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kamel-usp
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jbcs2025_Phi-3.5-mini-instruct-phi35_classification_lora-C4-full_context-r8

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

base_model = AutoModelForSequenceClassification.from_pretrained("microsoft/Phi-3.5-mini-instruct")
model = PeftModel.from_pretrained(base_model, "kamel-usp/jbcs2025_Phi-3.5-mini-instruct-phi35_classification_lora-C4-full_context-r8")

Model ID: Phi-3.5-mini-instruct-phi35_classification_lora-C4-full_context-r8

Results

test_data
eval_accuracy 0.34058
eval_RMSE 38.5235
eval_QWK 0.0834371
eval_Macro_F1 0.0923997
eval_Weighted_F1 0.195404
eval_Micro_F1 0.34058
eval_HDIV 0.0144928
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Model tree for kamel-usp/jbcs2025_Phi-3.5-mini-instruct-phi35_classification_lora-C4-full_context-r8

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microsoft/Phi-3.5-mini-instruct
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Dataset used to train kamel-usp/jbcs2025_Phi-3.5-mini-instruct-phi35_classification_lora-C4-full_context-r8

Collection including kamel-usp/jbcs2025_Phi-3.5-mini-instruct-phi35_classification_lora-C4-full_context-r8

Evaluation results