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opalitestudios/qwen3-14b-reddit-moderation-politics

sourceHugging Facemitupdated 4mo agoView on Hugging Face

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Qwen3-14B LoRA moderation adapter -- r/politics

LoRA adapter for community-specific Reddit content moderation, fine-tuned on Qwen 3 14B. Given a comment in thread context together with the subreddit's rules, it predicts whether a moderator would remove the comment. Trained on r/politics.

From the BSc thesis "Evaluating Open-Source LLMs for Community-Specific Content Moderation on Reddit" (Amsterdam University College / University of Amsterdam, 2026).

Evaluation (balanced test set)

—Cohen's kappa: 0.5489
—Macro F1: 0.7807
—Accuracy: 0.7745

Usage

python

from transformers import AutoModelForCausalLM
from peft import PeftModel
base = AutoModelForCausalLM.from_pretrained("Qwen/Qwen3-14B")
model = PeftModel.from_pretrained(base, "opalitestudios/qwen3-14b-reddit-moderation-politics")