HazyResearch / lolcatsLinks
Repo for "LoLCATs: On Low-Rank Linearizing of Large Language Models"
☆246Updated 8 months ago
Alternatives and similar repositories for lolcats
Users that are interested in lolcats are comparing it to the libraries listed below
Sorting:
- PyTorch implementation of models from the Zamba2 series.☆185Updated 8 months ago
- Tree Attention: Topology-aware Decoding for Long-Context Attention on GPU clusters☆130Updated 10 months ago
- Code for exploring Based models from "Simple linear attention language models balance the recall-throughput tradeoff"☆240Updated 3 months ago
- ☆202Updated 9 months ago
- Q-GaLore: Quantized GaLore with INT4 Projection and Layer-Adaptive Low-Rank Gradients.☆201Updated last year
- Normalized Transformer (nGPT)☆191Updated 10 months ago
- [NeurIPS 2024] Official Repository of The Mamba in the Llama: Distilling and Accelerating Hybrid Models☆229Updated 5 months ago
- An efficent implementation of the method proposed in "The Era of 1-bit LLMs"☆155Updated 11 months ago
- Token Omission Via Attention☆128Updated 11 months ago
- Understand and test language model architectures on synthetic tasks.☆229Updated last week
- Cold Compress is a hackable, lightweight, and open-source toolkit for creating and benchmarking cache compression methods built on top of…☆146Updated last year
- ☆153Updated 3 months ago
- PB-LLM: Partially Binarized Large Language Models☆155Updated last year
- Some preliminary explorations of Mamba's context scaling.☆217Updated last year
- RWKV-7: Surpassing GPT☆95Updated 10 months ago
- Layer-Condensed KV cache w/ 10 times larger batch size, fewer params and less computation. Dramatic speed up with better task performance…☆155Updated 5 months ago
- Flash-Muon: An Efficient Implementation of Muon Optimizer☆189Updated 3 months ago
- EvaByte: Efficient Byte-level Language Models at Scale☆109Updated 5 months ago
- ☆53Updated 11 months ago
- Code for the paper "QMoE: Practical Sub-1-Bit Compression of Trillion-Parameter Models".☆277Updated last year
- Fast and memory-efficient exact attention☆70Updated 7 months ago
- [ICML 2024] CLLMs: Consistency Large Language Models☆404Updated 10 months ago
- Block Transformer: Global-to-Local Language Modeling for Fast Inference (NeurIPS 2024)☆161Updated 5 months ago
- Pytorch implementation of the PEER block from the paper, Mixture of A Million Experts, by Xu Owen He at Deepmind☆128Updated last year
- A MAD laboratory to improve AI architecture designs 🧪☆129Updated 9 months ago
- Work in progress.☆74Updated 3 months ago
- DeMo: Decoupled Momentum Optimization☆193Updated 10 months ago
- Triton-based implementation of Sparse Mixture of Experts.☆241Updated last month
- The evaluation framework for training-free sparse attention in LLMs☆98Updated 3 months ago
- Memory layers use a trainable key-value lookup mechanism to add extra parameters to a model without increasing FLOPs. Conceptually, spars…☆343Updated 9 months ago