embed-statute-en / adapter.json
quanfire-dev's picture
Publish embed-statute-en v1.0.0 (internal run statute-en-e2): English central-statute retriever, +48% R@1, +131% low-overlap slice, disjoint CIs
a530a08 verified
Raw
History Blame Contribute Delete
1.06 kB
{
"format_version": 2,
"checkpoint": "intfloat/multilingual-e5-small",
"dimension": 384,
"pooling": "mean",
"max_length": 256,
"normalize": true,
"data_provenance": "licensed",
"query_prefix": "",
"passage_prefix": "",
"lora": {
"rank": 32,
"alpha": 64,
"dropout": 0.0,
"targets": [
"query",
"value"
]
},
"adapter_parameters": 589824,
"notes": {
"experiment": "statute-en-e2",
"data_provenance": "licensed",
"trained_on": "/home/arnab/quanfire-ai-data/embedding/statute-en/corpus/pairs-neg-m05.jsonl.gz",
"scored_against": "/home/arnab/quanfire-ai-data/embedding/statute-en/corpus/pairs-neg-m05.jsonl.gz",
"train_pairs": 32432,
"adaptation": "in-distribution",
"train_kinds": [
"adjacent",
"heading_section",
"title_lead"
],
"train_languages": [
"en"
],
"held_out_languages": [
"en"
],
"recall_at_1_before": 0.1815,
"recall_at_1_after": 0.269,
"epochs": 2,
"learning_rate": 0.0001,
"batch_size": 256
}
}