How to use minuva/MiniLMv2-toxic-jigsaw-lite with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-classification", model="minuva/MiniLMv2-toxic-jigsaw-lite")
# pip install -U transformers accelerate # Load model directly from transformers import AutoTokenizer, AutoModelForSequenceClassification tokenizer = AutoTokenizer.from_pretrained("minuva/MiniLMv2-toxic-jigsaw-lite") model = AutoModelForSequenceClassification.from_pretrained("minuva/MiniLMv2-toxic-jigsaw-lite", device_map="auto")
https://huggingface.co/minuva/MiniLMv2-toxic-jigsaw-lite/resolve/main/tokenizer.json
hf download hf://minuva/MiniLMv2-toxic-jigsaw-lite/tokenizer.json
curl -L -o tokenizer.json https://huggingface.co/minuva/MiniLMv2-toxic-jigsaw-lite/resolve/main/tokenizer.json
