Alternatives and similar repositories for based

Users that are interested in based are comparing it to the libraries listed below

• HazyResearch / zoology
  Understand and test language model architectures on synthetic tasks.
  ☆217Updated 2 weeks ago
• athms / mad-lab
  A MAD laboratory to improve AI architecture designs 🧪
  ☆120Updated 6 months ago
• HazyResearch / lolcats
  Repo for "LoLCATs: On Low-Rank Linearizing of Large Language Models"
  ☆239Updated 4 months ago
• jzhang38 / LongMamba
  Some preliminary explorations of Mamba's context scaling.
  ☆214Updated last year
• epfml / dynamic-sparse-flash-attention
  ☆147Updated 2 years ago
• Zyphra / tree_attention
  Tree Attention: Topology-aware Decoding for Long-Context Attention on GPU clusters
  ☆126Updated 6 months ago
• whyNLP / LCKV
  Layer-Condensed KV cache w/ 10 times larger batch size, fewer params and less computation. Dramatic speed up with better task performance…
  ☆149Updated 2 months ago
• shawntan / scattermoe
  Triton-based implementation of Sparse Mixture of Experts.
  ☆219Updated 6 months ago
• fla-org / flame
  🔥 A minimal training framework for scaling FLA models
  ☆178Updated last week
• imoneoi / multipack_sampler
  Multipack distributed sampler for fast padding-free training of LLMs
  ☆191Updated 10 months ago
• llm-random / llm-random
  ☆190Updated this week
• schwartz-lab-NLP / TOVA
  Token Omission Via Attention
  ☆128Updated 8 months ago
• mgmalek / efficient_cross_entropy
  ☆109Updated last year
• EleutherAI / nanoGPT-mup
  The simplest, fastest repository for training/finetuning medium-sized GPTs.
  ☆134Updated this week
• proger / accelerated-scan
  Accelerated First Order Parallel Associative Scan
  ☆182Updated 10 months ago
• lucidrains / coconut-pytorch
  Implementation of 🥥 Coconut, Chain of Continuous Thought, in Pytorch
  ☆175Updated this week
• lucidrains / PEER-pytorch
  Pytorch implementation of the PEER block from the paper, Mixture of A Million Experts, by Xu Owen He at Deepmind
  ☆127Updated 10 months ago
• proger / hippogriff
  Griffin MQA + Hawk Linear RNN Hybrid
  ☆87Updated last year
• astramind-ai / Mixture-of-depths
  Unofficial implementation for the paper "Mixture-of-Depths: Dynamically allocating compute in transformer-based language models"
  ☆163Updated last year
• HanGuo97 / lq-lora
  ☆126Updated last year
• lucidrains / ring-attention-pytorch
  Implementation of 💍 Ring Attention, from Liu et al. at Berkeley AI, in Pytorch
  ☆521Updated last month
• berlino / seq_icl
  ☆53Updated last year
• microsoft / mutransformers
  some common Huggingface transformers in maximal update parametrization (µP)
  ☆80Updated 3 years ago
• dwzhu-pku / PoSE
  Positional Skip-wise Training for Efficient Context Window Extension of LLMs to Extremely Length (ICLR 2024)
  ☆203Updated last year
• insuhan / hyper-attn
  ☆81Updated last year
• jxiw / MambaInLlama
  [NeurIPS 2024] Official Repository of The Mamba in the Llama: Distilling and Accelerating Hybrid Models
  ☆221Updated last month
• mlfoundations / scaling
  Language models scale reliably with over-training and on downstream tasks
  ☆97Updated last year
• NVIDIA / ngpt
  Normalized Transformer (nGPT)
  ☆184Updated 7 months ago
• FasterDecoding / BitDelta
  ☆198Updated 6 months ago
• PiotrNawrot / nano-sparse-attention
  The simplest implementation of recent Sparse Attention patterns for efficient LLM inference.
  ☆70Updated last week