How to use flowxai/bolparse with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("token-classification", model="flowxai/bolparse")
# Load model directly from transformers import AutoTokenizer, AutoModelForTokenClassification tokenizer = AutoTokenizer.from_pretrained("flowxai/bolparse") model = AutoModelForTokenClassification.from_pretrained("flowxai/bolparse", device_map="auto")
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{ "test_loss": 8.106691780085384e-07, "test_precision": 1.0, "test_recall": 1.0, "test_f1": 1.0, "test_accuracy": 1.0, "test_runtime": 4.4461, "test_samples_per_second": 899.66, "test_steps_per_second": 28.114, "epoch": 3.0 }
