| { |
| "base_model": "dmis-lab/UltraBERT-150M", |
| "hub_repo_id": "beethogedeon/UltraFinBERT-150M", |
| "model_revisions": { |
| "dmis-lab/UltraBERT-150M": "4cc8ca415eb1958184c491297fe5aaa94c4a8ad2", |
| "ProsusAI/finbert": "0bc2ac10dda6929bcb1f77ccc43c7ec5c424f031", |
| "beethogedeon/Modern-FinBERT-large": "a5dd04dae984a46e729698ca39f398181c9aaeea" |
| }, |
| "seed": 42, |
| "label2id": { |
| "negative": 0, |
| "neutral": 1, |
| "positive": 2 |
| }, |
| "max_length": 256, |
| "split_strategy": "Stratified 70/15/15 split generated from TXT with seed 42 (fallback mode)", |
| "learning_rates": [ |
| 8e-06 |
| ], |
| "max_epochs": 10, |
| "early_stopping_patience": 3, |
| "train_batch_size": 8, |
| "gradient_accumulation_steps": 4, |
| "effective_batch_size": 32, |
| "optimizer": "AdamW", |
| "betas": [ |
| 0.9, |
| 0.98 |
| ], |
| "epsilon": 1e-06, |
| "weight_decay": 0.1, |
| "scheduler": "linear", |
| "warmup_fraction": 0.05, |
| "training_compute_dtype": "bfloat16", |
| "evaluation_compute_dtype": "torch.float16", |
| "export_dtype": "float16", |
| "attention": "sdpa", |
| "data_audit": { |
| "raw_rows": 2264, |
| "encoding": "cp1252", |
| "conflict_groups": 0, |
| "conflict_rows_removed": 0, |
| "duplicate_rows_removed": 5, |
| "retained_rows": 2259, |
| "raw_label_counts": { |
| "neutral": 1391, |
| "positive": 570, |
| "negative": 303 |
| }, |
| "retained_label_counts": { |
| "neutral": 1386, |
| "positive": 570, |
| "negative": 303 |
| }, |
| "source_sha256": "5fb370b3005b9a2759f708849a691ad2e4d2593d4c995c1afde229398a516594", |
| "source": "provided TXT file", |
| "split_strategy_note": "Stratified 70/15/15 split generated from TXT with seed 42 (fallback mode)", |
| "split_sizes": { |
| "train": 1581, |
| "validation": 339, |
| "test": 339 |
| } |
| }, |
| "environment": { |
| "torch": "2.11.0+cu128", |
| "transformers": "5.16.1", |
| "accelerate": "1.14.0", |
| "datasets": "4.8.5", |
| "huggingface_hub": "1.29.0", |
| "safetensors": "0.8.0", |
| "numpy": "2.1.3", |
| "pandas": "2.3.3", |
| "scikit-learn": "1.6.1" |
| }, |
| "device": "Tesla T4" |
| } |
