How to use from the
Use from the
PEFT library
from peft import PeftModel
from transformers import AutoModelForSequenceClassification

base_model = AutoModelForSequenceClassification.from_pretrained("meta-llama/Llama-3.1-8B")
model = PeftModel.from_pretrained(base_model, "kamel-usp/jbcs2025_Llama-3.1-8B-llama31_classification_lora-C3-essay_only-r16")

Model ID: Llama-3.1-8B-llama31_classification_lora-C3-essay_only-r16

Results

test_data
eval_accuracy 0.326087
eval_RMSE 47.7918
eval_QWK 0.434403
eval_Macro_F1 0.249426
eval_Weighted_F1 0.279224
eval_Micro_F1 0.326087
eval_HDIV 0.0362319
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