zyushun / Adam-miniLinks
Code for Adam-mini: Use Fewer Learning Rates To Gain More https://arxiv.org/abs/2406.16793
☆437Updated 4 months ago
Alternatives and similar repositories for Adam-mini
Users that are interested in Adam-mini are comparing it to the libraries listed below
Sorting:
- Quick implementation of nGPT, learning entirely on the hypersphere, from NvidiaAI☆291Updated 4 months ago
- Normalized Transformer (nGPT)☆190Updated 10 months ago
- Implementation of 💍 Ring Attention, from Liu et al. at Berkeley AI, in Pytorch☆539Updated 4 months ago
- [ICLR2025 Spotlight🔥] Official Implementation of TokenFormer: Rethinking Transformer Scaling with Tokenized Model Parameters☆575Updated 7 months ago
- ☆302Updated 5 months ago
- [ICLR 2025] Official PyTorch Implementation of Gated Delta Networks: Improving Mamba2 with Delta Rule☆312Updated 3 weeks ago
- ☆531Updated 2 weeks ago
- PyTorch implementation of Infini-Transformer from "Leave No Context Behind: Efficient Infinite Context Transformers with Infini-attention…☆291Updated last year
- Memory layers use a trainable key-value lookup mechanism to add extra parameters to a model without increasing FLOPs. Conceptually, spars…☆342Updated 9 months ago
- Some preliminary explorations of Mamba's context scaling.☆217Updated last year
- Code for exploring Based models from "Simple linear attention language models balance the recall-throughput tradeoff"☆240Updated 4 months ago
- When it comes to optimizers, it's always better to be safe than sorry☆373Updated last week
- 🚀 Efficiently (pre)training foundation models with native PyTorch features, including FSDP for training and SDPA implementation of Flash…☆269Updated 2 months ago
- [NeurIPS 2024] Official Repository of The Mamba in the Llama: Distilling and Accelerating Hybrid Models☆230Updated 5 months ago
- Lightning Attention-2: A Free Lunch for Handling Unlimited Sequence Lengths in Large Language Models☆327Updated 7 months ago
- Implementation of ST-Moe, the latest incarnation of MoE after years of research at Brain, in Pytorch☆362Updated last year
- Q-GaLore: Quantized GaLore with INT4 Projection and Layer-Adaptive Low-Rank Gradients.☆201Updated last year
- [ICML2024 (Oral)] Official PyTorch implementation of DoRA: Weight-Decomposed Low-Rank Adaptation☆864Updated last year
- ☆228Updated last year
- Implementation of the sparse attention pattern proposed by the Deepseek team in their "Native Sparse Attention" paper☆765Updated last month
- Helpful tools and examples for working with flex-attention☆997Updated last month
- Flash-Muon: An Efficient Implementation of Muon Optimizer☆189Updated 3 months ago
- A family of compressed models obtained via pruning and knowledge distillation☆352Updated 10 months ago
- Repo for "LoLCATs: On Low-Rank Linearizing of Large Language Models"☆247Updated 8 months ago
- 🔥 A minimal training framework for scaling FLA models☆259Updated 3 weeks ago
- Efficient LLM Inference over Long Sequences☆390Updated 3 months ago
- Low-bit optimizers for PyTorch☆131Updated 2 years ago
- Code for "LayerSkip: Enabling Early Exit Inference and Self-Speculative Decoding", ACL 2024☆338Updated 5 months ago
- ☆230Updated last year
- The official implementation of the paper "What Matters in Transformers? Not All Attention is Needed".☆177Updated 6 months ago