How to use BurnyCoder/grokking-modular-multiplication-transformer with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-classification", model="BurnyCoder/grokking-modular-multiplication-transformer")
# Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("BurnyCoder/grokking-modular-multiplication-transformer", device_map="auto")
https://huggingface.co/BurnyCoder/grokking-modular-multiplication-transformer/resolve/main/output/attention_patterns.png
hf download hf://BurnyCoder/grokking-modular-multiplication-transformer/output/attention_patterns.png
curl -L -o attention_patterns.png https://huggingface.co/BurnyCoder/grokking-modular-multiplication-transformer/resolve/main/output/attention_patterns.png
