How to use Gkumi/4-epoch with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("token-classification", model="Gkumi/4-epoch")
# pip install -U transformers accelerate # Load model directly from transformers import AutoTokenizer, AutoModelForTokenClassification tokenizer = AutoTokenizer.from_pretrained("Gkumi/4-epoch") model = AutoModelForTokenClassification.from_pretrained("Gkumi/4-epoch", device_map="auto")
https://huggingface.co/Gkumi/4-epoch/resolve/main/tokenizer.json
hf download hf://Gkumi/4-epoch/tokenizer.json
curl -L -o tokenizer.json https://huggingface.co/Gkumi/4-epoch/resolve/main/tokenizer.json
