[EMNLP 2023] Adapting Language Models to Compress Long Contexts
☆335Sep 9, 2024Updated last year
Alternatives and similar repositories for AutoCompressors
Users that are interested in AutoCompressors are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- The repo for In-context Autoencoder☆171May 11, 2024Updated 2 years ago
- Learning to Compress Prompts with Gist Tokens - https://arxiv.org/abs/2304.08467☆316Feb 14, 2025Updated last year
- The official repo for "LLoCo: Learning Long Contexts Offline"☆117Jun 15, 2024Updated last year
- [ACL 2024] Long-Context Language Modeling with Parallel Encodings☆170Jun 13, 2024Updated last year
- Pytorch implementation for "Compressed Context Memory For Online Language Model Interaction" (ICLR'24)☆63Apr 18, 2024Updated 2 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- [EMNLP 2023] Enabling Large Language Models to Generate Text with Citations. Paper: https://arxiv.org/abs/2305.14627☆517Oct 9, 2024Updated last year
- Compress your input to ChatGPT or other LLMs, to let them process 2x more content and save 40% memory and GPU time.☆419Feb 12, 2024Updated 2 years ago
- Recurrent Memory Transformer☆158Aug 14, 2023Updated 2 years ago
- LongBench v2 and LongBench (ACL 25'&24')☆1,174Jan 15, 2025Updated last year
- Landmark Attention: Random-Access Infinite Context Length for Transformers☆425Dec 20, 2023Updated 2 years ago
- "FiD-ICL: A Fusion-in-Decoder Approach for Efficient In-Context Learning" (ACL 2023)☆15Jul 24, 2023Updated 2 years ago
- Codes for the paper "∞Bench: Extending Long Context Evaluation Beyond 100K Tokens": https://arxiv.org/abs/2402.13718☆383Sep 25, 2024Updated last year
- [ICLR 2024] CLEX: Continuous Length Extrapolation for Large Language Models☆78Mar 12, 2024Updated 2 years ago
- [ICLR 2024] Sheared LLaMA: Accelerating Language Model Pre-training via Structured Pruning☆643Mar 4, 2024Updated 2 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- [COLM'25] A Controlled Study on Long Context Extension and Generalization in LLMs☆65Mar 9, 2026Updated 2 months ago
- Official implementation of Privacy Implications of Retrieval-Based Language Models (EMNLP 2023). https://arxiv.org/abs/2305.14888☆37Jun 10, 2024Updated last year
- [EMNLP 2023]Context Compression for Auto-regressive Transformers with Sentinel Tokens☆25Nov 6, 2023Updated 2 years ago
- [ICML'24] Data and code for our paper "Training-Free Long-Context Scaling of Large Language Models"☆450Oct 16, 2024Updated last year
- [Neurips2024] Source code for xRAG: Extreme Context Compression for Retrieval-augmented Generation with One Token☆180Jul 4, 2024Updated last year
- Official Implementation of ACL2023: Don't Parse, Choose Spans! Continuous and Discontinuous Constituency Parsing via Autoregressive Span …☆14Aug 25, 2023Updated 2 years ago
- 📰 Must-read papers and blogs on LLM based Long Context Modeling 🔥☆2,095May 17, 2026Updated last week
- Positional Skip-wise Training for Efficient Context Window Extension of LLMs to Extremely Length (ICLR 2024)☆209May 20, 2024Updated 2 years ago
- Public repo for the NeurIPS 2023 paper "Unlimiformer: Long-Range Transformers with Unlimited Length Input"☆1,064Mar 7, 2024Updated 2 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Homepage for ProLong (Princeton long-context language models) and paper "How to Train Long-Context Language Models (Effectively)"☆251Sep 12, 2025Updated 8 months ago
- RECOMP: Improving Retrieval-Augmented LMs with Compression and Selective Augmentation.☆148Jan 6, 2026Updated 4 months ago
- ☆23Jan 16, 2025Updated last year
- ACL 2024 | LooGLE: Long Context Evaluation for Long-Context Language Models☆194Oct 8, 2024Updated last year
- ☆189Jul 2, 2025Updated 10 months ago
- ☆25Oct 20, 2022Updated 3 years ago
- Code and Checkpoints for "Generate rather than Retrieve: Large Language Models are Strong Context Generators" in ICLR 2023.☆293Jan 29, 2023Updated 3 years ago
- ☆314Jul 10, 2025Updated 10 months ago
- KV Cache Compression, But What Must We Give in Return? A Comprehensive Benchmark of Long Context Capable Approaches. EMNLP Findings 2024☆90Feb 27, 2025Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Official implementation for the paper "DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models"☆555Jan 17, 2025Updated last year
- PyTorch + HuggingFace code for RetoMaton: "Neuro-Symbolic Language Modeling with Automaton-augmented Retrieval" (ICML 2022), including an…☆286Oct 20, 2022Updated 3 years ago
- GEAR: An Efficient KV Cache Compression Recipefor Near-Lossless Generative Inference of LLM☆183Jul 12, 2024Updated last year
- ☆52Jan 28, 2024Updated 2 years ago
- Code repository for supporting the paper "Atlas Few-shot Learning with Retrieval Augmented Language Models",(https//arxiv.org/abs/2208.03…☆559Apr 8, 2026Updated last month
- Naive Bayes-based Context Extension☆328Dec 9, 2024Updated last year
- Doing simple retrieval from LLM models at various context lengths to measure accuracy☆2,289Aug 17, 2024Updated last year