Paper list and datasets for the paper: A Survey on Data Selection for LLM Instruction Tuning

Train transformer language models with reinforcement learning.

Deita: Data-Efficient Instruction Tuning for Alignment [ICLR2024]

State-of-the-art LLM-based translation models.

大模型基础: 一文了解大模型基础知识

Official style files for papers submitted to venues of the Association for Computational Linguistics

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

A python package for sampling from determinantal point processes

Is ChatGPT Good at Search? LLMs as Re-Ranking Agent [EMNLP 2023 Outstanding Paper Award]

Langchain-Chatchat（原Langchain-ChatGLM, Qwen 与 Llama 等）基于 Langchain 与 ChatGLM 等语言模型的 RAG 与 Agent 应用 | Langchain-Chatchat (formerly langchain-ChatGLM), local knowledge based LLM (like ChatGLM, Qwen a…

Code for the ICLR'24 paper: MT-RANKER : Reference-free machine translation evaluation by inter-system ranking

A curated list of awesome instruction tuning datasets, models, papers and repositories.

🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch and FLAX.

This repository is to collect keyphrase prediction resource.

Example models using DeepSpeed

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

Zero-shot Document Ranking with Large Language Models.

EMNLP'2023 (Findings): Large Language Model Is Not a Good Few-shot Information Extractor, but a Good Reranker for Hard Samples!

[PGAI@CIKM 2023] PyTorch Implementation of LlamaRec: Two-Stage Recommendation using Large Language Models for Ranking

Source code for paper "Document-Level Relation Extraction with Adaptive Thresholding and Localized Context Pooling", AAAI 2021

Keyphrase Generation

Code for the ACL 19 paper "Neural Keyphrase Generation via Reinforcement Learning with Adaptive Rewards"

Grab GPU whenever available

Source code for ACL 2023 Findings paper "Making Pre-trained Language Models both Task-solvers and Self-calibrators"

(IJCV 2024&ECCV 2020 Oral) Suppress and Balance: A Simple Gated Network for Salient Object Detection

CVPR 2020 oral paper: Overcoming Classifier Imbalance for Long-tail Object Detection with Balanced Group Softmax.

Code for CVPR 2019 paper "Libra R-CNN: Towards Balanced Learning for Object Detection"