HazyResearch / basedLinks
Code for exploring Based models from "Simple linear attention language models balance the recall-throughput tradeoff"
☆240Updated 4 months ago
Alternatives and similar repositories for based
Users that are interested in based are comparing it to the libraries listed below
Sorting:
- Understand and test language model architectures on synthetic tasks.☆229Updated last week
- ☆196Updated last month
- Some preliminary explorations of Mamba's context scaling.☆217Updated last year
- A MAD laboratory to improve AI architecture designs 🧪☆129Updated 9 months ago
- Repo for "LoLCATs: On Low-Rank Linearizing of Large Language Models"☆246Updated 8 months ago
- ☆149Updated 2 years ago
- Tree Attention: Topology-aware Decoding for Long-Context Attention on GPU clusters☆130Updated 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
- ☆83Updated last year
- Normalized Transformer (nGPT)☆191Updated 10 months ago
- Triton-based implementation of Sparse Mixture of Experts.☆242Updated this week
- Fast and memory-efficient exact attention☆70Updated 7 months ago
- ☆122Updated last year
- Token Omission Via Attention☆128Updated 11 months ago
- The simplest, fastest repository for training/finetuning medium-sized GPTs.☆164Updated 3 months ago
- ☆128Updated last year
- Code for studying the super weight in LLM☆119Updated 10 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
- ☆53Updated last year
- The simplest implementation of recent Sparse Attention patterns for efficient LLM inference.☆89Updated 2 months ago
- A fusion of a linear layer and a cross entropy loss, written for pytorch in triton.☆70Updated last year
- Multipack distributed sampler for fast padding-free training of LLMs☆201Updated last year
- Cold Compress is a hackable, lightweight, and open-source toolkit for creating and benchmarking cache compression methods built on top of…☆146Updated last year
- ☆202Updated 10 months ago
- Accelerated First Order Parallel Associative Scan☆190Updated last year
- Simple and efficient pytorch-native transformer training and inference (batched)☆79Updated last year
- some common Huggingface transformers in maximal update parametrization (µP)☆82Updated 3 years ago
- Language models scale reliably with over-training and on downstream tasks☆100Updated last year
- nanoGPT-like codebase for LLM training☆107Updated 4 months ago
- Implementation of 🥥 Coconut, Chain of Continuous Thought, in Pytorch☆180Updated 3 months ago