test push_to_hub()

README.md

@@ -4,9 +4,6 @@ base_model: distilbert-base-uncased
 tags:
 - generated_from_trainer
 metrics:
-- accuracy
-- precision
-- recall
 - f1
 model-index:
 - name: movie-review-classifier
@@ -20,11 +17,8 @@ should 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:
-- Loss: 0.3105
-- Accuracy: 0.9207
-- Precision: 0.9131
-- Recall: 0.9296
-- F1: 0.9213
+- Loss: 0.2973
+- F1: 0.8828
 
 ## Model description
 
@@ -49,20 +43,19 @@ The following hyperparameters were used during training:
 - seed: 42
 - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
 - lr_scheduler_type: linear
-- num_epochs: 3
+- num_epochs: 2
 
 ### Training results
 
-| Training Loss | Epoch | Step | Validation Loss | Accuracy | Precision | Recall | F1     |
-|:-------------:|:-----:|:----:|:---------------:|:--------:|:---------:|:------:|:------:|
-| 0.3135        | 1.0   | 782  | 0.2359          | 0.9134   | 0.8826    | 0.9532 | 0.9165 |
-| 0.1613        | 2.0   | 1564 | 0.2596          | 0.9203   | 0.9274    | 0.9117 | 0.9195 |
-| 0.0991        | 3.0   | 2346 | 0.3105          | 0.9207   | 0.9131    | 0.9296 | 0.9213 |
+| Training Loss | Epoch | Step | Validation Loss | F1     |
+|:-------------:|:-----:|:----:|:---------------:|:------:|
+| No log        | 1.0   | 63   | 0.3670          | 0.8643 |
+| No log        | 2.0   | 126  | 0.2973          | 0.8828 |
 
 
 ### Framework versions
 
-- Transformers 4.41.2
-- Pytorch 2.3.0+cu121
-- Datasets 2.19.2
+- Transformers 4.42.4
+- Pytorch 2.3.1+cu121
+- Datasets 2.20.0
 - Tokenizers 0.19.1

config.json

@@ -20,6 +20,6 @@
   "sinusoidal_pos_embds": false,
   "tie_weights_": true,
   "torch_dtype": "float32",
-  "transformers_version": "4.41.2",
+  "transformers_version": "4.42.4",
   "vocab_size": 30522
 }

model.safetensors

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runs/Aug02_23-02-24_c7531b552757/events.out.tfevents.1722639745.c7531b552757.174.0

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runs/Aug02_23-02-24_c7531b552757/events.out.tfevents.1722641252.c7531b552757.174.1

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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
+    },
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+      "lstrip": false,
+      "normalized": false,
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+      "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]"
+}

training_args.bin

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