How to use beethogedeon/UltraFinBERT-150M with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-classification", model="beethogedeon/UltraFinBERT-150M", trust_remote_code=True)
# pip install -U transformers accelerate # Load model directly from transformers import AutoTokenizer, AutoModelForSequenceClassification tokenizer = AutoTokenizer.from_pretrained("beethogedeon/UltraFinBERT-150M", trust_remote_code=True) model = AutoModelForSequenceClassification.from_pretrained("beethogedeon/UltraFinBERT-150M", trust_remote_code=True, device_map="auto")
https://huggingface.co/beethogedeon/UltraFinBERT-150M/resolve/main/split_distribution.csv
hf download hf://beethogedeon/UltraFinBERT-150M/split_distribution.csv
curl -L -o split_distribution.csv https://huggingface.co/beethogedeon/UltraFinBERT-150M/resolve/main/split_distribution.csv
