CG80499 / KAN-GPT-2
Training small GPT-2 style models using Kolmogorov-Arnold networks.
☆116Updated 10 months ago
Alternatives and similar repositories for KAN-GPT-2:
Users that are interested in KAN-GPT-2 are comparing it to the libraries listed below
- A single repo with all scripts and utils to train / fine-tune the Mamba model with or without FIM☆54Updated last year
- ☆93Updated 2 months ago
- PyTorch Implementation of Jamba: "Jamba: A Hybrid Transformer-Mamba Language Model"☆166Updated last week
- Explorations into the proposal from the paper "Grokfast, Accelerated Grokking by Amplifying Slow Gradients"☆98Updated 3 months ago
- Pytorch implementation of the PEER block from the paper, Mixture of A Million Experts, by Xu Owen He at Deepmind☆123Updated 7 months ago
- Deep learning library implemented from scratch in numpy. Mixtral, Mamba, LLaMA, GPT, ResNet, and other experiments.☆51Updated last year
- Attempt to make multiple residual streams from Bytedance's Hyper-Connections paper accessible to the public☆82Updated 2 months ago
- Simple, minimal implementation of the Mamba SSM in one pytorch file. Using logcumsumexp (Heisen sequence).☆112Updated 6 months ago
- Collection of autoregressive model implementation☆85Updated 2 months ago
- ☆113Updated this week
- Trying out the Mamba architecture on small examples (cifar-10, shakespeare char level etc.)☆45Updated last year
- A State-Space Model with Rational Transfer Function Representation.☆78Updated 11 months ago
- Implementation of the Llama architecture with RLHF + Q-learning☆163Updated 2 months ago
- ☆182Updated this week
- Code repository for Black Mamba☆245Updated last year
- Kolmogorov-Arnold Networks (KAN) using Chebyshev polynomials instead of B-splines.☆369Updated 11 months ago
- Integrating Mamba/SSMs with Transformer for Enhanced Long Context and High-Quality Sequence Modeling☆191Updated last week
- A byte-level decoder architecture that matches the performance of tokenized Transformers.☆63Updated 11 months ago
- The simplest, fastest repository for training/finetuning medium-sized xLSTMs.☆42Updated 10 months ago
- Quick implementation of nGPT, learning entirely on the hypersphere, from NvidiaAI☆279Updated 3 weeks ago
- an open source reproduction of NVIDIA's nGPT (Normalized Transformer with Representation Learning on the Hypersphere)☆95Updated last month
- ☆46Updated 5 months ago
- σ-GPT: A New Approach to Autoregressive Models☆62Updated 8 months ago
- Understand and test language model architectures on synthetic tasks.☆191Updated last month
- Explorations into the recently proposed Taylor Series Linear Attention☆97Updated 7 months ago
- Implementation of Infini-Transformer in Pytorch☆110Updated 3 months ago
- Just some miscellaneous utility functions / decorators / modules related to Pytorch and Accelerate to help speed up implementation of new…☆120Updated 8 months ago
- Code to reproduce "Transformers Can Do Arithmetic with the Right Embeddings", McLeish et al (NeurIPS 2024)☆189Updated 10 months ago
- Official repository for the paper "SwitchHead: Accelerating Transformers with Mixture-of-Experts Attention"☆97Updated 6 months ago
- Block Transformer: Global-to-Local Language Modeling for Fast Inference (NeurIPS 2024)☆151Updated 4 months ago