| { | |
| "data_path": "Omartificial-Intelligence-Space/Arabic-NLi-Pair", | |
| "model": "sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2", | |
| "lr": 2e-05, | |
| "epochs": 5, | |
| "max_seq_length": 128, | |
| "batch_size": 32, | |
| "warmup_ratio": 0.1, | |
| "gradient_accumulation": 1, | |
| "optimizer": "adamw_torch", | |
| "scheduler": "linear", | |
| "weight_decay": 0.0, | |
| "max_grad_norm": 1.0, | |
| "seed": 42, | |
| "train_split": "train", | |
| "valid_split": "validation", | |
| "logging_steps": -1, | |
| "project_name": "arabic-embedding-model-only-pairs-v2", | |
| "auto_find_batch_size": false, | |
| "mixed_precision": "fp16", | |
| "save_total_limit": 1, | |
| "push_to_hub": true, | |
| "eval_strategy": "epoch", | |
| "username": "acayir64", | |
| "log": "tensorboard", | |
| "early_stopping_patience": 5, | |
| "early_stopping_threshold": 0.01, | |
| "trainer": "pair", | |
| "sentence1_column": "anchor", | |
| "sentence2_column": "positive", | |
| "sentence3_column": "sentence3", | |
| "target_column": "target" | |
| } |