embed-eulaw-multi v1.0.0: cross-lingual EU law retriever, +122.0% recall@1 on a document-isolated split
595ee34 verified | { | |
| "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": "eulaw-multi-e1c", | |
| "data_provenance": "licensed", | |
| "trained_on": "/home/arnab/quanfire-ai-data/embedding/eulaw/corpus/pairs-e1.jsonl", | |
| "scored_against": "/home/arnab/quanfire-ai-data/embedding/eulaw/corpus/pairs-e1.jsonl", | |
| "train_pairs": 19966, | |
| "adaptation": "in-distribution", | |
| "train_kinds": [ | |
| "eulaw-provision-xling" | |
| ], | |
| "train_languages": [ | |
| "de", | |
| "en", | |
| "es", | |
| "fr", | |
| "it" | |
| ], | |
| "held_out_languages": [ | |
| "de", | |
| "en", | |
| "es", | |
| "fr", | |
| "it" | |
| ], | |
| "recall_at_1_before": 0.2919, | |
| "recall_at_1_after": 0.648, | |
| "epochs": 1, | |
| "learning_rate": 0.0001, | |
| "batch_size": 256 | |
| } | |
| } | |