{ "model_name": "intfloat/multilingual-e5-small", "pooling": "mean", "text_prefix": "query: ", "max_len": 128, "function_labels": [ "planning", "receipt", "appreciation", "affiliation", "deliberation", "brisk", "transition" ], "tone_labels": [ "thoughtful", "attentive", "gentle", "pleased", "brisk", "reflective" ], "tone_collapse": { "curious": "thoughtful", "calm": "attentive", "focused": "brisk", "concerned": "gentle" }, "num_functions": 7, "num_tones": 6, "dropout": 0.15, "contrastive_lambda": 0.3, "training_info": { "lr": 3e-05, "epochs_run": 7, "best_val_loss": 1.5853182556806669, "test_func_acc": 0.7118353344768439, "test_tone_acc": 0.6826758147512865, "cpu_latency_ms_colab": 80.43561199997384, "params": 117658765, "train_rows": 9965, "val_rows": 1303, "test_rows": 1166, "label_files": [ "spring_ml.jsonl", "synthetic_targeted_v1.jsonl", "synthetic_targeted_v2.jsonl", "synthetic_targeted_v3.jsonl", "synthetic_targeted_v4.jsonl" ], "variant": "contrastive_candidates" } }