HazyResearch / basedLinks
Code for exploring Based models from "Simple linear attention language models balance the recall-throughput tradeoff"
☆241Updated 2 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.☆222Updated last month
- ☆194Updated 2 weeks ago
- Some preliminary explorations of Mamba's context scaling.☆216Updated last year
- A MAD laboratory to improve AI architecture designs 🧪☆125Updated 8 months ago
- ☆148Updated 2 years ago
- Repo for "LoLCATs: On Low-Rank Linearizing of Large Language Models"☆245Updated 6 months ago
- ☆118Updated last year
- Tree Attention: Topology-aware Decoding for Long-Context Attention on GPU clusters☆128Updated 8 months ago
- The simplest, fastest repository for training/finetuning medium-sized GPTs.☆152Updated last month
- Token Omission Via Attention☆128Updated 10 months ago
- Code for studying the super weight in LLM☆115Updated 8 months ago
- Triton-based implementation of Sparse Mixture of Experts.☆233Updated 8 months ago
- ☆81Updated last year
- Pytorch implementation of the PEER block from the paper, Mixture of A Million Experts, by Xu Owen He at Deepmind☆127Updated last year
- Layer-Condensed KV cache w/ 10 times larger batch size, fewer params and less computation. Dramatic speed up with better task performance…☆152Updated 4 months ago
- ☆53Updated last year
- Normalized Transformer (nGPT)☆186Updated 9 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☆199Updated last year
- Griffin MQA + Hawk Linear RNN Hybrid☆88Updated last year
- The simplest implementation of recent Sparse Attention patterns for efficient LLM inference.☆84Updated last month
- Implementation of 🥥 Coconut, Chain of Continuous Thought, in Pytorch☆179Updated 2 months ago
- Accelerated First Order Parallel Associative Scan☆187Updated last year
- Fast and memory-efficient exact attention☆70Updated 5 months ago
- Code to reproduce "Transformers Can Do Arithmetic with the Right Embeddings", McLeish et al (NeurIPS 2024)☆191Updated last year
- Simple and efficient pytorch-native transformer training and inference (batched)☆78Updated last year
- some common Huggingface transformers in maximal update parametrization (µP)☆82Updated 3 years ago
- nanoGPT-like codebase for LLM training☆102Updated 3 months ago
- The source code of our work "Prepacking: A Simple Method for Fast Prefilling and Increased Throughput in Large Language Models" [AISTATS …☆61Updated 10 months ago
- Cold Compress is a hackable, lightweight, and open-source toolkit for creating and benchmarking cache compression methods built on top of…☆141Updated last year