Positional Skip-wise Training for Efficient Context Window Extension of LLMs to Extremely Length (ICLR 2024)
☆209May 20, 2024Updated 2 years ago
Alternatives and similar repositories for PoSE
Users that are interested in PoSE are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Dataset and baseline for Coling 2022 long paper (oral): "ConFiguRe: Exploring Discourse-level Chinese Figures of Speech"☆12Jul 27, 2023Updated 3 years ago
- [ICML'24] Data and code for our paper "Training-Free Long-Context Scaling of Large Language Models"☆451Oct 16, 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
- YaRN: Efficient Context Window Extension of Large Language Models☆1,811Apr 17, 2024Updated 2 years ago
- LongEmbed: Extending Embedding Models for Long Context Retrieval (EMNLP 2024)☆148Nov 9, 2024Updated 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.
- More Tokens, Lower Precision: Towards the Optimal Token-Precision Trade-off in KV Cache Compression(EMNLP 2025)☆12Jan 15, 2025Updated last year
- [ICLR 2024] CLEX: Continuous Length Extrapolation for Large Language Models☆78Mar 12, 2024Updated 2 years ago
- [ICML'24 Spotlight] LLM Maybe LongLM: Self-Extend LLM Context Window Without Tuning☆666Jun 1, 2024Updated 2 years ago
- Implementation of NAACL 2024 Outstanding Paper "LM-Infinite: Simple On-the-Fly Length Generalization for Large Language Models"☆152Mar 13, 2025Updated last year
- Implementation of paper Data Engineering for Scaling Language Models to 128K Context☆499Mar 19, 2024Updated 2 years ago
- Memory optimization and training recipes to extrapolate language models' context length to 1 million tokens, with minimal hardware.☆759Sep 27, 2024Updated 2 years ago
- Landmark Attention: Random-Access Infinite Context Length for Transformers☆427Dec 20, 2023Updated 2 years ago
- Rectified Rotary Position Embeddings☆399May 20, 2024Updated 2 years ago
- [Findings of EMNLP22] From Mimicking to Integrating: Knowledge Integration for Pre-Trained Language Models☆19Mar 16, 2023Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- [ACL'24 Outstanding] Data and code for L-Eval, a comprehensive long context language models evaluation benchmark☆407Jul 9, 2024Updated 2 years ago
- [EMNLP 2024] LongAlign: A Recipe for Long Context Alignment of LLMs☆266Dec 16, 2024Updated last year
- Code for "SCL-RAI: Span-based Contrastive Learning with Retrieval Augmented Inference for Unlabeled Entity Problem in NER" @COLING-2022☆11Aug 20, 2022Updated 4 years ago
- [ACL 24 Findings] Implementation of Resonance RoPE and the PosGen synthetic dataset.☆24Mar 5, 2024Updated 2 years ago
- Implementation of the LongRoPE: Extending LLM Context Window Beyond 2 Million Tokens Paper☆154Jul 20, 2024Updated 2 years ago
- Official implementation for 'Extending LLMs’ Context Window with 100 Samples'☆83Jan 18, 2024Updated 2 years ago
- Code and data for Distributional Correlation–Aware Knowledge Distillation for Stock Trading Volume Prediction (ECML-PKDD 22)☆16Sep 6, 2022Updated 4 years ago
- Linear Attention Sequence Parallelism (LASP)☆87Jun 4, 2024Updated 2 years ago
- An Experiment on Dynamic NTK Scaling RoPE☆64Nov 26, 2023Updated 2 years ago
- 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.
- Homepage for ProLong (Princeton long-context language models) and paper "How to Train Long-Context Language Models (Effectively)"☆269Sep 12, 2025Updated last year
- LongBench v2 and LongBench (ACL 25'&24')☆1,254Jan 15, 2025Updated last year
- Codes for the paper "∞Bench: Extending Long Context Evaluation Beyond 100K Tokens": https://arxiv.org/abs/2402.13718☆393Sep 25, 2024Updated 2 years ago
- Ring attention implementation with flash attention☆1,067Sep 10, 2025Updated last year
- ACL 2024 | LooGLE: Long Context Evaluation for Long-Context Language Models☆201Aug 6, 2026Updated 3 months ago
- LongRecipe: Recipe for Efficient Long Context Generalization in Large Language Models☆79Oct 16, 2024Updated 2 years ago
- An (incomplete) overview of information extraction☆43Apr 28, 2022Updated 4 years ago
- code for " Query Your Model with Definitions in FrameNet: An Effective Method for Frame Semantic Role Labeling" at AAAI-2023☆12Apr 15, 2023Updated 3 years ago
- Code and documents of LongLoRA and LongAlpaca (ICLR 2024 Oral)☆2,684Aug 14, 2024Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- 计算语言学22-23学年秋季学期 课程大作业baseline实现☆38Dec 8, 2022Updated 3 years ago
- The Good, The Bad, and The Greedy: Evaluation of LLMs Should Not Ignore Non-Determinism☆30Jul 17, 2024Updated 2 years ago
- LongQLoRA: Extent Context Length of LLMs Efficiently☆170Nov 12, 2023Updated 2 years ago
- Doing simple retrieval from LLM models at various context lengths to measure accuracy☆2,406Jun 8, 2026Updated 4 months ago
- Demonstration that finetuning RoPE model on larger sequences than the pre-trained model adapts the model context limit☆62Jun 21, 2023Updated 3 years ago
- Large Context Attention☆775Oct 13, 2025Updated last year
- [NAACL 2025] Source code for MMEvalPro, a more trustworthy and efficient benchmark for evaluating LMMs☆25Sep 26, 2024Updated 2 years ago