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config.json

@@ -0,0 +1,48 @@
+{
+  "activation": "gelu",
+  "architectures": [
+    "DistilBertForSequenceClassification"
+  ],
+  "attention_dropout": 0.1,
+  "bos_token_id": null,
+  "dim": 768,
+  "dropout": 0.1,
+  "dtype": "float32",
+  "eos_token_id": null,
+  "hidden_dim": 3072,
+  "id2label": {
+    "0": "awards",
+    "1": "certifications",
+    "2": "contact",
+    "3": "education",
+    "4": "experience",
+    "5": "projects",
+    "6": "skills",
+    "7": "summary"
+  },
+  "initializer_range": 0.02,
+  "label2id": {
+    "awards": 0,
+    "certifications": 1,
+    "contact": 2,
+    "education": 3,
+    "experience": 4,
+    "projects": 5,
+    "skills": 6,
+    "summary": 7
+  },
+  "max_position_embeddings": 512,
+  "model_type": "distilbert",
+  "n_heads": 12,
+  "n_layers": 6,
+  "pad_token_id": 0,
+  "problem_type": "single_label_classification",
+  "qa_dropout": 0.1,
+  "seq_classif_dropout": 0.2,
+  "sinusoidal_pos_embds": false,
+  "tie_weights_": true,
+  "tie_word_embeddings": true,
+  "transformers_version": "5.13.1",
+  "use_cache": false,
+  "vocab_size": 30522
+}

label_mapping.json

@@ -0,0 +1,32 @@
+{
+  "label2id": {
+    "awards": 0,
+    "certifications": 1,
+    "contact": 2,
+    "education": 3,
+    "experience": 4,
+    "projects": 5,
+    "skills": 6,
+    "summary": 7
+  },
+  "id2label": {
+    "0": "awards",
+    "1": "certifications",
+    "2": "contact",
+    "3": "education",
+    "4": "experience",
+    "5": "projects",
+    "6": "skills",
+    "7": "summary"
+  },
+  "labels": [
+    "awards",
+    "certifications",
+    "contact",
+    "education",
+    "experience",
+    "projects",
+    "skills",
+    "summary"
+  ]
+}

metrics.json

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+{
+  "train": {
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+    "train_samples_per_second": 37.768,
+    "train_steps_per_second": 2.361,
+    "total_flos": 232496880278016.0,
+    "train_loss": 0.3530559306964278,
+    "epoch": 4.0
+  },
+  "test": {
+    "eval_loss": 0.19517286121845245,
+    "eval_accuracy": 1.0,
+    "eval_f1_macro": 1.0,
+    "eval_f1_weighted": 1.0,
+    "eval_precision": 1.0,
+    "eval_recall": 1.0,
+    "eval_runtime": 1.0741,
+    "eval_samples_per_second": 178.754,
+    "eval_steps_per_second": 5.586,
+    "epoch": 4.0
+  }
+}

model.safetensors

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+size 267851024

tokenizer_config.json

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+{
+  "backend": "tokenizers",
+  "cls_token": "[CLS]",
+  "do_lower_case": true,
+  "is_local": false,
+  "local_files_only": false,
+  "mask_token": "[MASK]",
+  "model_max_length": 512,
+  "pad_token": "[PAD]",
+  "sep_token": "[SEP]",
+  "strip_accents": null,
+  "tokenize_chinese_chars": true,
+  "tokenizer_class": "BertTokenizer",
+  "unk_token": "[UNK]"
+}

training_args.bin

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+size 5201

training_config.json

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+{
+  "model_name": "distilbert-base-uncased",
+  "max_length": 256,
+  "epochs": 4,
+  "batch_size": 16,
+  "learning_rate": 2e-05,
+  "weight_decay": 0.01,
+  "warmup_ratio": 0.1,
+  "examples_per_category": 80,
+  "augmented_copies": 2,
+  "seed": 42,
+  "num_labels": 8,
+  "train_size": 1536,
+  "val_size": 192,
+  "test_size": 192
+}