LongRecipe: Recipe for Efficient Long Context Generalization in Large Language Models
☆79Oct 16, 2024Updated last year
Alternatives and similar repositories for LongRecipe
Users that are interested in LongRecipe are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Homepage for ProLong (Princeton long-context language models) and paper "How to Train Long-Context Language Models (Effectively)"☆247Sep 12, 2025Updated 6 months ago
- [NeurIPS 2024] Uncertainty of Thoughts: Uncertainty-Aware Planning Enhances Information Seeking in Large Language Models☆106Aug 5, 2024Updated last year
- AdaptiveStep: Automatically Dividing Reasoning Step through Model Confidence☆10Mar 2, 2025Updated last year
- Official code of paper "Beyond 'Aha!': Toward Systematic Meta-Abilities Alignment in Large Reasoning Models"☆87May 27, 2025Updated 10 months ago
- [COLM'25] A Controlled Study on Long Context Extension and Generalization in LLMs☆64Mar 9, 2026Updated 3 weeks ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- [ACL 24 Findings] Implementation of Resonance RoPE and the PosGen synthetic dataset.☆24Mar 5, 2024Updated 2 years ago
- The official implementation of "ICDPO: Effectively Borrowing Alignment Capability of Others via In-context Direct Preference Optimization…☆16Feb 15, 2024Updated 2 years ago
- [AAAI’24 Main] READ: Recurrent Adapter with Partial Video-Language Alignment for Parameter-Efficient Transfer Learning in Low-Resource Vi…☆10Jan 24, 2025Updated last year
- [EMNLP’24 Main] Encoding and Controlling Global Semantics for Long-form Video Question Answering☆18Oct 9, 2024Updated last year
- Positional Skip-wise Training for Efficient Context Window Extension of LLMs to Extremely Length (ICLR 2024)☆209May 20, 2024Updated last year
- The this is the official implementation of "DAPE: Data-Adaptive Positional Encoding for Length Extrapolation"☆41Oct 11, 2024Updated last year
- Code for ICLR 2025 Paper "What is Wrong with Perplexity for Long-context Language Modeling?"☆110Oct 11, 2025Updated 5 months ago
- ☆51Mar 9, 2026Updated 2 weeks ago
- ☆10Apr 7, 2024Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Implementation of paper Data Engineering for Scaling Language Models to 128K Context☆490Mar 19, 2024Updated 2 years ago
- [ACL 2024 (Oral)] A Prospector of Long-Dependency Data for Large Language Models☆60Jul 23, 2024Updated last year
- Evaluating the faithfulness of long-context language models☆30Oct 21, 2024Updated last year
- LongRoPE is a novel method that can extends the context window of pre-trained LLMs to an impressive 2048k tokens.☆282Oct 28, 2025Updated 5 months ago
- open-source code for paper: Retrieval Head Mechanistically Explains Long-Context Factuality☆236Aug 2, 2024Updated last year
- ☆29May 4, 2024Updated last year
- [ICML'24] Data and code for our paper "Training-Free Long-Context Scaling of Large Language Models"☆450Oct 16, 2024Updated last year
- ACL 2024 | LooGLE: Long Context Evaluation for Long-Context Language Models☆195Oct 8, 2024Updated last year
- Efficient retrieval head analysis with triton flash attention that supports topK probability☆13Jun 15, 2024Updated last year
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Layer-Condensed KV cache w/ 10 times larger batch size, fewer params and less computation. Dramatic speed up with better task performance…☆157Apr 7, 2025Updated 11 months ago
- Code and Data for "Long-context LLMs Struggle with Long In-context Learning" [TMLR2025]☆112Feb 20, 2025Updated last year
- Code for paper: Long cOntext aliGnment via efficient preference Optimization☆24Oct 10, 2025Updated 5 months ago
- ☆29Aug 30, 2024Updated last year
- 🫧 Code for Holistic Reasoning with Long-Context LMs: A Benchmark for Database Operations on Massive Textual Data (Maekawa*, Iso* et al.…☆12Feb 25, 2025Updated last year
- [ICLR 2024] CLEX: Continuous Length Extrapolation for Large Language Models☆78Mar 12, 2024Updated 2 years ago
- Code for the arXiv preprint "The Unreasonable Effectiveness of Easy Training Data"☆48Jan 17, 2024Updated 2 years ago
- RAG-RewardBench: Benchmarking Reward Models in Retrieval Augmented Generation for Preference Alignment☆16Dec 19, 2024Updated last year
- LongProc: Benchmarking Long-Context Language Models on Long Procedural Generation☆33Feb 26, 2026Updated last month
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- Official repository of paper "RNNs Are Not Transformers (Yet): The Key Bottleneck on In-context Retrieval"☆27Apr 17, 2024Updated last year
- Codebase for Math Neurosurgery: Isolating LLMs' Math Reasoning Abilities Using Only Forward Passes☆21Jun 15, 2025Updated 9 months ago
- BABILong is a benchmark for LLM evaluation using the needle-in-a-haystack approach.☆243Sep 2, 2025Updated 6 months ago
- Extending context length of visual language models☆12Dec 18, 2024Updated last year
- Is In-Context Learning Sufficient for Instruction Following in LLMs? [ICLR 2025]☆32Jan 23, 2025Updated last year
- Code release for "TempLM: Distilling Language Models into Template-Based Generators"☆14Jul 21, 2022Updated 3 years ago
- Some preliminary explorations of Mamba's context scaling.☆218Feb 8, 2024Updated 2 years ago