BICLab / MetaLALinks
Offical implementation of "MetaLA: Unified Optimal Linear Approximation to Softmax Attention Map" (NeurIPS2024 Oral)
☆34Updated last year
Alternatives and similar repositories for MetaLA
Users that are interested in MetaLA are comparing it to the libraries listed below
Sorting:
- A repository for DenseSSMs☆88Updated last year
- [ICML 2024 Oral] This project is the official implementation of our Accurate LoRA-Finetuning Quantization of LLMs via Information Retenti…☆67Updated last year
- DeciMamba: Exploring the Length Extrapolation Potential of Mamba (ICLR 2025)☆32Updated 9 months ago
- Triton implement of bi-directional (non-causal) linear attention☆64Updated last year
- [ICML 2025 Oral] Mixture of Lookup Experts☆70Updated 2 months ago
- The this is the official implementation of "DAPE: Data-Adaptive Positional Encoding for Length Extrapolation"☆41Updated last year
- [ICML 2024] When Linear Attention Meets Autoregressive Decoding: Towards More Effective and Efficient Linearized Large Language Models☆35Updated last year
- A Triton Kernel for incorporating Bi-Directionality in Mamba2☆78Updated last year
- The official GitHub page for the survey paper "A Survey of RWKV".☆30Updated last year
- Implementation of the paper: "Mixture-of-Depths: Dynamically allocating compute in transformer-based language models"☆114Updated this week
- Minimal PyTorch implementation of TP, SP, FSDP and sharded-EMA☆31Updated 2 months ago
- ☆64Updated 6 months ago
- [ICLR 2025 & COLM 2025] Official PyTorch implementation of the Forgetting Transformer and Adaptive Computation Pruning☆137Updated last month
- Flash-Linear-Attention models beyond language☆21Updated 5 months ago
- ☆201Updated 2 years ago
- [NeurIPS'25] dKV-Cache: The Cache for Diffusion Language Models☆129Updated 8 months ago
- [ICLR 2025] Mixture Compressor for Mixture-of-Experts LLMs Gains More☆66Updated 11 months ago
- The code repository of "MBQ: Modality-Balanced Quantization for Large Vision-Language Models"☆75Updated 10 months ago
- a training-free approach to accelerate ViTs and VLMs by pruning redundant tokens based on similarity☆42Updated 8 months ago
- [NAACL 24 Oral] LoRETTA: Low-Rank Economic Tensor-Train Adaptation for Ultra-Low-Parameter Fine-Tuning of Large Language Models☆39Updated last year
- Awesome list of papers that extend Mamba to various applications.☆138Updated 7 months ago
- [ICML 2025] Fourier Position Embedding: Enhancing Attention’s Periodic Extension for Length Generalization☆108Updated 8 months ago
- ☆119Updated 4 months ago
- The code for "AttentionPredictor: Temporal Pattern Matters for Efficient LLM Inference", Qingyue Yang, Jie Wang, Xing Li, Zhihai Wang, Ch…☆25Updated 6 months ago
- ☆20Updated 5 months ago
- ☆27Updated 2 months ago
- Implementation of Griffin from the paper: "Griffin: Mixing Gated Linear Recurrences with Local Attention for Efficient Language Models"☆56Updated 3 months ago
- ☆152Updated last year
- [ICML24] Pruner-Zero: Evolving Symbolic Pruning Metric from scratch for LLMs☆98Updated last year
- Official implementation of "Hydra: Bidirectional State Space Models Through Generalized Matrix Mixers"☆170Updated last year