Alternatives and similar repositories for minLoRA

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

• lucidrains / recurrent-memory-transformer-pytorch
  Implementation of Recurrent Memory Transformer, Neurips 2022 paper, in Pytorch
  ☆410Updated 6 months ago
• HazyResearch / H3
  Language Modeling with the H3 State Space Model
  ☆519Updated last year
• kyegomez / Sophia
  Effortless plugin and play Optimizer to cut model training costs by 50%. New optimizer that is 2x faster than Adam on LLMs.
  ☆380Updated last year
• facebookresearch / dadaptation
  D-Adaptation for SGD, Adam and AdaGrad
  ☆523Updated 5 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"
  ☆379Updated last year
• srush / annotated-mamba
  Annotated version of the Mamba paper
  ☆485Updated last year
• Liuhong99 / Sophia
  The official implementation of “Sophia: A Scalable Stochastic Second-order Optimizer for Language Model Pre-training”
  ☆962Updated last year
• lucidrains / simple-hierarchical-transformer
  Experiments around a simple idea for inducing multiple hierarchical predictive model within a GPT
  ☆214Updated 10 months ago
• lucidrains / CoLT5-attention
  Implementation of the conditionally routed attention in the CoLT5 architecture, in Pytorch
  ☆230Updated 10 months ago
• lucidrains / MEGABYTE-pytorch
  Implementation of MEGABYTE, Predicting Million-byte Sequences with Multiscale Transformers, in Pytorch
  ☆645Updated 6 months ago
• lucidrains / rotary-embedding-torch
  Implementation of Rotary Embeddings, from the Roformer paper, in Pytorch
  ☆707Updated this week
• HazyResearch / m2
  Repo for "Monarch Mixer: A Simple Sub-Quadratic GEMM-Based Architecture"
  ☆555Updated 6 months ago
• JonasGeiping / cramming
  Cramming the training of a (BERT-type) language model into limited compute.
  ☆1,338Updated last year
• PiotrNawrot / nanoT5
  Fast & Simple repository for pre-training and fine-tuning T5-style models
  ☆1,005Updated 10 months ago
• lucidrains / st-moe-pytorch
  Implementation of ST-Moe, the latest incarnation of MoE after years of research at Brain, in Pytorch
  ☆345Updated last year
• tmabraham / diffusion_reading_group
  Diffusion Reading Group at EleutherAI
  ☆321Updated last year
• ofirpress / attention_with_linear_biases
  Code for the ALiBi method for transformer language models (ICLR 2022)
  ☆536Updated last year
• sanjeevanahilan / nanoChatGPT
  A crude RLHF layer on top of nanoGPT with Gumbel-Softmax trick
  ☆290Updated last year
• HazyResearch / safari
  Convolutions for Sequence Modeling
  ☆891Updated last year
• samuela / git-re-basin
  Code release for "Git Re-Basin: Merging Models modulo Permutation Symmetries"
  ☆480Updated 2 years ago
• Guitaricet / relora
  Official code for ReLoRA from the paper Stack More Layers Differently: High-Rank Training Through Low-Rank Updates
  ☆458Updated last year
• pbelcak / fastfeedforward
  A repository for log-time feedforward networks
  ☆222Updated last year
• microsoft / mup
  maximal update parametrization (µP)
  ☆1,554Updated 11 months ago
• apple / ml-sigma-reparam
  ☆303Updated last year
• mlfoundations / open_lm
  A repository for research on medium sized language models.
  ☆502Updated last month
• lucidrains / memorizing-transformers-pytorch
  Implementation of Memorizing Transformers (ICLR 2022), attention net augmented with indexing and retrieval of memories using approximate …
  ☆634Updated last year
• madaan / minimal-text-diffusion
  A minimal implementation of diffusion models for text generation
  ☆382Updated 2 years ago
• srush / annotated-s4
  Implementation of https://srush.github.io/annotated-s4
  ☆498Updated 3 weeks ago
• RAIVNLab / MRL
  Code repository for the paper - "Matryoshka Representation Learning"
  ☆520Updated last year
• lucidrains / ema-pytorch
  A simple way to keep track of an Exponential Moving Average (EMA) version of your Pytorch model
  ☆594Updated 7 months ago