Songyue-Guo

LLM-Agent-Paper-List

The paper list of the 86-page paper "The Rise and Potential of Large Language Model Based Agents: A Survey" by Zhiheng Xi et al.

opencompass

OpenCompass is an LLM evaluation platform, supporting a wide range of models (Llama3, Mistral, InternLM2,GPT-4,LLaMa2, Qwen,GLM, Claude, etc) over 100+ datasets.

ollama

Get up and running with Llama 3.1, Mistral, Gemma 2, and other large language models.

DeepDR-LLM

Integrated Image-based Deep Learning and Language Models for Primary Diabetes Care

FQora

FQora: Towards Fair Quality-based Data Market for Machine Learning

dive-into-llms

《动手学大模型Dive into LLMs》系列编程实践教程

storm

An LLM-powered knowledge curation system that researches a topic and generates a full-length report with citations.

MedicalGPT

MedicalGPT: Training Your Own Medical GPT Model with ChatGPT Training Pipeline. 训练医疗大模型，实现了包括增量预训练(PT)、有监督微调(SFT)、RLHF、DPO、ORPO。

LLaMA-Factory

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

llm-course

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

self-llm

《开源大模型食用指南》基于Linux环境快速部署开源大模型，更适合**宝宝的部署教程

chatgpt-prompts-for-academic-writing

This list of writing prompts covers a range of topics and tasks, including brainstorming research ideas, improving language and style, conducting literature reviews, and developing research plans.

WSGAN-paper

whisper

Robust Speech Recognition via Large-Scale Weak Supervision

hyper_label_model

A hyper label model to aggregate multiple weak labels in a single forward pass

ASTRA

Self-training with Weak Supervision (NAACL 2021)

CHMM-ALT

Code for "BERTifying the Hidden Markov Model for Multi-Source Weakly Supervised Named Entity Recognition"

wrench

[NeurIPS 2021] WRENCH: Weak supeRvision bENCHmark

Awesome-Weak-Supervision

A curated list of programmatic weak supervision papers and resources

FedDA

FedGR

DASFAA2023 FedGR Code Repository. Federated learning for double unbalance settings (sample quantities imbalance for different classes in client and label or class imbalance for different client cross-client)

FedNTD

(NeurIPS 2022) Official Implementation of "Preservation of the Global Knowledge by Not-True Distillation in Federated Learning"

FedGen

Code and data accompanying the FedGen paper

mdistiller

The official implementation of [CVPR2022] Decoupled Knowledge Distillation https://arxiv.org/abs/2203.08679 and [ICCV2023] DOT: A Distillation-Oriented Trainer https://openaccess.thecvf.com/content/ICCV2023/papers/Zhao_DOT_A_Distillation-Oriented_Trainer_ICCV_2023_paper.pdf

PFLlib

We expose this user-friendly algorithm library (with an integrated evaluation platform) for beginners who intend to start federated learning (FL) study

rebiber

A simple tool to update bib entries with their official information (e.g., DBLP or the ACL anthology).

Awesome-FL

Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)

FLBenchmark-toolkit

Federated Learning Framework Benchmark (UniFed)

CReFF-FL

ml-visuals

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