finsight / training /eval_report.json
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Add before/after eval: serve LoRA adapter + base vs finetune comparison
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{
"n_per_agent": 120,
"base": "qwen2.5:7b-instruct",
"ft": "finsight-qwen",
"judge": "qwen3:8b",
"scores": {
"base": {
"sentiment": {
"n": 120,
"accuracy": 0.275,
"macro_f1": 0.3291,
"parse_fail": 61
},
"event": {
"n": 120,
"rougeL": 0.0821
},
"summary": {
"n": 120,
"rougeL": 0.2636
},
"topic": {
"n": 120,
"rougeL": 0.1107,
"finnl_acc": 0.7045,
"finnl_n": 44
},
"qa": {
"n": 120,
"rougeL": 0.2181
}
},
"ft": {
"sentiment": {
"n": 120,
"accuracy": 0.7417,
"macro_f1": 0.7286,
"parse_fail": 0
},
"event": {
"n": 120,
"rougeL": 0.796
},
"summary": {
"n": 120,
"rougeL": 0.5444
},
"topic": {
"n": 120,
"rougeL": 0.5432,
"finnl_acc": 0.8636,
"finnl_n": 44
},
"qa": {
"n": 120,
"rougeL": 0.3176
}
}
},
"qa_judge": {
"qa_n": 120,
"comparisons": 240,
"ft_win": 50,
"base_win": 188,
"tie": 2,
"ft_win_rate": 0.2083
}
}