Alternatives and similar repositories for Sophia:

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

• Liuhong99 / Sophia
  The official implementation of “Sophia: A Scalable Stochastic Second-order Optimizer for Language Model Pre-training”
  ☆951Updated last year
• lucidrains / recurrent-memory-transformer-pytorch
  Implementation of Recurrent Memory Transformer, Neurips 2022 paper, in Pytorch
  ☆408Updated 2 months ago
• HazyResearch / H3
  Language Modeling with the H3 State Space Model
  ☆515Updated last year
• lucidrains / CoLT5-attention
  Implementation of the conditionally routed attention in the CoLT5 architecture, in Pytorch
  ☆226Updated 6 months ago
• facebookresearch / dropout
  Code release for "Dropout Reduces Underfitting"
  ☆312Updated last year
• HazyResearch / safari
  Convolutions for Sequence Modeling
  ☆877Updated 8 months ago
• srush / annotated-mamba
  Annotated version of the Mamba paper
  ☆474Updated last year
• lucidrains / memory-efficient-attention-pytorch
  Implementation of a memory efficient multi-head attention as proposed in the paper, "Self-attention Does Not Need O(n²) Memory"
  ☆372Updated last year
• pytorch-labs / attention-gym
  Helpful tools and examples for working with flex-attention
  ☆676Updated this week
• lucidrains / st-moe-pytorch
  Implementation of ST-Moe, the latest incarnation of MoE after years of research at Brain, in Pytorch
  ☆316Updated 8 months ago
• lucidrains / simple-hierarchical-transformer
  Experiments around a simple idea for inducing multiple hierarchical predictive model within a GPT
  ☆209Updated 6 months ago
• stanford-crfm / levanter
  Legible, Scalable, Reproducible Foundation Models with Named Tensors and Jax
  ☆554Updated this week
• syncdoth / RetNet
  Huggingface compatible implementation of RetNet (Retentive Networks, https://arxiv.org/pdf/2307.08621.pdf) including parallel, recurrent,…
  ☆225Updated 11 months ago
• lucidrains / pytorch-custom-utils
  Just some miscellaneous utility functions / decorators / modules related to Pytorch and Accelerate to help speed up implementation of new…
  ☆120Updated 7 months ago
• Vahe1994 / SpQR
  ☆540Updated 2 months ago
• cccntu / minLoRA
  minLoRA: a minimal PyTorch library that allows you to apply LoRA to any PyTorch model.
  ☆449Updated last year
• facebookresearch / optimizers
  For optimization algorithm research and development.
  ☆498Updated last week
• apple / ml-sigma-reparam
  ☆301Updated 8 months ago
• lucidrains / block-recurrent-transformer-pytorch
  Implementation of Block Recurrent Transformer - Pytorch
  ☆218Updated 6 months ago
• facebookresearch / mega
  Sequence modeling with Mega.
  ☆296Updated 2 years ago
• ofirpress / attention_with_linear_biases
  Code for the ALiBi method for transformer language models (ICLR 2022)
  ☆516Updated last year
• jxbz / agd
  Automatic gradient descent
  ☆207Updated last year
• facebookresearch / torchdim
  Named tensors with first-class dimensions for PyTorch
  ☆321Updated last year
• lucidrains / MEGABYTE-pytorch
  Implementation of MEGABYTE, Predicting Million-byte Sequences with Multiscale Transformers, in Pytorch
  ☆639Updated 2 months ago
• alasdairforsythe / tokenmonster
  Ungreedy subword tokenizer and vocabulary trainer for Python, Go & Javascript
  ☆568Updated 8 months ago
• HazyResearch / m2
  Repo for "Monarch Mixer: A Simple Sub-Quadratic GEMM-Based Architecture"
  ☆547Updated 2 months ago
• srush / do-we-need-attention
  ☆165Updated last year
• Guitaricet / relora
  Official code for ReLoRA from the paper Stack More Layers Differently: High-Rank Training Through Low-Rank Updates
  ☆446Updated 10 months ago
• google / flaxformer
  ☆339Updated 10 months ago
• llm-efficiency-challenge / neurips_llm_efficiency_challenge
  NeurIPS Large Language Model Efficiency Challenge: 1 LLM + 1GPU + 1Day
  ☆255Updated last year