该仓库主要记录 大模型（LLMs） 算法工程师相关的面试题

This includes the original implementation of SELF-RAG: Learning to Retrieve, Generate and Critique through self-reflection by Akari Asai, Zeqiu Wu, Yizhong Wang, Avirup Sil, and Hannaneh Hajishirzi.

Official Implementation of "GEAR: Augmenting Language Models with Generalizable and Efficient Tool Resolution"

A Python implementation of Toolformer using Huggingface Transformers

Official repo for SAC3: Reliable Hallucination Detection in Black-Box Language Models via Semantic-aware Cross-check Consistency

Official repo of Respond-and-Respond: data, code, and evaluation

The repository for the survey paper <<Survey on Large Language Models Factuality: Knowledge, Retrieval and Domain-Specificity>>

A package to evaluate factuality of long-form generation. Original implementation of our EMNLP 2023 paper "FActScore: Fine-grained Atomic Evaluation of Factual Precision in Long Form Text Generation"

A Survey of Hallucination in Large Foundation Models

总结Prompt&LLM论文，开源数据&模型，AIGC应用

Reading list of hallucination in LLMs. Check out our new survey paper: "Siren’s Song in the AI Ocean: A Survey on Hallucination in Large Language Models"

Code for our EMNLP 2023 Paper: "LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language Models"

We develop benchmarks and analysis tools to evaluate the causal reasoning abilities of LLMs.

ChatGPT爆火，开启了通往AGI的关键一步，本项目旨在汇总那些ChatGPT的开源平替们，包括文本大模型、多模态大模型等，为大家提供一些便利

🦜🔗 Build context-aware reasoning applications

[ICLR 2024] Fine-tuning LLaMA to follow Instructions within 1 Hour and 1.2M Parameters

ChatGLM-6B: An Open Bilingual Dialogue Language Model | 开源双语对话语言模型

Official Implementation of Rectified Flow (ICLR2023 Spotlight)

A trend starts from "Chain of Thought Prompting Elicits Reasoning in Large Language Models".

(ෆ`꒳´ෆ) A Survey on Text-to-Image Generation/Synthesis.

Fine-grained Text Sentiment Transfer(ACL 2019)

A lightweight web dashboard for monitoring GPU usage

哔哩哔哩常用API调用。支持视频、番剧、用户、频道、音频等功能。原仓库地址：https://github.com/MoyuScript/bilibili-api

Release for Improved Denoising Diffusion Probabilistic Models

[ICLR'23] DiffuSeq: Sequence to Sequence Text Generation with Diffusion Models