" for more details!

AlignLLMHumanSurvey

Aligning Large Language Models with Human: A Survey

disentanglement_lib

disentanglement_lib is an open-source library for research on learning disentangled representations.

awesome-disentangled-representations

A curated list of papers on disentangled representation learning inspired by https://github.com/sootlasten/disentangled-representation-papers and https://github.com/matthewvowels1/Awesome-VAEs.

disentangled-representation-learning

Unsupervised Learning Research Project - An attempt to combine some ideas on generative networks and disentangled representation learning

DRL

[arXiv22] Disentangled Representation Learning for Text-Video Retrieval

disentangled-representation-papers

A curated list of research papers related to learning disentangled representations

ICCV-2023-Papers

moe-paper-models

A sumary of MoE experimental setups across a number of different papers.

LLM-Agent-Survey

ml-visuals

🎨 ML Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.

awesome-ensemble-learning

Ensemble learning related books, papers, videos, and toolboxes

FastChat

An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.

vllm

A high-throughput and memory-efficient inference and serving engine for LLMs

XAgent

An Autonomous LLM Agent for Complex Task Solving

LMFlow

An Extensible Toolkit for Finetuning and Inference of Large Foundation Models. Large Models for All.