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paper-reading

深度学习经典、新论文逐段精读

Apache-2.02573000

LLM-Workshop

LLM Workshop by Sourab Mangrulkar

Language:Jupyter NotebookApache-2.031500

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。

MiniCPM

MiniCPM-2B: An end-side LLM outperforming Llama2-13B.

Language:PythonApache-2.0463300

llamafile

Distribute and run LLMs with a single file.

Language:C++NOASSERTION1841000

GaLore

GaLore: Memory-Efficient LLM Training by Gradient Low-Rank Projection

Language:PythonApache-2.0131300

unsloth

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

Language:PythonApache-2.01442900

flash-linear-attention

Efficient implementations of state-of-the-art linear attention models in Pytorch and Triton

Language:PythonMIT106500

Open-Sora

Open-Sora: Democratizing Efficient Video Production for All

Language:PythonApache-2.02127900

fucking-algorithm

刷算法全靠套路，认准 labuladong 就够了！English version supported! Crack LeetCode, not only how, but also why.

Language:Markdown12466800

inferflow

Inferflow is an efficient and highly configurable inference engine for large language models (LLMs).

Language:C++MIT23100

llama-moe

⛷️ LLaMA-MoE: Building Mixture-of-Experts from LLaMA with Continual Pre-training

Language:PythonApache-2.082600

min-LLM

Minimal code to train a Large Language Model (LLM).

Language:PythonMIT16100

Baichuan2

A series of large language models developed by Baichuan Intelligent Technology

Language:PythonApache-2.0406400

FasterTransformer

Transformer related optimization, including BERT, GPT

Language:C++Apache-2.0572200

LLMSpeculativeSampling

Fast inference from large lauguage models via speculative decoding

Language:Python46300

FlexGen

Running large language models on a single GPU for throughput-oriented scenarios.

Language:PythonApache-2.0910700

llama.cpp

LLM inference in C/C++

Language:C++MIT6370800

Chinese-text-correction-papers

text correction papers

MuCGEC

MuCGEC中文纠错数据集及文本纠错SOTA模型开源；Code & Data for our NAACL 2022 Paper "MuCGEC: a Multi-Reference Multi-Source Evaluation Dataset for Chinese Grammatical Error Correction"

Language:PythonApache-2.047800

gpt-engineer

Specify what you want it to build, the AI asks for clarification, and then builds it. Completely separate team and codebase from the AI Web App builder https://gptengineer.app

Language:PythonMIT5165600

langchain

🦜🔗 Build context-aware reasoning applications

Language:Jupyter NotebookMIT9087900

LLMsPracticalGuide

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

ToolBench

[ICLR'24 spotlight] An open platform for training, serving, and evaluating large language model for tool learning.

Language:PythonApache-2.0469700

Qwen

The official repo of Qwen (通义千问) chat & pretrained large language model proposed by Alibaba Cloud.

Language:PythonApache-2.01302700

lightllm

LightLLM is a Python-based LLM (Large Language Model) inference and serving framework, notable for its lightweight design, easy scalability, and high-speed performance.

Language:PythonApache-2.0221000

Awesome-LLM

Awesome-LLM: a curated list of Large Language Model

CC0-1.01679800

LLaMA-Factory

A WebUI for Efficient Fine-Tuning of 100+ LLMs (ACL 2024)

Language:PythonApache-2.02917800

Llama-Chinese

Llama中文社区，Llama3在线体验和微调模型已开放，实时汇总最新Llama3学习资料，已将所有代码更新适配Llama3，构建最好的中文Llama大模型，完全开源可商用

Language:Python1343100

GrammarGPT

The code and data for GrammarGPT.

Language:PythonApache-2.015000