lucidrains / grokfast-pytorchLinks
Explorations into the proposal from the paper "Grokfast, Accelerated Grokking by Amplifying Slow Gradients"
☆100Updated 5 months ago
Alternatives and similar repositories for grokfast-pytorch
Users that are interested in grokfast-pytorch are comparing it to the libraries listed below
Sorting:
- ☆80Updated last year
- Implementation of GateLoop Transformer in Pytorch and Jax☆88Updated 11 months ago
- Exploration into the proposed "Self Reasoning Tokens" by Felipe Bonetto☆56Updated last year
- Pytorch implementation of the PEER block from the paper, Mixture of A Million Experts, by Xu Owen He at Deepmind☆124Updated 9 months ago
- Implementation of Infini-Transformer in Pytorch☆111Updated 5 months ago
- Collection of autoregressive model implementation☆85Updated last month
- Attempt to make multiple residual streams from Bytedance's Hyper-Connections paper accessible to the public☆83Updated 3 months ago
- Efficiently discovering algorithms via LLMs with evolutionary search and reinforcement learning.☆98Updated last month
- ☆95Updated 4 months ago
- Implementation of the Llama architecture with RLHF + Q-learning☆165Updated 4 months ago
- σ-GPT: A New Approach to Autoregressive Models☆64Updated 9 months ago
- Explorations into the recently proposed Taylor Series Linear Attention☆98Updated 9 months ago
- Implementation of a Light Recurrent Unit in Pytorch☆47Updated 7 months ago
- Focused on fast experimentation and simplicity☆73Updated 5 months ago
- Just some miscellaneous utility functions / decorators / modules related to Pytorch and Accelerate to help speed up implementation of new…☆120Updated 10 months ago
- ☆49Updated last year
- Minimal (400 LOC) implementation Maximum (multi-node, FSDP) GPT training☆127Updated last year
- supporting pytorch FSDP for optimizers☆79Updated 5 months ago
- Transformer with Mu-Parameterization, implemented in Jax/Flax. Supports FSDP on TPU pods.☆30Updated last week
- Tiled Flash Linear Attention library for fast and efficient mLSTM Kernels.☆56Updated 2 weeks ago
- Implementation of Gradient Agreement Filtering, from Chaubard et al. of Stanford, but for single machine microbatches, in Pytorch☆25Updated 4 months ago
- open source alpha evolve☆62Updated 2 weeks ago
- Implementation of the proposed Adam-atan2 from Google Deepmind in Pytorch☆104Updated 6 months ago
- Training small GPT-2 style models using Kolmogorov-Arnold networks.☆117Updated last year
- Some personal experiments around routing tokens to different autoregressive attention, akin to mixture-of-experts☆119Updated 7 months ago
- An implementation of PSGD Kron second-order optimizer for PyTorch☆91Updated 2 months ago
- ☆53Updated last year
- Tiny re-implementation of MDM in style of LLaDA and nano-gpt speedrun☆52Updated 2 months ago
- ☆185Updated 6 months ago
- Train a SmolLM-style llm on fineweb-edu in JAX/Flax with an assortment of optimizers.☆17Updated 2 months ago