Upload 8 files

config.json

@@ -0,0 +1,62 @@
+{
+  "_name_or_path": "distilbert-base-uncased",
+  "activation": "gelu",
+  "architectures": [
+    "DistilBertForTokenClassification"
+  ],
+  "attention_dropout": 0.1,
+  "dim": 768,
+  "dropout": 0.1,
+  "hidden_dim": 3072,
+  "id2label": {
+    "0": "O",
+    "1": "LDEMO",
+    "2": "LB",
+    "3": "VBA",
+    "4": "LGROUND",
+    "5": "LBALL",
+    "6": "LSP",
+    "7": "VSPEED",
+    "8": "LD",
+    "9": "VDIR",
+    "10": "LBRAKE",
+    "11": "LSTE",
+    "12": "VSTEER",
+    "13": "LTHROT",
+    "14": "VTHROTTLE",
+    "15": "LBOOST",
+    "16": "LPOS"
+  },
+  "initializer_range": 0.02,
+  "label2id": {
+    "LB": 2,
+    "LBALL": 5,
+    "LBOOST": 15,
+    "LBRAKE": 10,
+    "LD": 8,
+    "LDEMO": 1,
+    "LGROUND": 4,
+    "LPOS": 16,
+    "LSP": 6,
+    "LSTE": 11,
+    "LTHROT": 13,
+    "O": 0,
+    "VBA": 3,
+    "VDIR": 9,
+    "VSPEED": 7,
+    "VSTEER": 12,
+    "VTHROTTLE": 14
+  },
+  "max_position_embeddings": 512,
+  "model_type": "distilbert",
+  "n_heads": 12,
+  "n_layers": 6,
+  "pad_token_id": 0,
+  "qa_dropout": 0.1,
+  "seq_classif_dropout": 0.2,
+  "sinusoidal_pos_embds": false,
+  "tie_weights_": true,
+  "torch_dtype": "float32",
+  "transformers_version": "4.44.2",
+  "vocab_size": 30522
+}

model.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d52c709be5268db5b43986f1c4a7b04a3e5a1e251fc16318e82b148b3293e5d5
+size 265516156

special_tokens_map.json

@@ -0,0 +1,7 @@
+{
+  "cls_token": "[CLS]",
+  "mask_token": "[MASK]",
+  "pad_token": "[PAD]",
+  "sep_token": "[SEP]",
+  "unk_token": "[UNK]"
+}

tokenizer_config.json

@@ -0,0 +1,55 @@
+{
+  "added_tokens_decoder": {
+    "0": {
+      "content": "[PAD]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "100": {
+      "content": "[UNK]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "101": {
+      "content": "[CLS]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "102": {
+      "content": "[SEP]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "103": {
+      "content": "[MASK]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    }
+  },
+  "clean_up_tokenization_spaces": true,
+  "cls_token": "[CLS]",
+  "do_lower_case": true,
+  "mask_token": "[MASK]",
+  "model_max_length": 512,
+  "pad_token": "[PAD]",
+  "sep_token": "[SEP]",
+  "strip_accents": null,
+  "tokenize_chinese_chars": true,
+  "tokenizer_class": "DistilBertTokenizer",
+  "unk_token": "[UNK]"
+}

trainer_state.json

@@ -0,0 +1,75 @@
+{
+  "best_metric": null,
+  "best_model_checkpoint": null,
+  "epoch": 1.0,
+  "eval_steps": 500,
+  "global_step": 170,
+  "is_hyper_param_search": false,
+  "is_local_process_zero": true,
+  "is_world_process_zero": true,
+  "log_history": [
+    {
+      "epoch": 0.29411764705882354,
+      "grad_norm": 0.6570231914520264,
+      "learning_rate": 1.4117647058823532e-05,
+      "loss": 1.7885,
+      "step": 50
+    },
+    {
+      "epoch": 0.5882352941176471,
+      "grad_norm": 0.4875588119029999,
+      "learning_rate": 8.23529411764706e-06,
+      "loss": 1.1021,
+      "step": 100
+    },
+    {
+      "epoch": 0.8823529411764706,
+      "grad_norm": 0.49891045689582825,
+      "learning_rate": 2.3529411764705885e-06,
+      "loss": 0.8354,
+      "step": 150
+    },
+    {
+      "epoch": 1.0,
+      "eval_accuracy": 0.6922833279324294,
+      "eval_f1": 0.3653082805262036,
+      "eval_loss": 0.7156894207000732,
+      "eval_precision": 0.5395248279438931,
+      "eval_recall": 0.2761404816941317,
+      "eval_runtime": 44.3167,
+      "eval_samples_per_second": 557.894,
+      "eval_steps_per_second": 1.106,
+      "step": 170
+    },
+    {
+      "epoch": 1.0,
+      "step": 170,
+      "total_flos": 1540622822358936.0,
+      "train_loss": 1.187572114607867,
+      "train_runtime": 230.4334,
+      "train_samples_per_second": 375.523,
+      "train_steps_per_second": 0.738
+    }
+  ],
+  "logging_steps": 50,
+  "max_steps": 170,
+  "num_input_tokens_seen": 0,
+  "num_train_epochs": 1,
+  "save_steps": 50,
+  "stateful_callbacks": {
+    "TrainerControl": {
+      "args": {
+        "should_epoch_stop": false,
+        "should_evaluate": false,
+        "should_log": false,
+        "should_save": true,
+        "should_training_stop": true
+      },
+      "attributes": {}
+    }
+  },
+  "total_flos": 1540622822358936.0,
+  "train_batch_size": 512,
+  "trial_name": null,
+  "trial_params": null
+}

training_args.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6361cd3ff4a0f8e4f2f367517713478416342f5ccec8908600f242cebd18e1f9
+size 5176