phuongntc/Multi_EvalSumVietN_FullDoc

MultiEvalSumVietN (Full-Document Evaluator)

Vietnamese summarization evaluator trained on (doc, summary) pairs. Outputs 3 scores in [0, 1]:

• Faithfulness
• Coherence
• Relevance

Files

• config.json + model.safetensors: backbone (Transformers compatible)
• tokenizer files (copied from Fsoft-AIC/videberta-base if available)
• arch_config.json: full-doc hyperparams
• trunk.pt, head_*.pt: regression heads
• seg_attn.pt: segment attention module (when agg_type="attn")
• modeling_summary_evaluator.py: reference loader
• package_versions.json: environment snapshot

Quick load (reference)

from huggingface_hub import snapshot_download
from modeling_summary_evaluator import FullDocEvaluator

base_dir = snapshot_download("phuongntc/Multi_EvalSumVietN_FullDoc")
model = FullDocEvaluator(base_dir).eval()