pilancilab / calderaLinks
Compressing Large Language Models using Low Precision and Low Rank Decomposition
☆95Updated 7 months ago
Alternatives and similar repositories for caldera
Users that are interested in caldera are comparing it to the libraries listed below
Sorting:
- ☆139Updated 3 weeks ago
- Tree Attention: Topology-aware Decoding for Long-Context Attention on GPU clusters☆128Updated 7 months ago
- Fast and memory-efficient exact attention☆68Updated 4 months ago
- Work in progress.☆70Updated 2 weeks ago
- PB-LLM: Partially Binarized Large Language Models☆152Updated last year
- QuIP quantization☆54Updated last year
- Code for studying the super weight in LLM☆113Updated 7 months ago
- The evaluation framework for training-free sparse attention in LLMs☆82Updated 3 weeks ago
- ☆79Updated 8 months ago
- From GaLore to WeLore: How Low-Rank Weights Non-uniformly Emerge from Low-Rank Gradients. Ajay Jaiswal, Lu Yin, Zhenyu Zhang, Shiwei Liu,…☆47Updated 2 months ago
- The simplest implementation of recent Sparse Attention patterns for efficient LLM inference.☆78Updated last month
- Block Transformer: Global-to-Local Language Modeling for Fast Inference (NeurIPS 2024)☆158Updated 3 months ago
- RWKV-7: Surpassing GPT☆92Updated 7 months ago
- Official repository for the paper "NeuZip: Memory-Efficient Training and Inference with Dynamic Compression of Neural Networks". This rep…☆59Updated 8 months ago
- This repository contains code for the MicroAdam paper.☆20Updated 7 months ago
- ☆59Updated 3 months ago
- ☆52Updated 2 months ago
- ☆116Updated last month
- The official implementation of the paper "What Matters in Transformers? Not All Attention is Needed".☆174Updated 3 months ago
- ☆199Updated 7 months ago
- ☆68Updated last year
- Token Omission Via Attention☆128Updated 9 months ago
- Using FlexAttention to compute attention with different masking patterns☆44Updated 9 months ago
- Flash-Muon: An Efficient Implementation of Muon Optimizer☆138Updated last month
- A collection of tricks and tools to speed up transformer models☆170Updated last month
- Normalized Transformer (nGPT)☆184Updated 7 months ago
- ☆82Updated 10 months ago
- Activation-aware Singular Value Decomposition for Compressing Large Language Models☆74Updated 8 months ago
- ☆51Updated 8 months ago
- This is the official repository for the paper "Flora: Low-Rank Adapters Are Secretly Gradient Compressors" in ICML 2024.☆104Updated last year