zyushun / Adam-mini
Code for Adam-mini: Use Fewer Learning Rates To Gain More https://arxiv.org/abs/2406.16793
☆380Updated last month
Alternatives and similar repositories for Adam-mini:
Users that are interested in Adam-mini are comparing it to the libraries listed below
- Memory layers use a trainable key-value lookup mechanism to add extra parameters to a model without increasing FLOPs. Conceptually, spars…☆288Updated last month
- [ICML2024 (Oral)] Official PyTorch implementation of DoRA: Weight-Decomposed Low-Rank Adaptation☆687Updated 3 months ago
- Muon optimizer for neural networks: >30% extra sample efficiency, <3% wallclock overhead☆219Updated 3 weeks ago
- Implementation of 💍 Ring Attention, from Liu et al. at Berkeley AI, in Pytorch☆498Updated 3 months ago
- Implementation of DoRA☆288Updated 7 months ago
- Helpful tools and examples for working with flex-attention☆603Updated this week
- When it comes to optimizers, it's always better to be safe than sorry☆166Updated this week
- ☆243Updated 4 months ago
- Q-GaLore: Quantized GaLore with INT4 Projection and Layer-Adaptive Low-Rank Gradients.☆190Updated 6 months ago
- Normalized Transformer (nGPT)☆146Updated 2 months ago
- PyTorch implementation of Infini-Transformer from "Leave No Context Behind: Efficient Infinite Context Transformers with Infini-attention…☆286Updated 8 months ago
- [ICLR2025] Official Implementation of TokenFormer: Rethinking Transformer Scaling with Tokenized Model Parameters☆482Updated this week
- Official PyTorch implementation of QA-LoRA☆122Updated 10 months ago
- Quick implementation of nGPT, learning entirely on the hypersphere, from NvidiaAI☆271Updated 2 months ago
- ☆180Updated this week
- Some preliminary explorations of Mamba's context scaling.☆209Updated 11 months ago
- LoRA and DoRA from Scratch Implementations☆195Updated 10 months ago
- Efficient LLM Inference over Long Sequences☆349Updated last month
- Repo for Rho-1: Token-level Data Selection & Selective Pretraining of LLMs.☆387Updated 9 months ago
- ☆121Updated 3 weeks ago
- Code for exploring Based models from "Simple linear attention language models balance the recall-throughput tradeoff"☆219Updated last month
- ☆208Updated 7 months ago
- Pytorch implementation of the PEER block from the paper, Mixture of A Million Experts, by Xu Owen He at Deepmind☆115Updated 5 months ago
- PiSSA: Principal Singular Values and Singular Vectors Adaptation of Large Language Models(NeurIPS 2024 Spotlight)☆312Updated last week
- Repo for "LoLCATs: On Low-Rank Linearizing of Large Language Models"☆204Updated last month
- Implementation of ST-Moe, the latest incarnation of MoE after years of research at Brain, in Pytorch☆299Updated 7 months ago
- ☆214Updated 7 months ago
- ☆309Updated 3 weeks ago
- [ICML 2024] CLLMs: Consistency Large Language Models☆368Updated 2 months ago
- [NeurIPS 2024] Official Repository of The Mamba in the Llama: Distilling and Accelerating Hybrid Models☆190Updated last week