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Browse files- README.md +36 -0
- checkpoint-6477/config.json +41 -0
- checkpoint-6477/model.safetensors +3 -0
- checkpoint-6477/optimizer.pt +3 -0
- checkpoint-6477/rng_state.pth +3 -0
- checkpoint-6477/scheduler.pt +3 -0
- checkpoint-6477/trainer_state.json +1909 -0
- checkpoint-6477/training_args.bin +3 -0
- config.json +41 -0
- merges.txt +0 -0
- model.safetensors +3 -0
- runs/Aug26_07-01-12_r-riken01-flan-t5-base-c75wamlq-d893c-y5aep/events.out.tfevents.1724655673.r-riken01-flan-t5-base-c75wamlq-d893c-y5aep.111.0 +2 -2
- runs/Aug26_07-01-12_r-riken01-flan-t5-base-c75wamlq-d893c-y5aep/events.out.tfevents.1724656380.r-riken01-flan-t5-base-c75wamlq-d893c-y5aep.111.1 +3 -0
- special_tokens_map.json +15 -0
- tokenizer.json +0 -0
- tokenizer_config.json +57 -0
- training_args.bin +3 -0
- training_params.json +30 -0
- vocab.json +0 -0
README.md
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---
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tags:
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- autotrain
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- text-classification
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base_model: FacebookAI/roberta-base
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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: 1.2045246362686157
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f1_macro: 0.14211797171438428
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f1_micro: 0.39710843373493976
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f1_weighted: 0.22574498061234247
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precision_macro: 0.09927710843373494
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precision_micro: 0.39710843373493976
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precision_weighted: 0.15769510814341703
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recall_macro: 0.25
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recall_micro: 0.39710843373493976
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recall_weighted: 0.39710843373493976
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accuracy: 0.39710843373493976
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checkpoint-6477/config.json
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{
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"_name_or_path": "FacebookAI/roberta-base",
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"_num_labels": 4,
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"architectures": [
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"RobertaForSequenceClassification"
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],
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"attention_probs_dropout_prob": 0.1,
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"bos_token_id": 0,
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"classifier_dropout": null,
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"eos_token_id": 2,
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"hidden_act": "gelu",
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"hidden_dropout_prob": 0.1,
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"hidden_size": 768,
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"id2label": {
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"0": "gb",
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"1": "gc",
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"2": "gf",
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"3": "u1"
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},
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"initializer_range": 0.02,
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"intermediate_size": 3072,
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"label2id": {
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"gb": 0,
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"gc": 1,
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"gf": 2,
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"u1": 3
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},
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"layer_norm_eps": 1e-05,
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"max_position_embeddings": 514,
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"model_type": "roberta",
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"num_attention_heads": 12,
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"num_hidden_layers": 12,
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"pad_token_id": 1,
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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": "4.44.1",
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"type_vocab_size": 1,
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"use_cache": true,
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"vocab_size": 50265
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}
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checkpoint-6477/model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:73a17fb75bfe03e6850ef726c0196e43a21f4930183cfc6d82d383c0ad389b13
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size 498618976
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checkpoint-6477/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:8d69bfd612fb760805383e21dd5994fbe3e53dff4b59a7c24736e4f5056824f6
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size 997357818
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checkpoint-6477/rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:5d06602585737abe14a2a3dbbc8dfc0666b3b16b8640b7bf48d402f2643feeac
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size 14244
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checkpoint-6477/scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:d64402b7afed544df7b457720d32a0494798414dbdec4dd716643517114c5d28
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size 1064
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checkpoint-6477/trainer_state.json
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|
6 |
+
"content": "<mask>",
|
7 |
+
"lstrip": true,
|
8 |
+
"normalized": false,
|
9 |
+
"rstrip": false,
|
10 |
+
"single_word": false
|
11 |
+
},
|
12 |
+
"pad_token": "<pad>",
|
13 |
+
"sep_token": "</s>",
|
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+
"unk_token": "<unk>"
|
15 |
+
}
|
tokenizer.json
ADDED
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tokenizer_config.json
ADDED
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1 |
+
{
|
2 |
+
"add_prefix_space": false,
|
3 |
+
"added_tokens_decoder": {
|
4 |
+
"0": {
|
5 |
+
"content": "<s>",
|
6 |
+
"lstrip": false,
|
7 |
+
"normalized": true,
|
8 |
+
"rstrip": false,
|
9 |
+
"single_word": false,
|
10 |
+
"special": true
|
11 |
+
},
|
12 |
+
"1": {
|
13 |
+
"content": "<pad>",
|
14 |
+
"lstrip": false,
|
15 |
+
"normalized": true,
|
16 |
+
"rstrip": false,
|
17 |
+
"single_word": false,
|
18 |
+
"special": true
|
19 |
+
},
|
20 |
+
"2": {
|
21 |
+
"content": "</s>",
|
22 |
+
"lstrip": false,
|
23 |
+
"normalized": true,
|
24 |
+
"rstrip": false,
|
25 |
+
"single_word": false,
|
26 |
+
"special": true
|
27 |
+
},
|
28 |
+
"3": {
|
29 |
+
"content": "<unk>",
|
30 |
+
"lstrip": false,
|
31 |
+
"normalized": true,
|
32 |
+
"rstrip": false,
|
33 |
+
"single_word": false,
|
34 |
+
"special": true
|
35 |
+
},
|
36 |
+
"50264": {
|
37 |
+
"content": "<mask>",
|
38 |
+
"lstrip": true,
|
39 |
+
"normalized": false,
|
40 |
+
"rstrip": false,
|
41 |
+
"single_word": false,
|
42 |
+
"special": true
|
43 |
+
}
|
44 |
+
},
|
45 |
+
"bos_token": "<s>",
|
46 |
+
"clean_up_tokenization_spaces": true,
|
47 |
+
"cls_token": "<s>",
|
48 |
+
"eos_token": "</s>",
|
49 |
+
"errors": "replace",
|
50 |
+
"mask_token": "<mask>",
|
51 |
+
"model_max_length": 512,
|
52 |
+
"pad_token": "<pad>",
|
53 |
+
"sep_token": "</s>",
|
54 |
+
"tokenizer_class": "RobertaTokenizer",
|
55 |
+
"trim_offsets": true,
|
56 |
+
"unk_token": "<unk>"
|
57 |
+
}
|
training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:06a543cf5bd52dcc2d1f0e6733649fac43cdf55d22872e60b4567f3a8e4671e9
|
3 |
+
size 5240
|
training_params.json
ADDED
@@ -0,0 +1,30 @@
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|
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|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"data_path": "TrustPilot-balanced-location-roberta/autotrain-data",
|
3 |
+
"model": "FacebookAI/roberta-base",
|
4 |
+
"lr": 5e-05,
|
5 |
+
"epochs": 3,
|
6 |
+
"max_seq_length": 128,
|
7 |
+
"batch_size": 8,
|
8 |
+
"warmup_ratio": 0.1,
|
9 |
+
"gradient_accumulation": 1,
|
10 |
+
"optimizer": "adamw_torch",
|
11 |
+
"scheduler": "linear",
|
12 |
+
"weight_decay": 0.0,
|
13 |
+
"max_grad_norm": 1.0,
|
14 |
+
"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": "TrustPilot-balanced-location-roberta",
|
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": "riken01",
|
27 |
+
"log": "tensorboard",
|
28 |
+
"early_stopping_patience": 5,
|
29 |
+
"early_stopping_threshold": 0.01
|
30 |
+
}
|
vocab.json
ADDED
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|