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”
  ☆941Updated 11 months ago
• lucidrains / recurrent-memory-transformer-pytorch
  Implementation of Recurrent Memory Transformer, Neurips 2022 paper, in Pytorch
  ☆403Updated last week
• lucidrains / st-moe-pytorch
  Implementation of ST-Moe, the latest incarnation of MoE after years of research at Brain, in Pytorch
  ☆297Updated 7 months ago
• facebookresearch / dropout
  Code release for "Dropout Reduces Underfitting"
  ☆311Updated last year
• HazyResearch / H3
  Language Modeling with the H3 State Space Model
  ☆516Updated last year
• lucidrains / CoLT5-attention
  Implementation of the conditionally routed attention in the CoLT5 architecture, in Pytorch
  ☆225Updated 4 months ago
• facebookresearch / mega
  Sequence modeling with Mega.
  ☆297Updated last year
• lucidrains / simple-hierarchical-transformer
  Experiments around a simple idea for inducing multiple hierarchical predictive model within a GPT
  ☆205Updated 4 months ago
• srush / annotated-mamba
  Annotated version of the Mamba paper
  ☆469Updated 10 months ago
• HazyResearch / m2
  Repo for "Monarch Mixer: A Simple Sub-Quadratic GEMM-Based Architecture"
  ☆541Updated 2 weeks ago
• facebookresearch / optimizers
  For optimization algorithm research and development.
  ☆484Updated this week
• lucidrains / ring-attention-pytorch
  Implementation of 💍 Ring Attention, from Liu et al. at Berkeley AI, in Pytorch
  ☆492Updated 2 months ago
• 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"
  ☆370Updated last year
• apple / ml-sigma-reparam
  ☆296Updated 6 months ago
• ofirpress / attention_with_linear_biases
  Code for the ALiBi method for transformer language models (ICLR 2022)
  ☆510Updated last year
• facebookresearch / torchdim
  Named tensors with first-class dimensions for PyTorch
  ☆322Updated last year
• PiotrNawrot / nanoT5
  Fast & Simple repository for pre-training and fine-tuning T5-style models
  ☆986Updated 4 months ago
• facebookresearch / spdl
  Scalable and Performant Data Loading
  ☆207Updated this week
• cccntu / minLoRA
  minLoRA: a minimal PyTorch library that allows you to apply LoRA to any PyTorch model.
  ☆444Updated last year
• alasdairforsythe / tokenmonster
  Ungreedy subword tokenizer and vocabulary trainer for Python, Go & Javascript
  ☆562Updated 6 months ago
• lucidrains / Adan-pytorch
  Implementation of the Adan (ADAptive Nesterov momentum algorithm) Optimizer in Pytorch
  ☆250Updated 2 years ago
• lucidrains / MEGABYTE-pytorch
  Implementation of MEGABYTE, Predicting Million-byte Sequences with Multiscale Transformers, in Pytorch
  ☆632Updated 3 weeks ago
• pytorch / torcheval
  A library that contains a rich collection of performant PyTorch model metrics, a simple interface to create new metrics, a toolkit to fac…
  ☆224Updated last month
• llm-efficiency-challenge / neurips_llm_efficiency_challenge
  NeurIPS Large Language Model Efficiency Challenge: 1 LLM + 1GPU + 1Day
  ☆253Updated last year
• pytorch-labs / attention-gym
  Helpful tools and examples for working with flex-attention
  ☆583Updated this week
• jxbz / agd
  Automatic gradient descent
  ☆206Updated last year
• yuhuixu1993 / qa-lora
  Official PyTorch implementation of QA-LoRA
  ☆122Updated 10 months ago
• lucidrains / block-recurrent-transformer-pytorch
  Implementation of Block Recurrent Transformer - Pytorch
  ☆217Updated 4 months ago
• lucidrains / mixture-of-experts
  A Pytorch implementation of Sparsely-Gated Mixture of Experts, for massively increasing the parameter count of language models
  ☆668Updated last year