Alternatives and similar repositories for nanogpt-speedrun:

Users that are interested in nanogpt-speedrun are comparing it to the libraries listed below

• lucaslingle / mu_transformer
  Transformer with Mu-Parameterization, implemented in Jax/Flax. Supports FSDP on TPU pods.
  ☆30Updated 3 months ago
• lucidrains / GAF-microbatch-pytorch
  Implementation of Gradient Agreement Filtering, from Chaubard et al. of Stanford, but for single machine microbatches, in Pytorch
  ☆23Updated 2 months ago
• leloykun / modded-nanogpt
  NanoGPT (124M) quality in 2.67B tokens
  ☆28Updated last month
• joey00072 / ohara
  Collection of autoregressive model implementation
  ☆83Updated last month
• BlinkDL / modded-nanogpt-rwkv
  RWKV-7: Surpassing GPT
  ☆82Updated 4 months ago
• kyegomez / OpenStrawberry
  An open source replication of the stawberry method that leverages Monte Carlo Search with PPO and or DPO
  ☆28Updated 2 weeks ago
• kyleliang919 / Super_Muon
  ☆47Updated this week
• kaiokendev / cutoff-len-is-context-len
  Demonstration that finetuning RoPE model on larger sequences than the pre-trained model adapts the model context limit
  ☆63Updated last year
• JoeLi12345 / nGPT
  an open source reproduction of NVIDIA's nGPT (Normalized Transformer with Representation Learning on the Hypersphere)
  ☆91Updated 2 weeks ago
• joey00072 / microjax
  Jax like function transformation engine but micro, microjax
  ☆30Updated 5 months ago
• RWKV / ZeroCoT
  https://x.com/BlinkDL_AI/status/1884768989743882276
  ☆27Updated last month
• s-smits / grpo-optuna
  Optimizing Causal LMs through GRPO with weighted reward functions and automated hyperparameter tuning using Optuna
  ☆39Updated last month
• ElleLeonne / Lightning-ReLoRA
  A public implementation of the ReLoRA pretraining method, built on Lightning-AI's Pytorch Lightning suite.
  ☆33Updated last year
• fal-ai-community / NativeSparseAttention
  research impl of Native Sparse Attention (2502.11089)
  ☆54Updated last month
• ethansmith2000 / TransformerExperiments
  ☆19Updated this week
• evanatyourservice / llm-jax
  Train a SmolLM-style llm on fineweb-edu in JAX/Flax with an assortment of optimizers.
  ☆17Updated last week
• CERC-AAI / Robin
  ☆63Updated 6 months ago
• lucidrains / transformer-lm-gan
  Explorations into adversarial losses on top of autoregressive loss for language modeling
  ☆35Updated last month
• kjslag / spacebyte
  A byte-level decoder architecture that matches the performance of tokenized Transformers.
  ☆63Updated 11 months ago
• shreyansh26 / Attention-Mask-Patterns
  Using FlexAttention to compute attention with different masking patterns
  ☆42Updated 6 months ago
• kyegomez / FastFF
  Zeta implementation of a reusable and plug in and play feedforward from the paper "Exponentially Faster Language Modeling"
  ☆15Updated 4 months ago
• LegallyCoder / mamba-hf
  Implementation of the Mamba SSM with hf_integration.
  ☆56Updated 6 months ago
• katzurik / Knowledge_Navigator
  ☆19Updated 3 weeks ago
• drisspg / transformer_nuggets
  A place to store reusable transformer components of my own creation or found on the interwebs
  ☆48Updated this week
• lucidrains / grokfast-pytorch
  Explorations into the proposal from the paper "Grokfast, Accelerated Grokking by Amplifying Slow Gradients"
  ☆98Updated 3 months ago
• minosvasilias / simple_grpo
  Simple GRPO scripts and configurations.
  ☆58Updated last month
• RobertCsordas / moe
  Official repository for the paper "Approximating Two-Layer Feedforward Networks for Efficient Transformers"
  ☆36Updated last year
• ClashLuke / SOAP
  ☆21Updated 4 months ago
• fal-ai / diffusion-speedrun
  Focused on fast experimentation and simplicity
  ☆69Updated 3 months ago
• amirzandieh / HyperAttention
  Triton Implementation of HyperAttention Algorithm
  ☆47Updated last year