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Browse files- README.md +37 -0
- checkpoint-27/config.json +39 -0
- checkpoint-27/model.safetensors +3 -0
- checkpoint-27/optimizer.pt +3 -0
- checkpoint-27/rng_state.pth +3 -0
- checkpoint-27/scheduler.pt +3 -0
- checkpoint-27/trainer_state.json +285 -0
- checkpoint-27/training_args.bin +3 -0
- config.json +39 -0
- merges.txt +0 -0
- model.safetensors +3 -0
- runs/May17_17-16-58_r-igiag-document-classification-11uvtc3e-2329a-nxhz1/events.out.tfevents.1747502219.r-igiag-document-classification-11uvtc3e-2329a-nxhz1.103.0 +2 -2
- runs/May17_17-16-58_r-igiag-document-classification-11uvtc3e-2329a-nxhz1/events.out.tfevents.1747503460.r-igiag-document-classification-11uvtc3e-2329a-nxhz1.103.1 +3 -0
- special_tokens_map.json +15 -0
- tokenizer.json +0 -0
- tokenizer_config.json +58 -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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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: FacebookAI/roberta-large
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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: 0.727709949016571
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f1_macro: 0.5042735042735043
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f1_micro: 0.7647058823529411
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f1_weighted: 0.7149321266968326
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precision_macro: 0.48412698412698413
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precision_micro: 0.7647058823529411
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precision_weighted: 0.6722689075630253
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recall_macro: 0.5277777777777778
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recall_micro: 0.7647058823529411
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recall_weighted: 0.7647058823529411
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accuracy: 0.7647058823529411
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checkpoint-27/config.json
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{
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"_name_or_path": "FacebookAI/roberta-large",
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"_num_labels": 3,
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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": 1024,
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"id2label": {
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"0": "inne",
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"1": "komunikat prasowy",
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"2": "zaproszenie"
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},
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"initializer_range": 0.02,
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"intermediate_size": 4096,
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"label2id": {
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"inne": 0,
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"komunikat prasowy": 1,
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"zaproszenie": 2
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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": 16,
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"num_hidden_layers": 24,
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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": "4.48.0",
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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-27/model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:f44fd94b271ec8a41ca178b9018e017b31c39b564d7aa952a91665de391112d5
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size 1421499516
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checkpoint-27/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:0b32f066dce6ede7278ab359a97cbd90bdc06be8966ea60db2e3f083476480c5
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size 2843220461
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checkpoint-27/rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:43c117f833006258dd07ef6470201c78c4cab683cbb92557d23fb52f550785ef
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size 13990
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checkpoint-27/scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:d794caad09a83675e886abbc4e495aef96f68012cb6bb1fdaa7553c616e46c3b
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size 1064
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checkpoint-27/trainer_state.json
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|
| 55 |
+
"tokenizer_class": "RobertaTokenizer",
|
| 56 |
+
"trim_offsets": true,
|
| 57 |
+
"unk_token": "<unk>"
|
| 58 |
+
}
|
training_args.bin
ADDED
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@@ -0,0 +1,3 @@
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|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:bc5b52057bd048972d829048f3b69bdb3f32d9a1300a61378eaa2a353421e758
|
| 3 |
+
size 5368
|
training_params.json
ADDED
|
@@ -0,0 +1,30 @@
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|
|
|
|
| 1 |
+
{
|
| 2 |
+
"data_path": "email-classifier-large/autotrain-data",
|
| 3 |
+
"model": "FacebookAI/roberta-large",
|
| 4 |
+
"lr": 5e-05,
|
| 5 |
+
"epochs": 10,
|
| 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": "email-classifier-large",
|
| 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": "igiag",
|
| 27 |
+
"log": "tensorboard",
|
| 28 |
+
"early_stopping_patience": 5,
|
| 29 |
+
"early_stopping_threshold": 0.01
|
| 30 |
+
}
|
vocab.json
ADDED
|
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