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”
  ☆969Updated last year
• lucidrains / recurrent-memory-transformer-pytorch
  Implementation of Recurrent Memory Transformer, Neurips 2022 paper, in Pytorch
  ☆414Updated 8 months ago
• lucidrains / CoLT5-attention
  Implementation of the conditionally routed attention in the CoLT5 architecture, in Pytorch
  ☆229Updated last year
• changjonathanc / minLoRA
  minLoRA: a minimal PyTorch library that allows you to apply LoRA to any PyTorch model.
  ☆474Updated 2 years ago
• HazyResearch / H3
  Language Modeling with the H3 State Space Model
  ☆519Updated last year
• pbelcak / UltraFastBERT
  The repository for the code of the UltraFastBERT paper
  ☆519Updated last year
• pbelcak / fastfeedforward
  A repository for log-time feedforward networks
  ☆223Updated last year
• apple / ml-sigma-reparam
  ☆307Updated last year
• lucidrains / simple-hierarchical-transformer
  Experiments around a simple idea for inducing multiple hierarchical predictive model within a GPT
  ☆221Updated last year
• HazyResearch / m2
  Repo for "Monarch Mixer: A Simple Sub-Quadratic GEMM-Based Architecture"
  ☆559Updated 8 months ago
• srush / annotated-mamba
  Annotated version of the Mamba paper
  ☆489Updated last year
• facebookresearch / dropout
  Code release for "Dropout Reduces Underfitting"
  ☆314Updated 2 years ago
• ayaka14732 / llama-2-jax
  JAX implementation of the Llama 2 model
  ☆219Updated last year
• syncdoth / RetNet
  Huggingface compatible implementation of RetNet (Retentive Networks, https://arxiv.org/pdf/2307.08621.pdf) including parallel, recurrent,…
  ☆226Updated last year
• lucidrains / block-recurrent-transformer-pytorch
  Implementation of Block Recurrent Transformer - Pytorch
  ☆220Updated 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"
  ☆379Updated 2 years ago
• Guitaricet / relora
  Official code for ReLoRA from the paper Stack More Layers Differently: High-Rank Training Through Low-Rank Updates
  ☆463Updated last year
• facebookresearch / optimizers
  For optimization algorithm research and development.
  ☆534Updated last week
• lucidrains / st-moe-pytorch
  Implementation of ST-Moe, the latest incarnation of MoE after years of research at Brain, in Pytorch
  ☆360Updated last year
• facebookresearch / dadaptation
  D-Adaptation for SGD, Adam and AdaGrad
  ☆523Updated 7 months ago
• alasdairforsythe / tokenmonster
  Ungreedy subword tokenizer and vocabulary trainer for Python, Go & Javascript
  ☆599Updated last year
• lucidrains / llama-qrlhf
  Implementation of the Llama architecture with RLHF + Q-learning
  ☆166Updated 7 months ago
• llm-efficiency-challenge / neurips_llm_efficiency_challenge
  NeurIPS Large Language Model Efficiency Challenge: 1 LLM + 1GPU + 1Day
  ☆256Updated last year
• lucidrains / pytorch-custom-utils
  Just some miscellaneous utility functions / decorators / modules related to Pytorch and Accelerate to help speed up implementation of new…
  ☆124Updated last year
• facebookresearch / mega
  Sequence modeling with Mega.
  ☆300Updated 2 years ago
• HazyResearch / safari
  Convolutions for Sequence Modeling
  ☆898Updated last year
• ofirpress / attention_with_linear_biases
  Code for the ALiBi method for transformer language models (ICLR 2022)
  ☆542Updated last year
• mlfoundations / open_lm
  A repository for research on medium sized language models.
  ☆510Updated 3 months ago
• HomebrewML / HeavyBall
  Efficient optimizers
  ☆261Updated last month
• llm-random / llm-random
  ☆195Updated last week