a-r-r-o-w / kanformerLinks
Naively combining transformers and Kolmogorov-Arnold Networks to learn and experiment
☆36Updated last year
Alternatives and similar repositories for kanformer
Users that are interested in kanformer are comparing it to the libraries listed below
Sorting:
- An easy to use PyTorch implementation of the Kolmogorov Arnold Network and a few novel variations☆186Updated 11 months ago
- Variations of Kolmogorov-Arnold Networks☆115Updated last year
- PyTorch Implementation of Jamba: "Jamba: A Hybrid Transformer-Mamba Language Model"☆195Updated 3 weeks ago
- Kolmogorov-Arnold Networks (KAN) using Chebyshev polynomials instead of B-splines.☆392Updated last year
- First-principle implementations of groundbreaking AI algorithms using a wide range of deep learning frameworks, accompanied by supporting…☆179Updated 4 months ago
- Integrating Mamba/SSMs with Transformer for Enhanced Long Context and High-Quality Sequence Modeling☆210Updated last month
- Understanding Kolmogorov-Arnold Networks: A Tutorial Series on KAN using Toy Examples☆202Updated 5 months ago
- FastKAN: Very Fast Implementation of Kolmogorov-Arnold Networks (KAN)☆447Updated last year
- my attempts at implementing various bits of Sepp Hochreiter's new xLSTM architecture☆133Updated last year
- Benchmark for efficiency in memory and time of different KAN implementations.☆136Updated last year
- LORA: Low-Rank Adaptation of Large Language Models implemented using PyTorch☆117Updated 2 years ago
- Pytorch implementation of the xLSTM model by Beck et al. (2024)☆179Updated last year
- Code repository for Black Mamba☆259Updated last year
- Simple, minimal implementation of the Mamba SSM in one pytorch file. Using logcumsumexp (Heisen sequence).☆127Updated last year
- ☆97Updated last year
- Training small GPT-2 style models using Kolmogorov-Arnold networks.☆121Updated last year
- Trying out the Mamba architecture on small examples (cifar-10, shakespeare char level etc.)☆47Updated last year
- A More Fair and Comprehensive Comparison between KAN and MLP☆176Updated last year
- LoRA and DoRA from Scratch Implementations☆214Updated last year
- Quick implementation of nGPT, learning entirely on the hypersphere, from NvidiaAI☆292Updated 5 months ago
- The PyTorch implementation of Generative Pre-trained Transformers (GPTs) using Kolmogorov-Arnold Networks (KANs) for language modeling☆725Updated 11 months ago
- Notes on the Mamba and the S4 model (Mamba: Linear-Time Sequence Modeling with Selective State Spaces)☆173Updated last year
- Official Implementation of "ADOPT: Modified Adam Can Converge with Any β2 with the Optimal Rate"☆427Updated 11 months ago
- Implementation of MoE Mamba from the paper: "MoE-Mamba: Efficient Selective State Space Models with Mixture of Experts" in Pytorch and Ze…☆115Updated last month
- A simple but robust PyTorch implementation of RetNet from "Retentive Network: A Successor to Transformer for Large Language Models" (http…☆106Updated last year
- Build high-performance AI models with modular building blocks☆567Updated 2 weeks ago
- ☆745Updated last year
- Implementation on how to use Kolmogorov-Arnold Networks (KANs) for classification and regression tasks.☆260Updated last year
- Repo for "Monarch Mixer: A Simple Sub-Quadratic GEMM-Based Architecture"☆561Updated 10 months ago
- Resources about xLSTM by Sepp Hochreiter☆317Updated last year