Model save
Browse files- README.md +70 -0
- logs/events.out.tfevents.1745365086.s_005_m.2850345.138 +2 -2
- model.safetensors +1 -1
README.md
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---
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library_name: transformers
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base_model: Hartunka/distilbert_rand_20_v2
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tags:
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- generated_from_trainer
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metrics:
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- spearmanr
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model-index:
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- name: distilbert_rand_20_v2_stsb
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results: []
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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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# distilbert_rand_20_v2_stsb
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This model is a fine-tuned version of [Hartunka/distilbert_rand_20_v2](https://huggingface.co/Hartunka/distilbert_rand_20_v2) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 2.3603
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- Pearson: 0.3501
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- Spearmanr: 0.3421
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- Combined Score: 0.3461
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## Model description
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More information needed
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## Intended uses & limitations
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More information needed
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## Training and evaluation data
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More information needed
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## Training procedure
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### Training hyperparameters
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The following hyperparameters were used during training:
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- learning_rate: 5e-05
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- train_batch_size: 256
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- eval_batch_size: 256
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- seed: 10
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- optimizer: Use adamw_torch 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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- num_epochs: 50
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Pearson | Spearmanr | Combined Score |
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|:-------------:|:-----:|:----:|:---------------:|:-------:|:---------:|:--------------:|
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| 2.8409 | 1.0 | 23 | 2.6483 | 0.1073 | 0.0837 | 0.0955 |
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| 1.937 | 2.0 | 46 | 2.4296 | 0.1982 | 0.1718 | 0.1850 |
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| 1.7127 | 3.0 | 69 | 2.4168 | 0.2334 | 0.2205 | 0.2270 |
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| 1.3482 | 4.0 | 92 | 2.3318 | 0.3011 | 0.2937 | 0.2974 |
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| 0.9691 | 5.0 | 115 | 2.5006 | 0.3014 | 0.2903 | 0.2959 |
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| 0.7285 | 6.0 | 138 | 2.4679 | 0.3349 | 0.3254 | 0.3302 |
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| 0.572 | 7.0 | 161 | 2.5069 | 0.3510 | 0.3474 | 0.3492 |
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| 0.4434 | 8.0 | 184 | 2.4404 | 0.3636 | 0.3552 | 0.3594 |
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| 0.3722 | 9.0 | 207 | 2.3603 | 0.3501 | 0.3421 | 0.3461 |
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### Framework versions
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- Transformers 4.50.2
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- Pytorch 2.2.1+cu121
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- Datasets 2.18.0
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- