Alternatives and similar repositories for mad-lab

Users that are interested in mad-lab are comparing it to the libraries listed below

• HazyResearch / zoology
  Understand and test language model architectures on synthetic tasks.
  ☆238Updated last month
• EleutherAI / nanoGPT-mup
  The simplest, fastest repository for training/finetuning medium-sized GPTs.
  ☆172Updated 4 months ago
• HazyResearch / based
  Code for exploring Based models from "Simple linear attention language models balance the recall-throughput tradeoff"
  ☆241Updated 5 months ago
• berlino / seq_icl
  ☆53Updated last year
• epfml / llm-baselines
  nanoGPT-like codebase for LLM training
  ☆109Updated last week
• NVIDIA / ngpt
  Normalized Transformer (nGPT)
  ☆192Updated last year
• jzhang38 / LongMamba
  Some preliminary explorations of Mamba's context scaling.
  ☆216Updated last year
• epfml / schedules-and-scaling
  Code for NeurIPS 2024 Spotlight: "Scaling Laws and Compute-Optimal Training Beyond Fixed Training Durations"
  ☆85Updated last year
• MatX-inc / seqax
  seqax = sequence modeling + JAX
  ☆168Updated 3 months ago
• microsoft / mutransformers
  some common Huggingface transformers in maximal update parametrization (µP)
  ☆86Updated 3 years ago
• Zyphra / tree_attention
  Tree Attention: Topology-aware Decoding for Long-Context Attention on GPU clusters
  ☆130Updated 11 months ago
• shikaiqiu / compute-better-spent
  ☆61Updated last year
• llm-random / llm-random
  ☆204Updated last week
• proger / accelerated-scan
  Accelerated First Order Parallel Associative Scan
  ☆191Updated last year
• srush / do-we-need-attention
  ☆166Updated 2 years ago
• cloneofsimo / min-max-gpt
  Minimal (400 LOC) implementation Maximum (multi-node, FSDP) GPT training
  ☆132Updated last year
• schwartz-lab-NLP / TOVA
  Token Omission Via Attention
  ☆127Updated last year
• RobertCsordas / moeut
  ☆88Updated last year
• insuhan / hyper-attn
  ☆83Updated last year
• Edward-Sun / gpt-accelera
  Simple and efficient pytorch-native transformer training and inference (batched)
  ☆78Updated last year
• google-deepmind / nanodo
  ☆285Updated last year
• cloneofsimo / min-fsdp
  ☆91Updated last year
• epfml / dynamic-sparse-flash-attention
  ☆149Updated 2 years ago
• ethansmith2000 / fsdp_optimizers
  supporting pytorch FSDP for optimizers
  ☆83Updated 11 months ago
• martin-marek / batch-size
  📄Small Batch Size Training for Language Models
  ☆63Updated last month
• GFNOrg / gfn-lm-tuning
  ☆185Updated last year
• srush / triton-autodiff
  Experiment of using Tangent to autodiff triton
  ☆79Updated last year
• shawntan / stickbreaking-attention
  Stick-breaking attention
  ☆61Updated 4 months ago
• HazyResearch / lolcats
  Repo for "LoLCATs: On Low-Rank Linearizing of Large Language Models"
  ☆249Updated 9 months ago
• mcleish7 / arithmetic
  Code to reproduce "Transformers Can Do Arithmetic with the Right Embeddings", McLeish et al (NeurIPS 2024)
  ☆193Updated last year