Alternatives and similar repositories for Adam-mini

Users that are interested in Adam-mini are comparing it to the libraries listed below

• NVIDIA / ngpt
  Normalized Transformer (nGPT)
  ☆196Updated last year
• lucidrains / ring-attention-pytorch
  Implementation of 💍 Ring Attention, from Liu et al. at Berkeley AI, in Pytorch
  ☆549Updated 8 months ago
• NVlabs / GatedDeltaNet
  [ICLR 2025] Official PyTorch Implementation of Gated Delta Networks: Improving Mamba2 with Delta Rule
  ☆429Updated 4 months ago
• dingo-actual / infini-transformer
  PyTorch implementation of Infini-Transformer from "Leave No Context Behind: Efficient Infinite Context Transformers with Infini-attention…
  ☆294Updated last year
• lucidrains / nGPT-pytorch
  Quick implementation of nGPT, learning entirely on the hypersphere, from NvidiaAI
  ☆293Updated 7 months ago
• GraphPKU / PiSSA
  PiSSA: Principal Singular Values and Singular Vectors Adaptation of Large Language Models(NeurIPS 2024 Spotlight)
  ☆406Updated 6 months ago
• lucidrains / st-moe-pytorch
  Implementation of ST-Moe, the latest incarnation of MoE after years of research at Brain, in Pytorch
  ☆375Updated last year
• apple / ml-sigmoid-attention
  ☆304Updated 8 months ago
• foundation-model-stack / fms-fsdp
  🚀 Efficiently (pre)training foundation models with native PyTorch features, including FSDP for training and SDPA implementation of Flash…
  ☆278Updated last month
• apple / ml-cross-entropy
  ☆578Updated 3 months ago
• facebookresearch / memory
  Memory layers use a trainable key-value lookup mechanism to add extra parameters to a model without increasing FLOPs. Conceptually, spars…
  ☆370Updated last year
• nikhilgsh / loraplus
  ☆230Updated last year
• HazyResearch / lolcats
  Repo for "LoLCATs: On Low-Rank Linearizing of Large Language Models"
  ☆250Updated 11 months ago
• catid / dora
  Implementation of DoRA
  ☆307Updated last year
• jzhang38 / LongMamba
  Some preliminary explorations of Mamba's context scaling.
  ☆217Updated last year
• Haiyang-W / TokenFormer
  [ICLR2025 Spotlight🔥] Official Implementation of TokenFormer: Rethinking Transformer Scaling with Tokenized Model Parameters
  ☆582Updated 11 months ago
• VITA-Group / Q-GaLore
  Q-GaLore: Quantized GaLore with INT4 Projection and Layer-Adaptive Low-Rank Gradients.
  ☆201Updated last year
• kyleliang919 / C-Optim
  When it comes to optimizers, it's always better to be safe than sorry
  ☆399Updated 3 months ago
• nil0x9 / flash-muon
  Flash-Muon: An Efficient Implementation of Muon Optimizer
  ☆229Updated 7 months ago
• wolfecameron / nanoMoE
  An extension of the nanoGPT repository for training small MOE models.
  ☆226Updated 10 months ago
• HazyResearch / based
  Code for exploring Based models from "Simple linear attention language models balance the recall-throughput tradeoff"
  ☆244Updated 7 months ago
• thu-ml / low-bit-optimizers
  Low-bit optimizers for PyTorch
  ☆137Updated 2 years ago
• NVlabs / Minitron
  A family of compressed models obtained via pruning and knowledge distillation
  ☆363Updated 2 months ago
• huggingface / kernels
  Load compute kernels from the Hub
  ☆376Updated this week
• lucidrains / native-sparse-attention-pytorch
  Implementation of the sparse attention pattern proposed by the Deepseek team in their "Native Sparse Attention" paper
  ☆793Updated 5 months ago
• NVlabs / DoRA
  [ICML2024 (Oral)] Official PyTorch implementation of DoRA: Weight-Decomposed Low-Rank Adaptation
  ☆922Updated last year
• huggingface / picotron_tutorial
  ☆224Updated last month
• yxli2123 / LoftQ
  ☆234Updated last year
• jxiw / MambaInLlama
  [NeurIPS 2024] Official Repository of The Mamba in the Llama: Distilling and Accelerating Hybrid Models
  ☆234Updated 3 months ago
• tensorgi / TPA
  [NeurIPS 2025 Spotlight] TPA: Tensor ProducT ATTenTion Transformer (T6) (https://arxiv.org/abs/2501.06425)
  ☆445Updated last week