Training complete
Browse files- README.md +8 -7
- config.json +13 -42
- model.safetensors +2 -2
- runs/Apr03_13-02-02_ed66a94a5026/events.out.tfevents.1743685326.ed66a94a5026.1783.0 +3 -0
- runs/Apr03_13-02-02_ed66a94a5026/events.out.tfevents.1743685532.ed66a94a5026.1783.1 +3 -0
- special_tokens_map.json +6 -42
- tokenizer_config.json +1 -1
- training_args.bin +1 -1
README.md
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---
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library_name: transformers
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tags:
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- generated_from_trainer
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metrics:
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# tweet-classifier
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This model is a fine-tuned version of [
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It achieves the following results on the evaluation set:
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- Loss: 0.
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- Accuracy: 0.
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## Model description
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| Training Loss | Epoch | Step | Validation Loss | Accuracy |
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|:-------------:|:-----:|:----:|:---------------:|:--------:|
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### Framework versions
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---
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library_name: transformers
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license: apache-2.0
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base_model: distilbert/distilroberta-base
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tags:
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- generated_from_trainer
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metrics:
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# tweet-classifier
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This model is a fine-tuned version of [distilbert/distilroberta-base](https://huggingface.co/distilbert/distilroberta-base) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.1510
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- Accuracy: 0.941
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## Model description
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| Training Loss | Epoch | Step | Validation Loss | Accuracy |
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|:-------------:|:-----:|:----:|:---------------:|:--------:|
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| 0.2876 | 1.0 | 1000 | 0.1812 | 0.9325 |
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| 0.1441 | 2.0 | 2000 | 0.1583 | 0.9355 |
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| 0.1227 | 3.0 | 3000 | 0.1510 | 0.941 |
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### Framework versions
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config.json
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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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"gradient_checkpointing": false,
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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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"18": "label_19",
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"initializer_range": 0.02,
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"intermediate_size": 3072,
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"label_8": 7,
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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":
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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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"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": "LABEL_0",
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"1": "LABEL_1",
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"2": "LABEL_2",
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"3": "LABEL_3",
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"5": "LABEL_5"
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"initializer_range": 0.02,
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"intermediate_size": 3072,
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"label2id": {
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"LABEL_0": 0,
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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": 6,
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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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model.safetensors
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runs/Apr03_13-02-02_ed66a94a5026/events.out.tfevents.1743685326.ed66a94a5026.1783.0
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special_tokens_map.json
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"lstrip": true,
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tokenizer_config.json
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"errors": "replace",
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"extra_special_tokens": {},
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"mask_token": "<mask>",
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"tokenizer_class": "RobertaTokenizer",
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"mask_token": "<mask>",
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"tokenizer_class": "RobertaTokenizer",
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training_args.bin
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