stas00 / ml-waysLinks
ML/DL Math and Method notes
☆61Updated last year
Alternatives and similar repositories for ml-ways
Users that are interested in ml-ways are comparing it to the libraries listed below
Sorting:
- Repository containing awesome resources regarding Hugging Face tooling.☆47Updated last year
- This code repository contains the code used for my "Optimizing Memory Usage for Training LLMs and Vision Transformers in PyTorch" blog po…☆92Updated 2 years ago
- A place to store reusable transformer components of my own creation or found on the interwebs☆56Updated last week
- Genalog is an open source, cross-platform python package allowing generation of synthetic document images with custom degradations and te…☆42Updated last year
- Supercharge huggingface transformers with model parallelism.☆77Updated 9 months ago
- ☆79Updated last year
- ☆20Updated last year
- 🤝 Trade any tensors over the network☆30Updated last year
- Make triton easier☆47Updated last year
- Slides and recordings of talks hosted by our community☆20Updated last year
- Large scale 4D parallelism pre-training for 🤗 transformers in Mixture of Experts *(still work in progress)*☆85Updated last year
- Utilities for Training Very Large Models☆58Updated 9 months ago
- A sample pattern for running CI tests on Modal☆18Updated 3 months ago
- ☆23Updated 2 years ago
- ☆30Updated 8 months ago
- Code for NeurIPS LLM Efficiency Challenge☆59Updated last year
- A miniture AI training framework for PyTorch☆42Updated 5 months ago
- LLM training in simple, raw C/CUDA☆15Updated 7 months ago
- Context Manager to profile the forward and backward times of PyTorch's nn.Module☆83Updated last year
- a pipeline for using api calls to agnostically convert unstructured data into structured training data☆30Updated 9 months ago
- Automatically take good care of your preemptible TPUs☆36Updated 2 years ago
- ☆62Updated last week
- A Python wrapper around HuggingFace's TGI (text-generation-inference) and TEI (text-embedding-inference) servers.☆33Updated 2 months ago
- Easily run PyTorch on multiple GPUs & machines☆46Updated 2 weeks ago
- Demo of the unit_scaling library, showing how a model can be easily adapted to train in FP8.☆46Updated 11 months ago
- I learn about and explain quantization☆26Updated last year
- Experiment of using Tangent to autodiff triton☆79Updated last year
- Highly commented implementations of Transformers in PyTorch☆136Updated last year
- train with kittens!☆61Updated 8 months ago
- Code for the examples presented in the talk "Training a Llama in your backyard: fine-tuning very large models on consumer hardware" given…☆14Updated last year