srush / do-we-need-attention

Related projects ⓘ

Alternatives and complementary repositories for do-we-need-attention

• HazyResearch / zoology
  Understand and test language model architectures on synthetic tasks.
  ☆162Updated 6 months ago
• athms / mad-lab
  A MAD laboratory to improve AI architecture designs 🧪
  ☆95Updated 6 months ago
• microsoft / mutransformers
  some common Huggingface transformers in maximal update parametrization (µP)
  ☆76Updated 2 years ago
• EleutherAI / nanoGPT-mup
  The simplest, fastest repository for training/finetuning medium-sized GPTs.
  ☆84Updated last week
• McGill-NLP / length-generalization
  Code for the paper "The Impact of Positional Encoding on Length Generalization in Transformers", NeurIPS 2023
  ☆127Updated 6 months ago
• mlfoundations / scaling
  Language models scale reliably with over-training and on downstream tasks
  ☆94Updated 7 months ago
• princeton-nlp / TransformerPrograms
  [NeurIPS 2023] Learning Transformer Programs
  ☆157Updated 6 months ago
• cloneofsimo / min-max-gpt
  Minimal (400 LOC) implementation Maximum (multi-node, FSDP) GPT training
  ☆113Updated 7 months ago
• epfml / dynamic-sparse-flash-attention
  ☆132Updated last year
• HazyResearch / based
  Code for exploring Based models from "Simple linear attention language models balance the recall-throughput tradeoff"
  ☆214Updated 3 months ago
• cloneofsimo / min-fsdp
  ☆73Updated 4 months ago
• Sea-Snell / JAX_llama
  Inference code for LLaMA models in JAX
  ☆113Updated 6 months ago
• mcleish7 / arithmetic
  Code to reproduce "Transformers Can Do Arithmetic with the Right Embeddings", McLeish et al (NeurIPS 2024)
  ☆178Updated 5 months ago
• EleutherAI / sae-auto-interp
  ☆107Updated this week
• berlino / seq_icl
  ☆50Updated 6 months ago
• davisyoshida / lorax
  LoRA for arbitrary JAX models and functions
  ☆132Updated 8 months ago
• proger / hippogriff
  Griffin MQA + Hawk Linear RNN Hybrid
  ☆85Updated 6 months ago
• llm-random / llm-random
  ☆175Updated this week
• epfml / llm-baselines
  NanoGPT-like codebase for LLM training
  ☆75Updated this week
• jxbz / modula
  Scalable neural net training via automatic normalization in the modular norm.
  ☆121Updated 3 months ago
• nikhilvyas / SOAP
  ☆128Updated this week
• jzhang38 / LongMamba
  Some preliminary explorations of Mamba's context scaling.
  ☆191Updated 9 months ago
• srush / GPTWorld
  A puzzle to learn about prompting
  ☆121Updated last year
• srush / mamba-primer
  ☆35Updated 7 months ago
• lucidrains / simple-hierarchical-transformer
  Experiments around a simple idea for inducing multiple hierarchical predictive model within a GPT
  ☆205Updated 3 months ago
• lucidrains / llama-qrlhf
  Implementation of the Llama architecture with RLHF + Q-learning
  ☆157Updated 10 months ago
• mgmalek / efficient_cross_entropy
  ☆77Updated 5 months ago
• srush / triton-autodiff
  Experiment of using Tangent to autodiff triton
  ☆72Updated 9 months ago
• xrsrke / pipegoose
  Large scale 4D parallelism pre-training for 🤗 transformers in Mixture of Experts *(still work in progress)*
  ☆80Updated 11 months ago
• google-deepmind / nanodo
  ☆197Updated 4 months ago