microsoft / LongRoPELinks
LongRoPE is a novel method that can extends the context window of pre-trained LLMs to an impressive 2048k tokens.
☆263Updated this week
Alternatives and similar repositories for LongRoPE
Users that are interested in LongRoPE are comparing it to the libraries listed below
Sorting:
- Block Transformer: Global-to-Local Language Modeling for Fast Inference (NeurIPS 2024)☆162Updated 6 months ago
- Implementation of the LongRoPE: Extending LLM Context Window Beyond 2 Million Tokens Paper☆152Updated last year
- [NeurIPS 2025] Simple extension on vLLM to help you speed up reasoning model without training.☆198Updated 5 months ago
- [ICML'24] Data and code for our paper "Training-Free Long-Context Scaling of Large Language Models"☆441Updated last year
- Parallel Scaling Law for Language Model — Beyond Parameter and Inference Time Scaling☆448Updated 5 months ago
- Code for "LayerSkip: Enabling Early Exit Inference and Self-Speculative Decoding", ACL 2024☆344Updated 5 months ago
- A family of compressed models obtained via pruning and knowledge distillation☆354Updated 11 months ago
- ☆85Updated 9 months ago
- Towards Economical Inference: Enabling DeepSeek's Multi-Head Latent Attention in Any Transformer-based LLMs☆191Updated 3 weeks ago
- [ICML 2024] CLLMs: Consistency Large Language Models☆405Updated 11 months ago
- Memory layers use a trainable key-value lookup mechanism to add extra parameters to a model without increasing FLOPs. Conceptually, spars…☆347Updated 10 months ago
- X-LoRA: Mixture of LoRA Experts☆247Updated last year
- Unofficial implementation for the paper "Mixture-of-Depths: Dynamically allocating compute in transformer-based language models"☆174Updated last year
- Official PyTorch implementation of DistiLLM: Towards Streamlined Distillation for Large Language Models (ICML 2024)☆236Updated 7 months ago
- Code for "Critique Fine-Tuning: Learning to Critique is More Effective than Learning to Imitate" [COLM 2025]☆178Updated 3 months ago
- Tina: Tiny Reasoning Models via LoRA☆302Updated last month
- Chain of Experts (CoE) enables communication between experts within Mixture-of-Experts (MoE) models☆222Updated last month
- [ICLR 2025] DuoAttention: Efficient Long-Context LLM Inference with Retrieval and Streaming Heads☆496Updated 8 months ago
- A framework to study AI models in Reasoning, Alignment, and use of Memory (RAM).☆295Updated last week
- Parameter-Efficient Sparsity Crafting From Dense to Mixture-of-Experts for Instruction Tuning on General Tasks (EMNLP'24)☆147Updated last year
- Positional Skip-wise Training for Efficient Context Window Extension of LLMs to Extremely Length (ICLR 2024)☆204Updated last year
- The code of our paper "InfLLM: Unveiling the Intrinsic Capacity of LLMs for Understanding Extremely Long Sequences with Training-Free Mem…☆385Updated last year
- [NeurIPS 2024] Official Repository of The Mamba in the Llama: Distilling and Accelerating Hybrid Models☆231Updated 2 weeks ago
- ☆202Updated 10 months ago
- Q-GaLore: Quantized GaLore with INT4 Projection and Layer-Adaptive Low-Rank Gradients.☆202Updated last year
- [NeurIPS 24 Spotlight] MaskLLM: Learnable Semi-structured Sparsity for Large Language Models☆179Updated 9 months ago
- Repo for "LoLCATs: On Low-Rank Linearizing of Large Language Models"☆248Updated 9 months ago
- Repo for Rho-1: Token-level Data Selection & Selective Pretraining of LLMs.☆439Updated last year
- Implementation of 🥥 Coconut, Chain of Continuous Thought, in Pytorch☆179Updated 4 months ago
- The code and data for "MMLU-Pro: A More Robust and Challenging Multi-Task Language Understanding Benchmark" [NeurIPS 2024]☆305Updated 8 months ago