End of training
Browse files- README.md +61 -0
- config.json +151 -0
- logs/events.out.tfevents.1709292293.ws-l6-002 +3 -0
- logs/events.out.tfevents.1709292472.ws-l6-002 +3 -0
- logs/events.out.tfevents.1709292683.ws-l6-002 +3 -0
- logs/events.out.tfevents.1709292894.ws-l6-002 +3 -0
- logs/events.out.tfevents.1709293218.ws-l6-002 +3 -0
- logs/events.out.tfevents.1709294191.ws-l6-002 +3 -0
- logs/events.out.tfevents.1709294468.ws-l6-002 +3 -0
- logs/events.out.tfevents.1709294666.ws-l6-002 +3 -0
- logs/events.out.tfevents.1709294786.ws-l6-002 +3 -0
- logs/events.out.tfevents.1709294920.ws-l6-002 +3 -0
- logs/events.out.tfevents.1709295150.ws-l6-002 +3 -0
- logs/events.out.tfevents.1709295269.ws-l6-002 +3 -0
- logs/events.out.tfevents.1709295584.ws-l6-002 +3 -0
- logs/events.out.tfevents.1709295760.ws-l6-002 +3 -0
- model.safetensors +3 -0
- special_tokens_map.json +7 -0
- tokenizer.json +0 -0
- tokenizer_config.json +55 -0
- training_args.bin +3 -0
- vocab.txt +0 -0
README.md
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---
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license: apache-2.0
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base_model: bert-base-cased
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tags:
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- generated_from_trainer
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metrics:
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- accuracy
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model-index:
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- name: bert-base-cased-massive_intent
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results: []
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---
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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should probably proofread and complete it, then remove this comment. -->
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# bert-base-cased-massive_intent
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This model is a fine-tuned version of [bert-base-cased](https://huggingface.co/bert-base-cased) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 3.1321
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- Accuracy: 0.3453
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## Model description
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More information needed
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## Intended uses & limitations
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More information needed
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## Training and evaluation data
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More information needed
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## Training procedure
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### Training hyperparameters
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The following hyperparameters were used during training:
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- learning_rate: 5e-06
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- train_batch_size: 16
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- eval_batch_size: 16
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- seed: 46
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: linear
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- num_epochs: 1
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- mixed_precision_training: Native AMP
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Accuracy |
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|:-------------:|:-----:|:----:|:---------------:|:--------:|
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| 3.5633 | 1.0 | 720 | 3.1321 | 0.3453 |
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### Framework versions
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- Transformers 4.37.1
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- Pytorch 2.2.0
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- Datasets 2.16.1
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- Tokenizers 0.15.1
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config.json
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{
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"_name_or_path": "bert-base-cased",
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"architectures": [
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"BertForSequenceClassification"
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|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:c20b006557d3744af7f9d0c26ede09dc8cdc27dbefd3c571608ce464f1c4233d
|
3 |
+
size 363
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model.safetensors
ADDED
@@ -0,0 +1,3 @@
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|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:336a5b8f91586201f45fba6848feac41b97780579f209450277f5813a7ea5293
|
3 |
+
size 433449176
|
special_tokens_map.json
ADDED
@@ -0,0 +1,7 @@
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|
1 |
+
{
|
2 |
+
"cls_token": "[CLS]",
|
3 |
+
"mask_token": "[MASK]",
|
4 |
+
"pad_token": "[PAD]",
|
5 |
+
"sep_token": "[SEP]",
|
6 |
+
"unk_token": "[UNK]"
|
7 |
+
}
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tokenizer.json
ADDED
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tokenizer_config.json
ADDED
@@ -0,0 +1,55 @@
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|
1 |
+
{
|
2 |
+
"added_tokens_decoder": {
|
3 |
+
"0": {
|
4 |
+
"content": "[PAD]",
|
5 |
+
"lstrip": false,
|
6 |
+
"normalized": false,
|
7 |
+
"rstrip": false,
|
8 |
+
"single_word": false,
|
9 |
+
"special": true
|
10 |
+
},
|
11 |
+
"100": {
|
12 |
+
"content": "[UNK]",
|
13 |
+
"lstrip": false,
|
14 |
+
"normalized": false,
|
15 |
+
"rstrip": false,
|
16 |
+
"single_word": false,
|
17 |
+
"special": true
|
18 |
+
},
|
19 |
+
"101": {
|
20 |
+
"content": "[CLS]",
|
21 |
+
"lstrip": false,
|
22 |
+
"normalized": false,
|
23 |
+
"rstrip": false,
|
24 |
+
"single_word": false,
|
25 |
+
"special": true
|
26 |
+
},
|
27 |
+
"102": {
|
28 |
+
"content": "[SEP]",
|
29 |
+
"lstrip": false,
|
30 |
+
"normalized": false,
|
31 |
+
"rstrip": false,
|
32 |
+
"single_word": false,
|
33 |
+
"special": true
|
34 |
+
},
|
35 |
+
"103": {
|
36 |
+
"content": "[MASK]",
|
37 |
+
"lstrip": false,
|
38 |
+
"normalized": false,
|
39 |
+
"rstrip": false,
|
40 |
+
"single_word": false,
|
41 |
+
"special": true
|
42 |
+
}
|
43 |
+
},
|
44 |
+
"clean_up_tokenization_spaces": true,
|
45 |
+
"cls_token": "[CLS]",
|
46 |
+
"do_lower_case": false,
|
47 |
+
"mask_token": "[MASK]",
|
48 |
+
"model_max_length": 512,
|
49 |
+
"pad_token": "[PAD]",
|
50 |
+
"sep_token": "[SEP]",
|
51 |
+
"strip_accents": null,
|
52 |
+
"tokenize_chinese_chars": true,
|
53 |
+
"tokenizer_class": "BertTokenizer",
|
54 |
+
"unk_token": "[UNK]"
|
55 |
+
}
|
training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:b9051fba05387158362365f746b1165c23be9202ef0de0e95f99926dc48907be
|
3 |
+
size 4728
|
vocab.txt
ADDED
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