| { |
| "name": "mia-laya", |
| "task": "chinese-sentiment-3class", |
| "labels": [ |
| "负面", |
| "中性", |
| "正面" |
| ], |
| "base_model": "convaiinnovations/laya-multilingual", |
| "base_revision": "e4e9ddf21a7b1903b7acffd8814ad4307bf63a67", |
| "base_license": "Apache-2.0", |
| "encoder": "jhu-clsp/mmBERT-base", |
| "architecture": "Laya rl-agent choice head, loaded with laya.load (laya==0.3.20)", |
| "params_million": 322, |
| "weights_dtype": "float32", |
| "temperature": 1.9488, |
| "class_weights": { |
| "负面": 1.666322, |
| "中性": 0.784345, |
| "正面": 0.888946 |
| }, |
| "training_data": "72,610 Chinese short texts relabeled by an LLM; 褒贬混合 dropped; not distributed", |
| "epochs": 3, |
| "effective_batch_size": 256, |
| "seed": 42, |
| "eval": { |
| "dev_4920": { |
| "accuracy": 0.8108, |
| "macro_f1": 0.7974 |
| }, |
| "holdout_5372": { |
| "accuracy": 0.8172, |
| "macro_f1": 0.8028, |
| "recall": { |
| "负面": 0.794, |
| "中性": 0.77, |
| "正面": 0.894 |
| } |
| }, |
| "chinese_csv_900": { |
| "accuracy": 0.9367, |
| "macro_f1": 0.9362, |
| "neutral_recall": 0.833 |
| }, |
| "public_forced_binary_accuracy": { |
| "chnsenticorp": 0.8833, |
| "online_shopping_10_cats": 0.9186, |
| "eprstmt": 0.882, |
| "weibo_senti_100k": 0.803 |
| }, |
| "public_dmsc_3class_accuracy": 0.5422 |
| }, |
| "throughput": "1,977 rows/s on RTX 4090, batch 64, holdout 5,372 rows end to end (reports/mia-laya/throughput.json)", |
| "reports": [ |
| "reports/mia-laya/", |
| "reports/public/mia-laya.json" |
| ], |
| "released": "2026-09-26", |
| "license": "Apache-2.0", |
| "hub": { |
| "huggingface": "https://huggingface.co/leafiy/mia-laya", |
| "modelscope": "https://modelscope.cn/models/leafiy2/mia-laya" |
| } |
| } |
|
|
