epistemic-stance-analyzer – AI Model by johnclund | AlphaNeural AI

You can deploy this model and start earning money today!

johnclund/
epistemic-stance-analyzer

like

0

text-classification

epistemic-stance

mistralai/Mistral-Small-24B-Instruct-2501

Views

No views yet

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

python

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