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”
  ☆971Updated last year
• lucidrains / recurrent-memory-transformer-pytorch
  Implementation of Recurrent Memory Transformer, Neurips 2022 paper, in Pytorch
  ☆417Updated 8 months ago
• lucidrains / CoLT5-attention
  Implementation of the conditionally routed attention in the CoLT5 architecture, in Pytorch
  ☆230Updated last year
• changjonathanc / minLoRA
  minLoRA: a minimal PyTorch library that allows you to apply LoRA to any PyTorch model.
  ☆479Updated 2 years ago
• HazyResearch / H3
  Language Modeling with the H3 State Space Model
  ☆518Updated 2 years ago
• pbelcak / fastfeedforward
  A repository for log-time feedforward networks
  ☆223Updated last year
• lucidrains / simple-hierarchical-transformer
  Experiments around a simple idea for inducing multiple hierarchical predictive model within a GPT
  ☆223Updated last year
• pbelcak / UltraFastBERT
  The repository for the code of the UltraFastBERT paper
  ☆519Updated last year
• apple / ml-sigma-reparam
  ☆309Updated last year
• srush / annotated-mamba
  Annotated version of the Mamba paper
  ☆490Updated last year
• HazyResearch / m2
  Repo for "Monarch Mixer: A Simple Sub-Quadratic GEMM-Based Architecture"
  ☆560Updated 9 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"
  ☆381Updated 2 years ago
• lucidrains / block-recurrent-transformer-pytorch
  Implementation of Block Recurrent Transformer - Pytorch
  ☆222Updated last year
• facebookresearch / optimizers
  For optimization algorithm research and development.
  ☆539Updated last week
• lucidrains / st-moe-pytorch
  Implementation of ST-Moe, the latest incarnation of MoE after years of research at Brain, in Pytorch
  ☆363Updated last year
• facebookresearch / dadaptation
  D-Adaptation for SGD, Adam and AdaGrad
  ☆525Updated 8 months ago
• lucidrains / MEGABYTE-pytorch
  Implementation of MEGABYTE, Predicting Million-byte Sequences with Multiscale Transformers, in Pytorch
  ☆652Updated 9 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…
  ☆125Updated last year
• facebookresearch / dropout
  Code release for "Dropout Reduces Underfitting"
  ☆314Updated 2 years ago
• syncdoth / RetNet
  Huggingface compatible implementation of RetNet (Retentive Networks, https://arxiv.org/pdf/2307.08621.pdf) including parallel, recurrent,…
  ☆226Updated last year
• HazyResearch / safari
  Convolutions for Sequence Modeling
  ☆898Updated last year
• sanjeevanahilan / nanoChatGPT
  A crude RLHF layer on top of nanoGPT with Gumbel-Softmax trick
  ☆293Updated last year
• ayaka14732 / llama-2-jax
  JAX implementation of the Llama 2 model
  ☆218Updated last year
• llm-efficiency-challenge / neurips_llm_efficiency_challenge
  NeurIPS Large Language Model Efficiency Challenge: 1 LLM + 1GPU + 1Day
  ☆257Updated last year
• Guitaricet / relora
  Official code for ReLoRA from the paper Stack More Layers Differently: High-Rank Training Through Low-Rank Updates
  ☆463Updated last year
• jxbz / agd
  Automatic gradient descent
  ☆211Updated 2 years ago
• mlfoundations / open_lm
  A repository for research on medium sized language models.
  ☆509Updated 3 months ago
• lucidrains / ring-attention-pytorch
  Implementation of 💍 Ring Attention, from Liu et al. at Berkeley AI, in Pytorch
  ☆540Updated 4 months ago
• facebookresearch / mega
  Sequence modeling with Mega.
  ☆300Updated 2 years ago
• ofirpress / attention_with_linear_biases
  Code for the ALiBi method for transformer language models (ICLR 2022)
  ☆543Updated last year