johnclund/epistemic-stance-analyzer

Epistemic Stance Classifier

Fine-tuned mistralai/Mistral-Small-24B-Instruct-2501 for epistemic stance classification.

Model Description

This model classifies text into three epistemic stances based on Kuhn's developmental epistemology framework:

• Absolutist: Knowledge is certain, claims presented as objective truth
• Multiplist: Knowledge is subjective, all opinions equally valid
• Evaluativist: Knowledge is uncertain but some claims have more merit

Metrics

Metric	Value
Accuracy	0.9300
F1 Macro	0.7865
F1 Weighted	0.9306

Usage

from transformers import AutoModelForCausalLM, AutoTokenizer

model = AutoModelForCausalLM.from_pretrained("johnclund/epistemic-stance-analyzer")
tokenizer = AutoTokenizer.from_pretrained("johnclund/epistemic-stance-analyzer")

# See inference script for full usage