Rundong-Li

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University of Chinese Academy of Sciences

Beijing, PRC

lirundong16@mails.ucas.edu.cn

RundongLi (李润东)'s starred repositories

nanoGPT

The simplest, fastest repository for training/finetuning medium-sized GPTs.

Language:PythonMIT35339 359 306

open-webui

User-friendly WebUI for LLMs (Formerly Ollama WebUI)

Language:SvelteMIT34151 187 1668

LLM101n

LLM101n: Let's build a Storyteller

generative_agents

Generative Agents: Interactive Simulacra of Human Behavior

Apache-2.015989 132 120

unsloth

Finetune Llama 3.1, Mistral, Phi & Gemma LLMs 2-5x faster with 80% less memory

Language:PythonApache-2.013579 90 661

mamba

Mamba SSM architecture

Language:PythonApache-2.012013 98 451

llama3-from-scratch

llama3 implementation one matrix multiplication at a time

Language:Jupyter NotebookMIT11672 83 14

MemGPT

Create LLM agents with long-term memory and custom tools 📚🦙

Language:PythonApache-2.011010 113 684

text-generation-inference

Large Language Model Text Generation Inference

Language:PythonApache-2.08512 99 1241

MiniCPM-V

MiniCPM-Llama3-V 2.5: A GPT-4V Level Multimodal LLM on Your Phone

Language:PythonApache-2.08158 75 325

modelscope

ModelScope: bring the notion of Model-as-a-Service to life.

Language:PythonApache-2.06607 69 541

DeepSeek-Coder

DeepSeek Coder: Let the Code Write Itself

Language:PythonMIT6232 68 152

lm-evaluation-harness

A framework for few-shot evaluation of language models.

Language:PythonMIT6035 35 980

CogVLM

a state-of-the-art-level open visual language model | 多模态预训练模型

Language:PythonApache-2.05731 66 411

Firefly

Firefly: 大模型训练工具，支持训练Qwen2、Yi1.5、Phi-3、Llama3、Gemma、MiniCPM、Yi、Deepseek、Orion、Xverse、Mixtral-8x7B、Zephyr、Mistral、Baichuan2、Llma2、Llama、Qwen、Baichuan、ChatGLM2、InternLM、Ziya2、Vicuna、Bloom等大模型

Language:Python5394 54 271

Informer2020

The GitHub repository for the paper "Informer" accepted by AAAI 2021.

Language:PythonApache-2.05184 37 574

AutoGPTQ

An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.

Language:PythonMIT4189 33 437

GLM-4

GLM-4 series: Open Multilingual Multimodal Chat LMs | 开源多语言多模态对话模型

Language:PythonApache-2.04028 30 373

lmdeploy

LMDeploy is a toolkit for compressing, deploying, and serving LLMs.

Language:PythonApache-2.03664 31 1197

timesfm

TimesFM (Time Series Foundation Model) is a pretrained time-series foundation model developed by Google Research for time-series forecasting.

Language:PythonApache-2.03321 32 71

DeepSeek-V2

DeepSeek-V2: A Strong, Economical, and Efficient Mixture-of-Experts Language Model

AIOS

AIOS: LLM Agent Operating System

Language:PythonMIT3096 48 28

llm-awq

[MLSys 2024 Best Paper Award] AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration

Language:PythonMIT2201 24 161

chronos-forecasting

Chronos: Pretrained (Language) Models for Probabilistic Time Series Forecasting

Language:PythonApache-2.02188 24 64

CogVLM2

GPT4V-level open-source multi-modal model based on Llama3-8B

Language:PythonApache-2.01698 25 152

alpaca_eval

An automatic evaluator for instruction-following language models. Human-validated, high-quality, cheap, and fast.

Language:Jupyter NotebookApache-2.01357 7 135

LiveBench

LiveBench: A Challenging, Contamination-Free LLM Benchmark

Language:PythonNOASSERTION159 6 16

skyrim

🌎 🤝 AI weather models united

Language:Jupyter NotebookApache-2.0145 6 6

python-time-series-handbook

Material for the course "Time series analysis with Python"

Language:Jupyter NotebookMIT83 4 1

Awesome-TimeSeries-LLM-FM

The collection of resources about LLM for Time series tasks