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classifier.pt

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config.json

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+{
+  "_name_or_path": "/data/horse/ws/juha972b-AION-BERT-Chronos/BERTi/chronos_models/chronos_-3602688458924966023/run-0/checkpoint-final",
+  "architectures": [
+    "BertForMaskedLM"
+  ],
+  "attention_probs_dropout_prob": 0.1,
+  "bos_token_id": 1,
+  "chronos_config": {
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+    "context_length": 512,
+    "eos_token_id": 2,
+    "mask_token_id": 3,
+    "model_type": "mlm",
+    "n_special_tokens": 4,
+    "n_tokens": 4096,
+    "num_samples": 20,
+    "pad_token_id": 0,
+    "prediction_length": 64,
+    "temperature": 1.0,
+    "tokenizer_class": "MeanScaleUniformBins",
+    "tokenizer_kwargs": {
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+      "low_limit": -15.0
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+    "top_k": 50,
+    "top_p": 1.0,
+    "use_eos_token": true
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+  "classifier_dropout": null,
+  "eos_token_id": 2,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.1,
+  "hidden_size": 512,
+  "initializer_range": 0.05,
+  "intermediate_size": 2048,
+  "layer_norm_eps": 1e-12,
+  "mask_token_id": 3,
+  "max_position_embeddings": 512,
+  "model_type": "bert",
+  "num_attention_heads": 8,
+  "num_hidden_layers": 4,
+  "pad_token_id": 0,
+  "position_embedding_type": "absolute",
+  "tie_word_embeddings": false,
+  "torch_dtype": "float32",
+  "transformers_version": "4.49.0",
+  "type_vocab_size": 2,
+  "use_cache": true,
+  "vocab_size": 4096
+}

model.safetensors

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training_info.json

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+{
+    "training_config": {
+        "training_data_paths": "['/data/horse/ws/juha972b-AION-BERT-Chronos/BERTi/data/finetuning/UCI_HAR.arrow']",
+        "probability": "[1.0]",
+        "drop_prob": 0.2,
+        "context_length": 512,
+        "prediction_length": 64,
+        "min_past": 60,
+        "max_steps": 10000,
+        "save_steps": 1000,
+        "log_steps": 100,
+        "per_device_train_batch_size": 32,
+        "learning_rate": 0.0001,
+        "optim": "adamw_torch_fused",
+        "shuffle_buffer_length": 10000,
+        "gradient_accumulation_steps": 1,
+        "model_id": "/data/horse/ws/juha972b-AION-BERT-Chronos/BERTi/chronos_models/chronos_-3602688458924966023/run-0/checkpoint-final",
+        "model_type": "mlm",
+        "random_init": false,
+        "tie_embeddings": false,
+        "output_dir": "./FineTuned/Classification",
+        "tf32": true,
+        "torch_compile": true,
+        "tokenizer_class": "MeanScaleUniformBins",
+        "tokenizer_kwargs": "{'low_limit': -15.0, 'high_limit': 15.0}",
+        "n_tokens": 4096,
+        "n_special_tokens": 4,
+        "pad_token_id": 0,
+        "bos_token_id": 1,
+        "eos_token_id": 2,
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+        "use_eos_token": true,
+        "lr_scheduler_type": "linear",
+        "warmup_ratio": 0.01,
+        "dataloader_num_workers": 1,
+        "max_missing_prop": 0.9,
+        "num_samples": 20,
+        "temperature": 1.0,
+        "top_k": 50,
+        "top_p": 1.0,
+        "seed": 554145695,
+        "fp16": false,
+        "bolt": false,
+        "patch_size": 16,
+        "patch_stride": 16,
+        "use_reg_token": true,
+        "limit_model_size": true,
+        "is_gated_act": "False",
+        "config_overrides": "None",
+        "hidden_size": 768,
+        "num_hidden_layers": 12,
+        "num_attention_heads": 12,
+        "intermediate_size": 3072,
+        "hidden_act": "gelu",
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+        "layer_norm_eps": 1e-12,
+        "span_masking": false,
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+        "masking_prob": 0.15,
+        "individual_dropout": 0.05,
+        "perturbation_prob": 0.05,
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+        "unchanged_patch_prob": 0.05,
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+        "patch_perturbation_scale_strength": 0.1,
+        "patch_perturbation_noise_strength": 0.1,
+        "debug_patching": false,
+        "debug_batch_idx": 0,
+        "debug_max_patches": 3,
+        "task": "classification",
+        "num_labels": 6
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+    "job_info": {
+        "cuda_available": true,
+        "device_count": 1,
+        "device_names": {
+            "0": "NVIDIA H100"
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+        "torchelastic_launched": false,
+        "python_version": "3.12.3 (main, Dec  3 2025, 08:59:03) [GCC 13.3.0]",
+        "torch_version": "2.6.0+cu126",
+        "numpy_version": "1.26.4",
+        "gluonts_version": "0.16.2",
+        "transformers_version": "4.49.0",
+        "accelerate_version": "0.34.2"
+    }
+}