Training in progress epoch 0

README.md

@@ -15,10 +15,10 @@ probably proofread and complete it, then remove this comment. -->
 
 This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on an unknown dataset.
 It achieves the following results on the evaluation set:
-- Train Loss: 0.3125
-- Validation Loss: 0.5946
-- Train Accuracy: 0.8549
-- Epoch: 4
+- Train Loss: 2.3808
+- Validation Loss: 1.2434
+- Train Accuracy: 0.7405
+- Epoch: 0
 
 ## Model description
 
@@ -44,16 +44,12 @@ The following hyperparameters were used during training:
 
 | Train Loss | Validation Loss | Train Accuracy | Epoch |
 |:----------:|:---------------:|:--------------:|:-----:|
-| 2.3373     | 1.2016          | 0.7546         | 0     |
-| 0.8827     | 0.7496          | 0.8309         | 1     |
-| 0.5245     | 0.6397          | 0.8462         | 2     |
-| 0.3795     | 0.6053          | 0.8518         | 3     |
-| 0.3125     | 0.5946          | 0.8549         | 4     |
+| 2.3808     | 1.2434          | 0.7405         | 0     |
 
 
 ### Framework versions
 
-- Transformers 4.33.2
+- Transformers 4.34.0
 - TensorFlow 2.13.0
 - Datasets 2.14.5
-- Tokenizers 0.13.3
+- Tokenizers 0.14.1

added_tokens.json

@@ -0,0 +1,7 @@
+{
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+  "[MASK]": 103,
+  "[PAD]": 0,
+  "[SEP]": 102,
+  "[UNK]": 100
+}

config.json

@@ -9,129 +9,129 @@
   "dropout": 0.1,
   "hidden_dim": 3072,
   "id2label": {
-    "alarm_query": 15,
-    "alarm_remove": 14,
-    "alarm_set": 0,
-    "audio_volume_down": 23,
-    "audio_volume_mute": 1,
-    "audio_volume_other": 26,
-    "audio_volume_up": 28,
-    "calendar_query": 7,
-    "calendar_remove": 52,
-    "calendar_set": 38,
-    "cooking_query": 50,
-    "cooking_recipe": 35,
-    "datetime_convert": 12,
-    "datetime_query": 11,
-    "email_addcontact": 56,
-    "email_query": 48,
-    "email_querycontact": 54,
-    "email_sendemail": 43,
-    "general_greet": 10,
-    "general_joke": 24,
-    "general_quirky": 9,
-    "iot_cleaning": 6,
-    "iot_coffee": 27,
-    "iot_hue_lightchange": 2,
-    "iot_hue_lightdim": 5,
-    "iot_hue_lightoff": 3,
-    "iot_hue_lighton": 4,
-    "iot_hue_lightup": 19,
-    "iot_wemo_off": 30,
-    "iot_wemo_on": 29,
-    "lists_createoradd": 55,
-    "lists_query": 46,
-    "lists_remove": 53,
-    "music_dislikeness": 25,
-    "music_likeness": 17,
-    "music_query": 18,
-    "music_settings": 22,
-    "news_query": 16,
-    "play_audiobook": 39,
-    "play_game": 47,
-    "play_music": 8,
-    "play_podcasts": 40,
-    "play_radio": 32,
-    "qa_currency": 59,
-    "qa_definition": 51,
-    "qa_factoid": 36,
-    "qa_maths": 58,
-    "qa_stock": 31,
-    "recommendation_events": 37,
-    "recommendation_locations": 34,
-    "recommendation_movies": 45,
-    "social_post": 33,
-    "social_query": 41,
-    "takeaway_order": 20,
-    "takeaway_query": 13,
-    "transport_query": 42,
-    "transport_taxi": 57,
-    "transport_ticket": 44,
-    "transport_traffic": 49,
-    "weather_query": 21
+    "0": "LABEL_0",
+    "1": "LABEL_1",
+    "2": "LABEL_2",
+    "3": "LABEL_3",
+    "4": "LABEL_4",
+    "5": "LABEL_5",
+    "6": "LABEL_6",
+    "7": "LABEL_7",
+    "8": "LABEL_8",
+    "9": "LABEL_9",
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+    "14": "LABEL_14",
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+    "16": "LABEL_16",
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   },
   "initializer_range": 0.02,
   "label2id": {
-    "0": "alarm_set",
-    "1": "audio_volume_mute",
-    "2": "iot_hue_lightchange",
-    "3": "iot_hue_lightoff",
-    "4": "iot_hue_lighton",
-    "5": "iot_hue_lightdim",
-    "6": "iot_cleaning",
-    "7": "calendar_query",
-    "8": "play_music",
-    "9": "general_quirky",
-    "10": "general_greet",
-    "11": "datetime_query",
-    "12": "datetime_convert",
-    "13": "takeaway_query",
-    "14": "alarm_remove",
-    "15": "alarm_query",
-    "16": "news_query",
-    "17": "music_likeness",
-    "18": "music_query",
-    "19": "iot_hue_lightup",
-    "20": "takeaway_order",
-    "21": "weather_query",
-    "22": "music_settings",
-    "23": "audio_volume_down",
-    "24": "general_joke",
-    "25": "music_dislikeness",
-    "26": "audio_volume_other",
-    "27": "iot_coffee",
-    "28": "audio_volume_up",
-    "29": "iot_wemo_on",
-    "30": "iot_wemo_off",
-    "31": "qa_stock",
-    "32": "play_radio",
-    "33": "social_post",
-    "34": "recommendation_locations",
-    "35": "cooking_recipe",
-    "36": "qa_factoid",
-    "37": "recommendation_events",
-    "38": "calendar_set",
-    "39": "play_audiobook",
-    "40": "play_podcasts",
-    "41": "social_query",
-    "42": "transport_query",
-    "43": "email_sendemail",
-    "44": "transport_ticket",
-    "45": "recommendation_movies",
-    "46": "lists_query",
-    "47": "play_game",
-    "48": "email_query",
-    "49": "transport_traffic",
-    "50": "cooking_query",
-    "51": "qa_definition",
-    "52": "calendar_remove",
-    "53": "lists_remove",
-    "54": "email_querycontact",
-    "55": "lists_createoradd",
-    "56": "email_addcontact",
-    "57": "transport_taxi",
-    "58": "qa_maths",
-    "59": "qa_currency"
+    "LABEL_0": 0,
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   },
   "max_position_embeddings": 512,
   "model_type": "distilbert",
@@ -142,6 +142,6 @@
   "seq_classif_dropout": 0.2,
   "sinusoidal_pos_embds": false,
   "tie_weights_": true,
-  "transformers_version": "4.33.2",
+  "transformers_version": "4.34.0",
   "vocab_size": 30522
 }

tf_model.h5

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
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-size 268133320
+oid sha256:3671ddd1a52f1437e23fac5873eda1d21b39c5004b2f2f49439a9a3873feb98f
+size 268129984

tokenizer_config.json

@@ -1,4 +1,47 @@
 {
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+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
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+    "100": {
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