How to use 1024m/Kaggle-MAP-2025-SubDiv with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-classification", model="1024m/Kaggle-MAP-2025-SubDiv")
# Load model directly from transformers import AutoTokenizer, AutoModelForSequenceClassification tokenizer = AutoTokenizer.from_pretrained("1024m/Kaggle-MAP-2025-SubDiv") model = AutoModelForSequenceClassification.from_pretrained("1024m/Kaggle-MAP-2025-SubDiv")
How to use 1024m/Kaggle-MAP-2025-SubDiv with Unsloth Studio:
curl -fsSL https://unsloth.ai/install.sh | sh # Run unsloth studio unsloth studio -H 0.0.0.0 -p 8888 # Then open http://localhost:8888 in your browser # Search for 1024m/Kaggle-MAP-2025-SubDiv to start chatting
irm https://unsloth.ai/install.ps1 | iex # Run unsloth studio unsloth studio -H 0.0.0.0 -p 8888 # Then open http://localhost:8888 in your browser # Search for 1024m/Kaggle-MAP-2025-SubDiv to start chatting
# No setup required # Open https://huggingface.co/spaces/unsloth/studio in your browser # Search for 1024m/Kaggle-MAP-2025-SubDiv to start chatting
pip install unsloth from unsloth import FastModel model, tokenizer = FastModel.from_pretrained( model_name="1024m/Kaggle-MAP-2025-SubDiv", max_seq_length=2048, )
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