Code for ICLR 2025 Paper "What is Wrong with Perplexity for Long-context Language Modeling?"
☆110Oct 11, 2025Updated 5 months ago
Alternatives and similar repositories for LongPPL
Users that are interested in LongPPL are comparing it to the libraries listed below
Sorting:
- [COLM'25] A Controlled Study on Long Context Extension and Generalization in LLMs☆64Mar 9, 2026Updated last week
- Official repository of paper "RNNs Are Not Transformers (Yet): The Key Bottleneck on In-context Retrieval"☆27Apr 17, 2024Updated last year
- Homepage for ProLong (Princeton long-context language models) and paper "How to Train Long-Context Language Models (Effectively)"☆247Sep 12, 2025Updated 6 months ago
- Counting-Stars (★)☆83Nov 24, 2025Updated 3 months ago
- LongAttn ：Selecting Long-context Training Data via Token-level Attention☆15Jul 16, 2025Updated 8 months ago
- ☆36Feb 26, 2024Updated 2 years ago
- Code for paper: Long cOntext aliGnment via efficient preference Optimization☆24Oct 10, 2025Updated 5 months ago
- open-source code for paper: Retrieval Head Mechanistically Explains Long-Context Factuality☆236Aug 2, 2024Updated last year
- Parallel Associative Scan for Language Models☆18Jan 8, 2024Updated 2 years ago
- Code for the paper "Stack Attention: Improving the Ability of Transformers to Model Hierarchical Patterns"☆18Mar 15, 2024Updated 2 years ago
- A fusion of a linear layer and a cross entropy loss, written for pytorch in triton.☆75Aug 2, 2024Updated last year
- A repository for research on medium sized language models.☆78May 23, 2024Updated last year
- LONGAGENT: Scaling Language Models to 128k Context through Multi-Agent Collaboration☆11Mar 11, 2024Updated 2 years ago
- [ICML24] Official Implementation of "ETHER: Efficient Finetuning of Large-Scale Models with Hyperplane Reflections"☆16May 31, 2024Updated last year
- The this is the official implementation of "DAPE: Data-Adaptive Positional Encoding for Length Extrapolation"☆41Oct 11, 2024Updated last year
- ☆58Jul 9, 2024Updated last year
- Official Implementation of wd1☆24Sep 25, 2025Updated 5 months ago
- HGRN2: Gated Linear RNNs with State Expansion☆56Aug 20, 2024Updated last year
- ☆31Jul 2, 2023Updated 2 years ago
- ☆17Aug 1, 2025Updated 7 months ago
- [ICLR 2025 & COLM 2025] Official PyTorch implementation of the Forgetting Transformer and Adaptive Computation Pruning☆144Feb 25, 2026Updated 3 weeks ago
- Stick-breaking attention☆62Jul 1, 2025Updated 8 months ago
- ☆19Dec 4, 2025Updated 3 months ago
- LongRecipe: Recipe for Efficient Long Context Generalization in Large Language Models☆79Oct 16, 2024Updated last year
- Code for paper: [ICLR2025 Oral] FlexPrefill: A Context-Aware Sparse Attention Mechanism for Efficient Long-Sequence Inference☆164Oct 13, 2025Updated 5 months ago
- ☆56May 19, 2025Updated 10 months ago
- A comprehensive and efficient long-context model evaluation framework☆31Feb 25, 2026Updated 3 weeks ago
- The official implementation of paper: SimLayerKV: A Simple Framework for Layer-Level KV Cache Reduction.☆51Oct 18, 2024Updated last year
- Using FlexAttention to compute attention with different masking patterns☆47Sep 22, 2024Updated last year
- An efficient implementation of the NSA (Native Sparse Attention) kernel☆131Jun 24, 2025Updated 8 months ago
- Expanding linear RNN state-transition matrix eigenvalues to include negatives improves state-tracking tasks and language modeling without…☆21Mar 15, 2025Updated last year
- ☆29Jul 9, 2024Updated last year
- Engineering the state of RNN language models (Mamba, RWKV, etc.)☆32May 25, 2024Updated last year
- ☆68Jul 8, 2025Updated 8 months ago
- A framework to study AI models in Reasoning, Alignment, and use of Memory (RAM).☆344Dec 16, 2025Updated 3 months ago
- Reference implementation of "Softmax Attention with Constant Cost per Token" (Heinsen, 2024)☆24Jun 6, 2024Updated last year
- ☆20Nov 3, 2024Updated last year
- BABILong is a benchmark for LLM evaluation using the needle-in-a-haystack approach.☆241Sep 2, 2025Updated 6 months ago
- Official code for ICLR 2024 paper "Do Generated Data Always Help Contrastive Learning?"☆31Apr 4, 2024Updated last year