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Training complete via Datrix cookbook

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  1. README.md +61 -0
  2. config.json +36 -0
  3. model.safetensors +3 -0
  4. tokenizer.json +0 -0
  5. tokenizer_config.json +15 -0
  6. training_args.bin +3 -0
README.md ADDED
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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-base-uncased
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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: datrix-text-classification-job_ac3f99e5
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+ results: []
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+ ---
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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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+
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+ # datrix-text-classification-job_ac3f99e5
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+
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+ This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on an unknown dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 0.6850
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+ - Accuracy: 0.5493
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+
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+ ## Model description
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+
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+ More information needed
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+
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+ ## Intended uses & limitations
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+
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+ More information needed
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+
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+ ## Training and evaluation data
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+
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+ More information needed
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+
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+ ## Training procedure
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+
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+ ### Training hyperparameters
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+
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+ The following hyperparameters were used during training:
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+ - learning_rate: 2e-05
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+ - train_batch_size: 16
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+ - eval_batch_size: 32
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+ - seed: 42
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+ - optimizer: Use OptimizerNames.ADAMW_TORCH_FUSED with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
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+ - lr_scheduler_type: linear
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+ - training_steps: 20
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+
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+ ### Training results
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+
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+ | Training Loss | Epoch | Step | Validation Loss | Accuracy |
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+ |:-------------:|:------:|:----:|:---------------:|:--------:|
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+ | 0.7040 | 0.0128 | 20 | 0.6850 | 0.5493 |
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+
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+
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+ ### Framework versions
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+
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+ - Transformers 5.9.0
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+ - Pytorch 2.12.0+cu130
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+ - Datasets 4.8.5
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+ - Tokenizers 0.22.2
config.json ADDED
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+ {
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+ "activation": "gelu",
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+ "architectures": [
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+ "DistilBertForSequenceClassification"
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+ ],
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+ "attention_dropout": 0.1,
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+ "bos_token_id": null,
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+ "dim": 768,
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+ "dropout": 0.1,
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+ "dtype": "float32",
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+ "eos_token_id": null,
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+ "hidden_dim": 3072,
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+ "id2label": {
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+ "0": "neg",
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+ "1": "pos"
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+ },
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+ "initializer_range": 0.02,
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+ "label2id": {
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+ "neg": 0,
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+ "pos": 1
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+ },
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+ "max_position_embeddings": 512,
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+ "model_type": "distilbert",
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+ "n_heads": 12,
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+ "n_layers": 6,
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+ "pad_token_id": 0,
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+ "problem_type": "single_label_classification",
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+ "qa_dropout": 0.1,
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+ "seq_classif_dropout": 0.2,
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+ "sinusoidal_pos_embds": false,
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+ "tie_weights_": true,
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+ "tie_word_embeddings": true,
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+ "transformers_version": "5.9.0",
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+ "use_cache": false,
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+ "vocab_size": 30522
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+ }
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+ {
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+ "backend": "tokenizers",
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+ "cls_token": "[CLS]",
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+ "do_lower_case": true,
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+ "is_local": false,
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+ "local_files_only": false,
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+ "pad_token": "[PAD]",
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+ "sep_token": "[SEP]",
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+ "tokenize_chinese_chars": true,
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+ "tokenizer_class": "BertTokenizer",
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+ "unk_token": "[UNK]"
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+ }
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