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