sradc / pretraining-BERTLinks
Pre-train BERT from scratch, with HuggingFace. Accompanies the blog post: sidsite.com/posts/bert-from-scratch
☆43Updated 6 months ago
Alternatives and similar repositories for pretraining-BERT
Users that are interested in pretraining-BERT are comparing it to the libraries listed below
Sorting:
- ☆94Updated 2 years ago
- Functional local implementations of main model parallelism approaches☆95Updated 2 years ago
- Highly commented implementations of Transformers in PyTorch☆139Updated 2 years ago
- gzip Predicts Data-dependent Scaling Laws☆34Updated last year
- ☆62Updated 2 years ago
- Minimal example scripts of the Hugging Face Trainer, focused on staying under 150 lines☆196Updated 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
- ML/DL Math and Method notes☆64Updated 2 years ago
- Documented and Unit Tested educational Deep Learning framework with Autograd from scratch.☆122Updated last year
- An introduction to LLM Sampling☆79Updated 11 months ago
- experiments with inference on llama☆103Updated last year
- Seemless interface of using PyTOrch distributed with Jupyter notebooks☆57Updated 2 months ago
- Various handy scripts to quickly setup new Linux and Windows sandboxes, containers and WSL.☆40Updated last month
- Supercharge huggingface transformers with model parallelism.☆77Updated 4 months ago
- A place to store reusable transformer components of my own creation or found on the interwebs☆63Updated this week
- Simplified implementation of UMAP like dimensionality reduction algorithm☆53Updated last year
- Your favourite classical machine learning algos on the GPU/TPU☆20Updated 11 months ago
- ☆22Updated 2 years ago
- 📝 Reference-Free automatic summarization evaluation with potential hallucination detection☆103Updated last year
- ☆82Updated last year
- ☆56Updated last year
- Genalog is an open source, cross-platform python package allowing generation of synthetic document images with custom degradations and te…☆44Updated last year
- Comprehensive analysis of difference in performance of QLora, Lora, and Full Finetunes.☆83Updated 2 years ago
- JAX notebook showing how to LoRA + GPTQ arbitrary models☆10Updated 2 years ago
- Automatic gradient descent☆215Updated 2 years ago
- A tool to analyze and debug neural networks in pytorch. Use a GUI to traverse the computation graph and view the data from many different…☆295Updated last year
- A really tiny autograd engine☆96Updated 6 months ago
- A lightweight PyTorch implementation of the Transformer-XL architecture proposed by Dai et al. (2019)☆37Updated 2 years ago
- Code implementing "Efficient Parallelization of a Ubiquitious Sequential Computation" (Heinsen, 2023)☆97Updated last year
- ☆144Updated 2 years ago