Fine-tuned checkpoint uploaded: v0.2 (trained on sft_review_queue_500.jsonl, 1 epoch, batch size 2). Pilot checkpoint from 10-row run is also available in repo history.

Base model plan

Recommended first baseline: facebook/bart-large-cnn

Dataset

YanJo199/scientific-papers-sft-v1
Start with pilot/sft_review_queue_10.jsonl for smoke tests
Scale to sft_review_queue_500.jsonl after validation

Training objective

Supervised fine-tuning for the summary task.

Evaluation

Latest evaluation (February 25, 2026):

Validation file: data/sft_valid_v6_summary.jsonl
Samples: 100 (summary task)
ROUGE-1: 0.4309
ROUGE-2: 0.3134
ROUGE-L: 0.3586
ROUGE-Lsum: 0.3584

Next release target

Run full validation (all rows) and publish a tuned v0.3 checkpoint with updated training settings.

YanJo199/scientific-summarizer-v1

scientific-summarizer-v1

Status

Base model plan

Dataset

Training objective

Evaluation

Next release target

YanJo199/
scientific-summarizer-v1