Wloner0809's Stars
rasbt/LLMs-from-scratch
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
The-Run-Philosophy-Organization/run
润学全球官方指定GITHUB，整理润学宗旨、纲领、理论和各类润之实例；解决为什么润，润去哪里，怎么润三大问题； 并成为新**人的核心宗教，核心信念。
pengsida/learning_research
本人的科研经验
stanford-crfm/helm
Holistic Evaluation of Language Models (HELM), a framework to increase the transparency of language models (https://arxiv.org/abs/2211.09110). This framework is also used to evaluate text-to-image models in HEIM (https://arxiv.org/abs/2311.04287) and vision-language models in VHELM (https://arxiv.org/abs/2410.07112).
EleutherAI/lm-evaluation-harness
A framework for few-shot evaluation of language models.
meta-llama/llama-recipes
Scripts for fine-tuning Meta Llama with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization and Q&A. Supporting a number of candid inference solutions such as HF TGI, VLLM for local or cloud deployment. Demo apps to showcase Meta Llama for WhatsApp & Messenger.
hiyouga/LLaMA-Factory
Unified Efficient Fine-Tuning of 100+ LLMs (ACL 2024)
Lightning-AI/litgpt
20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.
Lightning-AI/lit-llama
Implementation of the LLaMA language model based on nanoGPT. Supports flash attention, Int8 and GPTQ 4bit quantization, LoRA and LLaMA-Adapter fine-tuning, pre-training. Apache 2.0-licensed.
Shark-NLP/OpenICL
OpenICL is an open-source framework to facilitate research, development, and prototyping of in-context learning.
Eladlev/AutoPrompt
A framework for prompt tuning using Intent-based Prompt Calibration
dair-ai/Prompt-Engineering-Guide
🐙 Guides, papers, lecture, notebooks and resources for prompt engineering
microsoft/LMOps
General technology for enabling AI capabilities w/ LLMs and MLLMs
AvivNavon/nash-mtl
Official implementation of "Multi-Task Learning as a Bargaining Game" [ICML 2022]
tomtang110/multi-task_loss_optimizer
Implement the Pareto Optimizer and pcgrad to make a self-adaptive loss for multi-task
namisan/mt-dnn
Multi-Task Deep Neural Networks for Natural Language Understanding
pb0316/thuhole_memories
median-research-group/LibMTL
A PyTorch Library for Multi-Task Learning
google-research/adapter-bert
microsoft/LoRA
Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"
huggingface/peft
🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.
bharathgs/Awesome-pytorch-list
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
CyC2018/CS-Notes
:books: 技术面试必备基础知识、Leetcode、计算机操作系统、计算机网络、系统设计
WLiK/LLM4Rec-Awesome-Papers
A list of awesome papers and resources of recommender system on large language model (LLM).
DefTruth/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.
hongleizhang/RSPapers
RSTutorials: A Curated List of Must-read Papers on Recommender System.
josephmisiti/awesome-machine-learning
A curated list of awesome Machine Learning frameworks, libraries and software.
ShowMeAI-Hub/awesome-AI-courses-notes-cheatsheets
全球顶级高校AI课程知识点笔记与速查表
liguodongiot/llm-action
本项目旨在分享大模型相关技术原理以及实战经验（大模型工程化、大模型应用落地）
Anduin2017/HowToCook
程序员在家做饭方法指南。Programmer's guide about how to cook at home (Simplified Chinese only).