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Multi_EvalSumVietN_FullDoc – AI Model by phuongntc | AlphaNeural AI

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phuongntc/
Multi_EvalSumVietN_FullDoc

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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)

python

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()