How to use flowxai/codemap with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("token-classification", model="flowxai/codemap")
# Load model directly from transformers import AutoTokenizer, AutoModelForTokenClassification tokenizer = AutoTokenizer.from_pretrained("flowxai/codemap") model = AutoModelForTokenClassification.from_pretrained("flowxai/codemap", device_map="auto")
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{ "test_loss": 2.8653639105868933e-07, "test_precision": 1.0, "test_recall": 1.0, "test_f1": 1.0, "test_accuracy": 1.0, "test_runtime": 4.622, "test_samples_per_second": 865.43, "test_steps_per_second": 27.045, "epoch": 3.0 }
