Popular GitHub Repositories for Long Term Future

The Memory layer for AI Agents

LLM based autonomous agent that conducts deep local and web research on any topic and generates a long report with citations.

Developer-friendly, serverless vector database for AI applications. Easily add long-term memory to your LLM apps!

中文LLaMA-2 & Alpaca-2大模型二期项目 + 64K超长上下文模型 (Chinese LLaMA-2 & Alpaca-2 LLMs with 64K long context models)

Official release of InternLM series (InternLM, InternLM2, InternLM2.5, InternLM3).

OP Vault ChatGPT: Give ChatGPT long-term memory using the OP Stack (OpenAI + Pinecone Vector Database). Upload your own custom knowledge base files (PDF, txt, epub, etc) using a simple React frontend.

InternLM-XComposer2.5-OmniLive: A Comprehensive Multimodal System for Long-term Streaming Video and Audio Interactions

Code and documents of LongLoRA and LongAlpaca (ICLR 2024 Oral)

About Code release for "Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting" (NeurIPS 2021), https://arxiv.org/abs/2106.13008

[ECCV 2022] XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory Model

Profile-Based Long-Term Memory for AI Applications

MoBA: Mixture of Block Attention for Long-Context LLMs

中文长文本分类、短句子分类、多标签分类、两句子相似度（Chinese Text Classification of Keras NLP, multi-label classify, or sentence classify, long or short），字词句向量嵌入层（embeddings）和网络层（graph）构建基类，FastText，TextCNN，CharCNN，TextRNN, RCNN, DCNN, DPCNN, VDCNN, CRNN, Bert, Xlnet, Albert, Attention, DeepMoji, HAN, 胶囊网络-CapsuleNet, Transformer-encode, Seq2seq, SWEM, LEAM, TextGCN

[ICLR 2025] LongWriter: Unleashing 10,000+ Word Generation from Long Context LLMs

? Must-read papers and blogs on LLM based Long Context Modeling ?

Deep Learning and Machine Learning stocks represent promising opportunities for both long-term and short-term investors and traders.

[CCS 2021] "DataLens: Scalable Privacy Preserving Training via Gradient Compression and Aggregation" by Boxin Wang*, Fan Wu*, Yunhui Long*, Luka Rimanic, Ce Zhang, Bo Li

For deep RL and the future of AI.

MagicTime: Time-lapse Video Generation Models as Metamorphic Simulators

MiniSora: A community aims to explore the implementation path and future development direction of Sora.