Upload folder using huggingface_hub
Browse files- .gitattributes +1 -0
- README.md +37 -0
- checkpoint-3/config.json +40 -0
- checkpoint-3/model.safetensors +3 -0
- checkpoint-3/optimizer.pt +3 -0
- checkpoint-3/rng_state.pth +3 -0
- checkpoint-3/scheduler.pt +3 -0
- checkpoint-3/trainer_state.json +81 -0
- checkpoint-3/training_args.bin +3 -0
- config.json +40 -0
- model.safetensors +3 -0
- runs/Feb04_19-48-14_r-khangx900-autotrain-eqp0xfhc-a9cf7-qfr8h/events.out.tfevents.1738698496.r-khangx900-autotrain-eqp0xfhc-a9cf7-qfr8h.81.0 +2 -2
- runs/Feb04_19-48-14_r-khangx900-autotrain-eqp0xfhc-a9cf7-qfr8h/events.out.tfevents.1738698587.r-khangx900-autotrain-eqp0xfhc-a9cf7-qfr8h.81.1 +3 -0
- sentencepiece.bpe.model +3 -0
- special_tokens_map.json +51 -0
- tokenizer.json +3 -0
- tokenizer_config.json +59 -0
- training_args.bin +3 -0
- training_params.json +30 -0
.gitattributes
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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tokenizer.json filter=lfs diff=lfs merge=lfs -text
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README.md
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---
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library_name: transformers
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tags:
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- autotrain
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- text-classification
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base_model: qanastek/51-languages-classifier
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widget:
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- text: "I love AutoTrain"
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---
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# Model Trained Using AutoTrain
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- Problem type: Text Classification
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## Validation Metrics
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loss: 1.0628255605697632
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f1_macro: 0.2222222222222222
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f1_micro: 0.5
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f1_weighted: 0.3333333333333333
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precision_macro: 0.16666666666666666
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precision_micro: 0.5
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precision_weighted: 0.25
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recall_macro: 0.3333333333333333
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recall_micro: 0.5
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recall_weighted: 0.5
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accuracy: 0.5
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checkpoint-3/config.json
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"architectures": [
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"model_type": "xlm-roberta",
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"position_embedding_type": "absolute",
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"problem_type": "single_label_classification",
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"torch_dtype": "float32",
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"transformers_version": "4.48.0",
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"type_vocab_size": 1,
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"use_cache": true,
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}
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checkpoint-3/model.safetensors
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checkpoint-3/optimizer.pt
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checkpoint-3/training_args.bin
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config.json
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model.safetensors
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size 1112208084
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runs/Feb04_19-48-14_r-khangx900-autotrain-eqp0xfhc-a9cf7-qfr8h/events.out.tfevents.1738698496.r-khangx900-autotrain-eqp0xfhc-a9cf7-qfr8h.81.0
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sentencepiece.bpe.model
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special_tokens_map.json
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|
30 |
+
"pad_token": {
|
31 |
+
"content": "<pad>",
|
32 |
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|
33 |
+
"normalized": false,
|
34 |
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|
35 |
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"single_word": false
|
36 |
+
},
|
37 |
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|
38 |
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"content": "</s>",
|
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|
40 |
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|
41 |
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|
42 |
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|
43 |
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},
|
44 |
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"unk_token": {
