How to use 1024m/Kaggle-MAP-2025-V2A2 with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-classification", model="1024m/Kaggle-MAP-2025-V2A2")
# Load model directly from transformers import AutoTokenizer, AutoModelForSequenceClassification tokenizer = AutoTokenizer.from_pretrained("1024m/Kaggle-MAP-2025-V2A2") model = AutoModelForSequenceClassification.from_pretrained("1024m/Kaggle-MAP-2025-V2A2", device_map="auto")
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