sholtodouglas / scalingExperimentsLinks
☆61Updated 3 years ago
Alternatives and similar repositories for scalingExperiments
Users that are interested in scalingExperiments are comparing it to the libraries listed below
Sorting:
- Implementation of the specific Transformer architecture from PaLM - Scaling Language Modeling with Pathways - in Jax (Equinox framework)☆187Updated 3 years ago
- Train very large language models in Jax.☆206Updated last year
- HomebrewNLP in JAX flavour for maintable TPU-Training☆50Updated last year
- LoRA for arbitrary JAX models and functions☆141Updated last year
- Inference code for LLaMA models in JAX☆118Updated last year
- Large scale 4D parallelism pre-training for 🤗 transformers in Mixture of Experts *(still work in progress)*☆87Updated last year
- A case study of efficient training of large language models using commodity hardware.☆68Updated 3 years ago
- Amos optimizer with JEstimator lib.☆82Updated last year
- Implementation of Flash Attention in Jax☆216Updated last year
- Automatically take good care of your preemptible TPUs☆36Updated 2 years ago
- JAX implementation of the Llama 2 model☆219Updated last year
- Machine Learning eXperiment Utilities☆46Updated 3 weeks ago
- ☆20Updated 2 years ago
- JAX Synergistic Memory Inspector☆178Updated last year
- ☆188Updated 3 weeks ago
- some common Huggingface transformers in maximal update parametrization (µP)☆82Updated 3 years ago
- seqax = sequence modeling + JAX☆166Updated last month
- A set of Python scripts that makes your experience on TPU better☆54Updated last year
- ☆87Updated last year
- If it quacks like a tensor...☆58Updated 9 months ago
- ☆53Updated last year
- ☆67Updated 3 years ago
- Minimal (400 LOC) implementation Maximum (multi-node, FSDP) GPT training☆130Updated last year
- Serialize JAX, Flax, Haiku, or Objax model params with 🤗`safetensors`☆45Updated last year
- Yet another random morning idea to be quickly tried and architecture shared if it works; to allow the transformer to pause for any amount…☆53Updated last year
- ☆67Updated 3 years ago
- A flexible and efficient implementation of Flash Attention 2.0 for JAX, supporting multiple backends (GPU/TPU/CPU) and platforms (Triton/…☆23Updated 5 months ago
- Experiment of using Tangent to autodiff triton☆80Updated last year
- A library to create and manage configuration files, especially for machine learning projects.☆79Updated 3 years ago
- Various transformers for FSDP research☆38Updated 2 years ago