[ICML'24 Spotlight] LLM Maybe LongLM: Self-Extend LLM Context Window Without Tuning
☆668Jun 1, 2024Updated 2 years ago
Alternatives and similar repositories for LongLM
Users that are interested in LongLM are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [ICML'24] Data and code for our paper "Training-Free Long-Context Scaling of Large Language Models"☆449Oct 16, 2024Updated last year
- an implementation of Self-Extend, to expand the context window via grouped attention☆118Jan 7, 2024Updated 2 years ago
- Positional Skip-wise Training for Efficient Context Window Extension of LLMs to Extremely Length (ICLR 2024)☆208May 20, 2024Updated 2 years ago
- Implementation of paper Data Engineering for Scaling Language Models to 128K Context☆499Mar 19, 2024Updated 2 years ago
- Official implementation for 'Extending LLMs’ Context Window with 100 Samples'☆83Jan 18, 2024Updated 2 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- YaRN: Efficient Context Window Extension of Large Language Models☆1,788Apr 17, 2024Updated 2 years ago
- Code and documents of LongLoRA and LongAlpaca (ICLR 2024 Oral)☆2,688Aug 14, 2024Updated 2 years ago
- The code of our paper "InfLLM: Unveiling the Intrinsic Capacity of LLMs for Understanding Extremely Long Sequences with Training-Free Mem…☆409Apr 20, 2024Updated 2 years ago
- We have created a new Github repository. Please visit https://github.com/ynchuang/DiscoverPath for the latest update.☆17Sep 3, 2023Updated 3 years ago
- [ICML 2024] KIVI: A Tuning-Free Asymmetric 2bit Quantization for KV Cache☆433Nov 20, 2025Updated 9 months ago
- LongBench v2 and LongBench (ACL 25'&24')☆1,238Jan 15, 2025Updated last year
- Memory optimization and training recipes to extrapolate language models' context length to 1 million tokens, with minimal hardware.☆761Sep 27, 2024Updated last year
- Token Omission Via Attention☆129Oct 13, 2024Updated last year
- ☆333Jul 10, 2025Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- [NeurIPS'24 Spotlight, ICLR'25, ICML'25] To speed up Long-context LLMs' inference, approximate and dynamic sparse calculate the attention…☆1,229Sep 10, 2026Updated last week
- Implementation of the LongRoPE: Extending LLM Context Window Beyond 2 Million Tokens Paper☆154Jul 20, 2024Updated 2 years 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
- [ICLR 2024] CLEX: Continuous Length Extrapolation for Large Language Models☆78Mar 12, 2024Updated 2 years ago
- [COLM'25] A Controlled Study on Long Context Extension and Generalization in LLMs☆65Mar 9, 2026Updated 6 months ago
- Tools for merging pretrained large language models.☆7,356Sep 12, 2026Updated last week
- ☆22Oct 3, 2024Updated last year
- Extend existing LLMs way beyond the original training length with constant memory usage, without retraining☆734Apr 10, 2024Updated 2 years ago
- Homepage for ProLong (Princeton long-context language models) and paper "How to Train Long-Context Language Models (Effectively)"☆266Sep 12, 2025Updated last year
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Implementation of NAACL 2024 Outstanding Paper "LM-Infinite: Simple On-the-Fly Length Generalization for Large Language Models"☆153Mar 13, 2025Updated last year
- [ICLR 2024] Efficient Streaming Language Models with Attention Sinks☆7,266Jul 11, 2024Updated 2 years ago
- [ICML 2024] CLLMs: Consistency Large Language Models☆418Nov 16, 2024Updated last year
- Code for the paper "QMoE: Practical Sub-1-Bit Compression of Trillion-Parameter Models".☆278Nov 3, 2023Updated 2 years ago
- The this is the official implementation of "DAPE: Data-Adaptive Positional Encoding for Length Extrapolation"☆41Oct 11, 2024Updated last year
- [EMNLP'24] LongHeads: Multi-Head Attention is Secretly a Long Context Processor☆32Apr 8, 2024Updated 2 years ago
- LongQLoRA: Extent Context Length of LLMs Efficiently☆168Nov 12, 2023Updated 2 years ago
- BABILong is a benchmark for LLM evaluation using the needle-in-a-haystack approach.☆257Jun 1, 2026Updated 3 months ago
- Reference implementation of Megalodon 7B model☆527May 17, 2025Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Doing simple retrieval from LLM models at various context lengths to measure accuracy☆2,386Jun 8, 2026Updated 3 months ago
- [ACL 2024] Long-Context Language Modeling with Parallel Encodings☆168Jun 13, 2024Updated 2 years ago
- [ICML 2026] Decoding Tree Sketching (DTS): a training-free & model agonistic & plug-in framework for LLM parallel reasoning.☆72May 12, 2026Updated 4 months ago
- ☆1,592Mar 25, 2026Updated 5 months ago
- Medusa: Simple Framework for Accelerating LLM Generation with Multiple Decoding Heads☆2,773Jun 25, 2024Updated 2 years ago
- [EMNLP'23, ACL'24] To speed up LLMs' inference and enhance LLM's perceive of key information, compress the prompt and KV-Cache, which ach…☆6,682Sep 10, 2026Updated last week
- Serving multiple LoRA finetuned LLM as one☆1,175May 8, 2024Updated 2 years ago