Training in progress epoch 0

README.md

@@ -14,13 +14,13 @@ 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: 0.0338
-- Validation Loss: 0.0617
-- Train Precision: 0.9234
-- Train Recall: 0.9344
-- Train F1: 0.9289
-- Train Accuracy: 0.9833
-- Epoch: 2
+- Train Loss: 0.1966
+- Validation Loss: 0.0701
+- Train Precision: 0.9031
+- Train Recall: 0.9223
+- Train F1: 0.9126
+- Train Accuracy: 0.9802
+- Epoch: 0
 
 ## Model description
 
@@ -46,14 +46,12 @@ The following hyperparameters were used during training:
 
 | Train Loss | Validation Loss | Train Precision | Train Recall | Train F1 | Train Accuracy | Epoch |
 |:----------:|:---------------:|:---------------:|:------------:|:--------:|:--------------:|:-----:|
-| 0.1901     | 0.0718          | 0.9022          | 0.9228       | 0.9124   | 0.9801         | 0     |
-| 0.0539     | 0.0607          | 0.9202          | 0.9341       | 0.9271   | 0.9830         | 1     |
-| 0.0338     | 0.0617          | 0.9234          | 0.9344       | 0.9289   | 0.9833         | 2     |
+| 0.1966     | 0.0701          | 0.9031          | 0.9223       | 0.9126   | 0.9802         | 0     |
 
 
 ### Framework versions
 
-- Transformers 4.19.0.dev0
-- TensorFlow 2.8.0-rc0
-- Datasets 2.1.1.dev0
+- Transformers 4.21.0.dev0
+- TensorFlow 2.9.1
+- Datasets 2.3.3.dev0
 - Tokenizers 0.11.0

config.json

@@ -40,6 +40,6 @@
   "seq_classif_dropout": 0.2,
   "sinusoidal_pos_embds": false,
   "tie_weights_": true,
-  "transformers_version": "4.19.0.dev0",
+  "transformers_version": "4.21.0.dev0",
   "vocab_size": 30522
 }

logs/train/events.out.tfevents.1651825557.matt-TRX40-AORUS-PRO-WIFI.13322.0.v2

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logs/validation/events.out.tfevents.1658418962.matt-TRX40-AORUS-PRO-WIFI.36922.1.v2

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special_tokens_map.json

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

tf_model.h5

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tokenizer_config.json

@@ -1 +1,14 @@
-{"do_lower_case": true, "unk_token": "[UNK]", "sep_token": "[SEP]", "pad_token": "[PAD]", "cls_token": "[CLS]", "mask_token": "[MASK]", "tokenize_chinese_chars": true, "strip_accents": null, "model_max_length": 512, "special_tokens_map_file": null, "name_or_path": "distilbert-base-uncased", "tokenizer_class": "DistilBertTokenizer"}
+{
+  "cls_token": "[CLS]",
+  "do_lower_case": true,
+  "mask_token": "[MASK]",
+  "model_max_length": 512,
+  "name_or_path": "distilbert-base-uncased",
+  "pad_token": "[PAD]",
+  "sep_token": "[SEP]",
+  "special_tokens_map_file": null,
+  "strip_accents": null,
+  "tokenize_chinese_chars": true,
+  "tokenizer_class": "DistilBertTokenizer",
+  "unk_token": "[UNK]"
+}