Training in progress, step 500

config.json

@@ -0,0 +1,273 @@
+{
+  "_name_or_path": "FacebookAI/roberta-base",
+  "architectures": [
+    "RobertaForTokenClassification"
+  ],
+  "attention_probs_dropout_prob": 0.1,
+  "bos_token_id": 0,
+  "classifier_dropout": null,
+  "eos_token_id": 2,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.1,
+  "hidden_size": 768,
+  "id2label": {
+    "0": "B-time",
+    "1": "B-depart_time.end_time",
+    "2": "B-depart_time.start_time",
+    "3": "I-flight_time",
+    "4": "B-arrive_time.time_relative",
+    "5": "I-class_type",
+    "6": "B-flight_time",
+    "7": "B-toloc.state_code",
+    "8": "B-fromloc.state_code",
+    "9": "I-depart_time.period_of_day",
+    "10": "B-flight_stop",
+    "11": "B-arrive_time.period_mod",
+    "12": "I-arrive_time.period_of_day",
+    "13": "I-toloc.airport_name",
+    "14": "B-month_name",
+    "15": "B-toloc.city_name",
+    "16": "B-fare_amount",
+    "17": "B-meal_description",
+    "18": "B-arrive_date.month_name",
+    "19": "B-flight_number",
+    "20": "B-mod",
+    "21": "B-toloc.airport_name",
+    "22": "B-city_name",
+    "23": "I-fare_amount",
+    "24": "I-return_date.date_relative",
+    "25": "B-return_date.month_name",
+    "26": "B-flight_mod",
+    "27": "B-airline_code",
+    "28": "I-restriction_code",
+    "29": "I-toloc.city_name",
+    "30": "B-economy",
+    "31": "B-day_number",
+    "32": "I-arrive_time.time",
+    "33": "I-arrive_time.start_time",
+    "34": "B-depart_date.month_name",
+    "35": "B-depart_date.date_relative",
+    "36": "B-depart_date.day_name",
+    "37": "I-arrive_time.end_time",
+    "38": "I-meal_description",
+    "39": "B-depart_time.period_mod",
+    "40": "B-days_code",
+    "41": "B-arrive_date.day_name",
+    "42": "B-today_relative",
+    "43": "B-depart_time.period_of_day",
+    "44": "B-return_date.today_relative",
+    "45": "B-fromloc.state_name",
+    "46": "B-stoploc.city_name",
+    "47": "B-airline_name",
+    "48": "B-depart_time.time",
+    "49": "B-depart_date.day_number",
+    "50": "B-connect",
+    "51": "I-fromloc.airport_name",
+    "52": "B-return_date.day_number",
+    "53": "I-fare_basis_code",
+    "54": "B-toloc.country_name",
+    "55": "I-depart_date.today_relative",
+    "56": "I-transport_type",
+    "57": "I-stoploc.city_name",
+    "58": "B-meal_code",
+    "59": "B-toloc.airport_code",
+    "60": "B-arrive_time.start_time",
+    "61": "I-arrive_date.day_number",
+    "62": "I-flight_mod",
+    "63": "B-return_date.date_relative",
+    "64": "B-return_time.period_of_day",
+    "65": "B-depart_time.time_relative",
+    "66": "I-economy",
+    "67": "I-time",
+    "68": "B-arrive_time.end_time",
+    "69": "I-cost_relative",
+    "70": "B-fromloc.city_name",
+    "71": "B-cost_relative",
+    "72": "I-flight_stop",
+    "73": "B-return_time.period_mod",
+    "74": "B-state_name",
+    "75": "B-arrive_date.day_number",
+    "76": "I-fromloc.state_name",
+    "77": "B-time_relative",
+    "78": "I-city_name",
+    "79": "B-round_trip",
+    "80": "I-round_trip",
+    "81": "B-stoploc.airport_name",
+    "82": "B-fromloc.airport_code",
+    "83": "B-depart_date.year",
+    "84": "B-fare_basis_code",
+    "85": "B-aircraft_code",
+    "86": "B-class_type",
+    "87": "B-arrive_time.period_of_day",
+    "88": "B-state_code",
+    "89": "B-or",
+    "90": "I-depart_time.time",
+    "91": "B-restriction_code",
+    "92": "I-depart_time.time_relative",
+    "93": "B-fromloc.airport_name",
+    "94": "B-arrive_date.date_relative",
+    "95": "I-return_date.day_number",
+    "96": "B-toloc.state_name",
+    "97": "B-day_name",
+    "98": "B-flight_days",
+    "99": "I-depart_time.start_time",
+    "100": "B-return_date.day_name",
+    "101": "I-today_relative",
+    "102": "B-arrive_time.time",
+    "103": "I-fromloc.city_name",
+    "104": "B-stoploc.state_code",
+    "105": "I-return_date.today_relative",
+    "106": "B-transport_type",
+    "107": "B-airport_name",
+    "108": "I-airline_name",
+    "109": "O",
+    "110": "B-arrive_date.today_relative",
+    "111": "B-depart_date.today_relative",
+    "112": "I-depart_date.day_number",
+    "113": "I-meal_code",
+    "114": "I-toloc.state_name",
+    "115": "B-meal",
+    "116": "B-period_of_day",
+    "117": "I-arrive_time.time_relative",
+    "118": "B-airport_code",
+    "119": "I-airport_name",
+    "120": "I-depart_time.end_time"
+  },
+  "initializer_range": 0.02,
+  "intermediate_size": 3072,
+  "label2id": {
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+    "B-airline_code": 27,
+    "B-airline_name": 47,
+    "B-airport_code": 118,
+    "B-airport_name": 107,
+    "B-arrive_date.date_relative": 94,
+    "B-arrive_date.day_name": 41,
+    "B-arrive_date.day_number": 75,
+    "B-arrive_date.month_name": 18,
+    "B-arrive_date.today_relative": 110,
+    "B-arrive_time.end_time": 68,
+    "B-arrive_time.period_mod": 11,