|
45 |
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"content": "<unk>",
|
46 |
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|
47 |
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|
48 |
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"rstrip": false,
|
49 |
+
"single_word": false
|
50 |
+
}
|
51 |
+
}
|
tokenizer.json
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
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2 |
+
oid sha256:3c088c06cf975b7097e469bd69630cdb0d675c6db1ce3af1042b6e19c6d01f22
|
3 |
+
size 17082999
|
tokenizer_config.json
ADDED
@@ -0,0 +1,59 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
1 |
+
{
|
2 |
+
"added_tokens_decoder": {
|
3 |
+
"0": {
|
4 |
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"content": "<s>",
|
5 |
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"lstrip": false,
|
6 |
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"normalized": false,
|
7 |
+
"rstrip": false,
|
8 |
+
"single_word": false,
|
9 |
+
"special": true
|
10 |
+
},
|
11 |
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"1": {
|
12 |
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"content": "<pad>",
|
13 |
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|
14 |
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|
15 |
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"rstrip": false,
|
16 |
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"single_word": false,
|
17 |
+
"special": true
|
18 |
+
},
|
19 |
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"2": {
|
20 |
+
"content": "</s>",
|
21 |
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|
22 |
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"normalized": false,
|
23 |
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"rstrip": false,
|
24 |
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"single_word": false,
|
25 |
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"special": true
|
26 |
+
},
|
27 |
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"3": {
|
28 |
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"content": "<unk>",
|
29 |
+
"lstrip": false,
|
30 |
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"normalized": false,
|
31 |
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"rstrip": false,
|
32 |
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"single_word": false,
|
33 |
+
"special": true
|
34 |
+
},
|
35 |
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"250001": {
|
36 |
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"content": "<mask>",
|
37 |
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"lstrip": true,
|
38 |
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"normalized": false,
|
39 |
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"rstrip": false,
|
40 |
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"single_word": false,
|
41 |
+
"special": true
|
42 |
+
}
|
43 |
+
},
|
44 |
+
"bos_token": "<s>",
|
45 |
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"clean_up_tokenization_spaces": false,
|
46 |
+
"cls_token": "<s>",
|
47 |
+
"eos_token": "</s>",
|
48 |
+
"extra_special_tokens": {},
|
49 |
+
"mask_token": "<mask>",
|
50 |
+
"max_length": 512,
|
51 |
+
"model_max_length": 512,
|
52 |
+
"pad_token": "<pad>",
|
53 |
+
"sep_token": "</s>",
|
54 |
+
"stride": 0,
|
55 |
+
"tokenizer_class": "XLMRobertaTokenizer",
|
56 |
+
"truncation_side": "right",
|
57 |
+
"truncation_strategy": "longest_first",
|
58 |
+
"unk_token": "<unk>"
|
59 |
+
}
|
training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:f16d2e53aced9715f997f52ce92c484c5cc48c435a6485464e50a8d29a9fe49b
|
3 |
+
size 5368
|
training_params.json
ADDED
@@ -0,0 +1,30 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
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|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"data_path": "autotrain-kwpko-vnbi6/autotrain-data",
|
3 |
+
"model": "qanastek/51-languages-classifier",
|
4 |
+
"lr": 5e-05,
|
5 |
+
"epochs": 3,
|
6 |
+
"max_seq_length": 128,
|
7 |
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"batch_size": 8,
|
8 |
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"warmup_ratio": 0.1,
|
9 |
+
"gradient_accumulation": 1,
|
10 |
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"optimizer": "adamw_torch",
|
11 |
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"scheduler": "linear",
|
12 |
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"weight_decay": 0.0,
|
13 |
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"max_grad_norm": 1.0,
|
14 |
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"seed": 42,
|
15 |
+
"train_split": "train",
|
16 |
+
"valid_split": "validation",
|
17 |
+
"text_column": "autotrain_text",
|
18 |
+
"target_column": "autotrain_label",
|
19 |
+
"logging_steps": -1,
|
20 |
+
"project_name": "autotrain-kwpko-vnbi6",
|
21 |
+
"auto_find_batch_size": false,
|
22 |
+
"mixed_precision": "fp16",
|
23 |
+
"save_total_limit": 1,
|
24 |
+
"push_to_hub": true,
|
25 |
+
"eval_strategy": "epoch",
|
26 |
+
"username": "khangx900",
|
27 |
+
"log": "tensorboard",
|
28 |
+
"early_stopping_patience": 5,
|
29 |
+
"early_stopping_threshold": 0.01
|
30 |
+
}
|