Alternatives and similar repositories for scaling-guide

Users that are interested in scaling-guide are comparing it to the libraries listed below

• ethansmith2000 / fsdp_optimizers
  supporting pytorch FSDP for optimizers
  ☆83Updated 11 months ago
• cloneofsimo / min-max-gpt
  Minimal (400 LOC) implementation Maximum (multi-node, FSDP) GPT training
  ☆132Updated last year
• fal-ai / diffusion-speedrun
  Focused on fast experimentation and simplicity
  ☆75Updated 10 months ago
• cloneofsimo / min-fsdp
  ☆91Updated last year
• cloneofsimo / ezmup
  Simple implementation of muP, based on Spectral Condition for Feature Learning. The implementation is SGD only, dont use it for Adam
  ☆85Updated last year
• EleutherAI / nanoGPT-mup
  The simplest, fastest repository for training/finetuning medium-sized GPTs.
  ☆171Updated 4 months ago
• cloneofsimo / zeroshampoo
  ☆34Updated last year
• fal-ai-community / nano-mdm
  Tiny re-implementation of MDM in style of LLaDA and nano-gpt speedrun
  ☆57Updated 8 months ago
• facebookresearch / capi
  Code and weights for the paper "Cluster and Predict Latents Patches for Improved Masked Image Modeling"
  ☆123Updated 7 months ago
• fal-ai-community / NativeSparseAttention
  research impl of Native Sparse Attention (2502.11089)
  ☆63Updated 8 months ago
• thinking-machines-lab / manifolds
  Supporting code for the blog post on modular manifolds.
  ☆101Updated last month
• cloneofsimo / minDinoV2
  ☆22Updated last year
• cloneofsimo / efae
  ☆23Updated last year
• cloneofsimo / karras-power-ema-tutorial
  ☆53Updated last year
• HomebrewML / HeavyBall
  Efficient optimizers
  ☆276Updated 3 weeks ago
• apple / ml-act
  ☆56Updated 11 months ago
• fal-ai-community / alphabet-dataset
  Synthetic Alphabet Dataset
  ☆19Updated 7 months ago
• apple / ml-sigma-reparam
  ☆310Updated last year
• cloneofsimo / vqgan-training
  Train VAE like a boss
  ☆298Updated last year
• dvruette / barrel-rec-pytorch
  ☆53Updated last year
• cloneofsimo / minSAE
  ☆30Updated 11 months ago
• martin-marek / batch-size
  📄Small Batch Size Training for Language Models
  ☆63Updated last month
• bloc97 / DeMo
  DeMo: Decoupled Momentum Optimization
  ☆196Updated 11 months ago
• dvruette / gidd
  Code accompanying the paper "Generalized Interpolating Discrete Diffusion"
  ☆108Updated 5 months ago
• cloneofsimo / insightful-nn-papers
  These papers will provide unique insightful concepts that will broaden your perspective on neural networks and deep learning
  ☆48Updated 2 years ago
• apoorvkh / academic-pretraining
  $100K or 100 Days: Trade-offs when Pre-Training with Academic Resources
  ☆147Updated last month
• wmn-231314 / diffusion-data-constraint
  Official PyTorch implementation and models for paper "Diffusion Beats Autoregressive in Data-Constrained Settings". We find diffusion mod…
  ☆105Updated 2 weeks ago
• athms / mad-lab
  A MAD laboratory to improve AI architecture designs 🧪
  ☆132Updated 10 months ago
• lucidrains / taylor-series-linear-attention
  Explorations into the recently proposed Taylor Series Linear Attention
  ☆99Updated last year
• huyphan168 / PEER
  Mixture of A Million Experts
  ☆49Updated last year