+    "B-arrive_time.period_of_day": 87,
+    "B-arrive_time.start_time": 60,
+    "B-arrive_time.time": 102,
+    "B-arrive_time.time_relative": 4,
+    "B-city_name": 22,
+    "B-class_type": 86,
+    "B-connect": 50,
+    "B-cost_relative": 71,
+    "B-day_name": 97,
+    "B-day_number": 31,
+    "B-days_code": 40,
+    "B-depart_date.date_relative": 35,
+    "B-depart_date.day_name": 36,
+    "B-depart_date.day_number": 49,
+    "B-depart_date.month_name": 34,
+    "B-depart_date.today_relative": 111,
+    "B-depart_date.year": 83,
+    "B-depart_time.end_time": 1,
+    "B-depart_time.period_mod": 39,
+    "B-depart_time.period_of_day": 43,
+    "B-depart_time.start_time": 2,
+    "B-depart_time.time": 48,
+    "B-depart_time.time_relative": 65,
+    "B-economy": 30,
+    "B-fare_amount": 16,
+    "B-fare_basis_code": 84,
+    "B-flight_days": 98,
+    "B-flight_mod": 26,
+    "B-flight_number": 19,
+    "B-flight_stop": 10,
+    "B-flight_time": 6,
+    "B-fromloc.airport_code": 82,
+    "B-fromloc.airport_name": 93,
+    "B-fromloc.city_name": 70,
+    "B-fromloc.state_code": 8,
+    "B-fromloc.state_name": 45,
+    "B-meal": 115,
+    "B-meal_code": 58,
+    "B-meal_description": 17,
+    "B-mod": 20,
+    "B-month_name": 14,
+    "B-or": 89,
+    "B-period_of_day": 116,
+    "B-restriction_code": 91,
+    "B-return_date.date_relative": 63,
+    "B-return_date.day_name": 100,
+    "B-return_date.day_number": 52,
+    "B-return_date.month_name": 25,
+    "B-return_date.today_relative": 44,
+    "B-return_time.period_mod": 73,
+    "B-return_time.period_of_day": 64,
+    "B-round_trip": 79,
+    "B-state_code": 88,
+    "B-state_name": 74,
+    "B-stoploc.airport_name": 81,
+    "B-stoploc.city_name": 46,
+    "B-stoploc.state_code": 104,
+    "B-time": 0,
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+    "B-today_relative": 42,
+    "B-toloc.airport_code": 59,
+    "B-toloc.airport_name": 21,
+    "B-toloc.city_name": 15,
+    "B-toloc.country_name": 54,
+    "B-toloc.state_code": 7,
+    "B-toloc.state_name": 96,
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+    "I-arrive_date.day_number": 61,
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+    "I-arrive_time.time": 32,
+    "I-arrive_time.time_relative": 117,
+    "I-city_name": 78,
+    "I-class_type": 5,
+    "I-cost_relative": 69,
+    "I-depart_date.day_number": 112,
+    "I-depart_date.today_relative": 55,
+    "I-depart_time.end_time": 120,
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+    "I-depart_time.time": 90,
+    "I-depart_time.time_relative": 92,
+    "I-economy": 66,
+    "I-fare_amount": 23,
+    "I-fare_basis_code": 53,
+    "I-flight_mod": 62,
+    "I-flight_stop": 72,
+    "I-flight_time": 3,
+    "I-fromloc.airport_name": 51,
+    "I-fromloc.city_name": 103,
+    "I-fromloc.state_name": 76,
+    "I-meal_code": 113,
+    "I-meal_description": 38,
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+    "I-return_date.day_number": 95,
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+    "I-round_trip": 80,
+    "I-stoploc.city_name": 57,
+    "I-time": 67,
+    "I-today_relative": 101,
+    "I-toloc.airport_name": 13,
+    "I-toloc.city_name": 29,
+    "I-toloc.state_name": 114,
+    "I-transport_type": 56,
+    "O": 109
+  },
+  "layer_norm_eps": 1e-05,
+  "max_position_embeddings": 514,
+  "model_type": "roberta",
+  "num_attention_heads": 12,
+  "num_hidden_layers": 12,
+  "pad_token_id": 1,
+  "position_embedding_type": "absolute",
+  "torch_dtype": "float32",
+  "transformers_version": "4.38.2",
+  "type_vocab_size": 1,
+  "use_cache": true,
+  "vocab_size": 50265
+}

model.safetensors

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runs/Apr05_16-33-47_c07e551975bb/events.out.tfevents.1712334829.c07e551975bb.551.0

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special_tokens_map.json

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+{
+  "bos_token": "<s>",
+  "cls_token": "<s>",
+  "eos_token": "</s>",
+  "mask_token": {
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+    "lstrip": true,
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+    "single_word": false
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+  "unk_token": "<unk>"
+}

tokenizer_config.json

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+{
+  "add_prefix_space": true,
+  "added_tokens_decoder": {
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+      "lstrip": false,
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+  "bos_token": "<s>",
+  "clean_up_tokenization_spaces": true,
+  "cls_token": "<s>",
+  "eos_token": "</s>",
+  "errors": "replace",
+  "mask_token": "<mask>",
+  "model_max_length": 512,
+  "pad_token": "<pad>",
+  "sep_token": "</s>",
+  "tokenizer_class": "RobertaTokenizer",
+  "trim_offsets": true,
+  "unk_token": "<unk>"
+}

training_args.bin

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