[AAAI-23 Oral] Official implementation of the paper "Are Transformers Effective for Time Series Forecasting?"

Code release for "Non-stationary Transformers: Exploring the Stationarity in Time Series Forecasting" (NeurIPS 2022), https://arxiv.org/abs/2205.14415

[PVLDB 2024 Best Paper Nomination] TFB: Towards Comprehensive and Fair Benchmarking of Time Series Forecasting Methods

A reading list for large models safety, security, and privacy (including Awesome LLM Security, Safety, etc.).

A Library for Advanced Deep Time Series Models.

金融时间序列（预测分析 / 相似度 / 数据处理）

A library for advanced large language model reasoning

This repository contains a reading list of papers on Time Series Forecasting/Prediction (TSF) and Spatio-Temporal Forecasting/Prediction (STF). These papers are mainly categorized according to the …

主要记录大语言大模型（LLMs） 算法（应用）工程师相关的知识及面试题

Repository for Interleaving Retrieval with Chain-of-Thought Reasoning for Knowledge-Intensive Multi-Step Questions, ACL23

Official Implementation of "Multi-Head RAG: Solving Multi-Aspect Problems with LLMs"

Simple and efficient pytorch-native transformer text generation in <1000 LOC of python.

[Preprint] Learning to Filter Context for Retrieval-Augmented Generaton

the resources about the application based on LLM with RAG pattern

总结Prompt&LLM论文，开源数据&模型，AIGC应用

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

该仓库主要记录 LLMs 算法工程师相关的顶会论文研读笔记（多模态、PEFT、小样本QA问答、RAG、LMMs可解释性、Agents、CoT）

A set of LLM Tutorials from my youtube channel

A set of LangChain Tutorials from my youtube channel

This repository collects papers for "A Survey on Knowledge Distillation of Large Language Models". We break down KD into Knowledge Elicitation and Distillation Algorithms, and explore the Skill & V…

本项目旨在分享大模型相关技术原理以及实战经验。

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。

Official implementation for "Automatic Chain of Thought Prompting in Large Language Models" (stay tuned & more will be updated)

CodeGeeX: An Open Multilingual Code Generation Model (KDD 2023)

MLNLP社区用来帮助大家避免论文投稿小错误的整理仓库。 Paper Writing Tips

A cross-platform ChatGPT/Gemini UI (Web / PWA / Linux / Win / MacOS). 一键拥有你自己的跨平台 ChatGPT/Gemini 应用。

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