Training in progress, epoch 1

config.json

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+{
+  "_name_or_path": "gokuls/model_v1_complete_training_wt_init_48_small_freeze_new",
+  "activation": "relu",
+  "architectures": [
+    "DistilBertForSequenceClassification"
+  ],
+  "attention_dropout": 0.05,
+  "dim": 512,
+  "dropout": 0.05,
+  "hidden_dim": 2048,
+  "id2label": {
+    "0": "datetime_query",
+    "1": "iot_hue_lightchange",
+    "10": "qa_currency",
+    "11": "transport_traffic",
+    "12": "general_quirky",
+    "13": "weather_query",
+    "14": "audio_volume_up",
+    "15": "email_addcontact",
+    "16": "takeaway_order",
+    "17": "email_querycontact",
+    "18": "iot_hue_lightup",
+    "19": "recommendation_locations",
+    "2": "transport_ticket",
+    "20": "play_audiobook",
+    "21": "lists_createoradd",
+    "22": "news_query",
+    "23": "alarm_query",
+    "24": "iot_wemo_on",
+    "25": "general_joke",
+    "26": "qa_definition",
+    "27": "social_query",
+    "28": "music_settings",
+    "29": "audio_volume_other",
+    "3": "takeaway_query",
+    "30": "calendar_remove",
+    "31": "iot_hue_lightdim",
+    "32": "calendar_query",
+    "33": "email_sendemail",
+    "34": "iot_cleaning",
+    "35": "audio_volume_down",
+    "36": "play_radio",
+    "37": "cooking_query",
+    "38": "datetime_convert",
+    "39": "qa_maths",
+    "4": "qa_stock",
+    "40": "iot_hue_lightoff",
+    "41": "iot_hue_lighton",
+    "42": "transport_query",
+    "43": "music_likeness",
+    "44": "email_query",
+    "45": "play_music",
+    "46": "audio_volume_mute",
+    "47": "social_post",
+    "48": "alarm_set",
+    "49": "qa_factoid",
+    "5": "general_greet",
+    "50": "calendar_set",
+    "51": "play_game",
+    "52": "alarm_remove",
+    "53": "lists_remove",
+    "54": "transport_taxi",
+    "55": "recommendation_movies",
+    "56": "iot_coffee",
+    "57": "music_query",
+    "58": "play_podcasts",
+    "59": "lists_query",
+    "6": "recommendation_events",
+    "7": "music_dislikeness",
+    "8": "iot_wemo_off",
+    "9": "cooking_recipe"
+  },
+  "initializer_range": 0.02,
+  "label2id": {
+    "alarm_query": "23",
+    "alarm_remove": "52",
+    "alarm_set": "48",
+    "audio_volume_down": "35",
+    "audio_volume_mute": "46",
+    "audio_volume_other": "29",
+    "audio_volume_up": "14",
+    "calendar_query": "32",
+    "calendar_remove": "30",
+    "calendar_set": "50",
+    "cooking_query": "37",
+    "cooking_recipe": "9",
+    "datetime_convert": "38",
+    "datetime_query": "0",
+    "email_addcontact": "15",
+    "email_query": "44",
+    "email_querycontact": "17",
+    "email_sendemail": "33",
+    "general_greet": "5",
+    "general_joke": "25",
+    "general_quirky": "12",
+    "iot_cleaning": "34",
+    "iot_coffee": "56",
+    "iot_hue_lightchange": "1",
+    "iot_hue_lightdim": "31",
+    "iot_hue_lightoff": "40",
+    "iot_hue_lighton": "41",
+    "iot_hue_lightup": "18",
+    "iot_wemo_off": "8",
+    "iot_wemo_on": "24",
+    "lists_createoradd": "21",
+    "lists_query": "59",
+    "lists_remove": "53",
+    "music_dislikeness": "7",
+    "music_likeness": "43",
+    "music_query": "57",
+    "music_settings": "28",
+    "news_query": "22",
+    "play_audiobook": "20",
+    "play_game": "51",
+    "play_music": "45",
+    "play_podcasts": "58",
+    "play_radio": "36",
+    "qa_currency": "10",
+    "qa_definition": "26",
+    "qa_factoid": "49",
+    "qa_maths": "39",
+    "qa_stock": "4",
+    "recommendation_events": "6",
+    "recommendation_locations": "19",
+    "recommendation_movies": "55",
+    "social_post": "47",
+    "social_query": "27",
+    "takeaway_order": "16",
+    "takeaway_query": "3",
+    "transport_query": "42",
+    "transport_taxi": "54",
+    "transport_ticket": "2",
+    "transport_traffic": "11",
+    "weather_query": "13"
+  },
+  "max_position_embeddings": 512,
+  "model_type": "hybridbert",
+  "n_heads": 8,
+  "n_layers": 4,
+  "pad_token_id": 0,
+  "problem_type": "single_label_classification",
+  "qa_dropout": 0.1,
+  "seq_classif_dropout": 0.1,
+  "sinusoidal_pos_embds": true,
+  "torch_dtype": "float32",
+  "transformers_version": "4.35.2",
+  "vocab_size": 30522
+}

logs/events.out.tfevents.1700962626.serv-3318.864794.12

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model.safetensors

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special_tokens_map.json

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+{
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+    "lstrip": false,
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+    "content": "[UNK]",
+    "lstrip": false,
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+}

tokenizer_config.json

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+{
+  "added_tokens_decoder": {
+    "0": {
+      "content": "[PAD]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
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+  "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": "BertTokenizer",
+  "unk_token": "[UNK]"
+}

training_args.bin

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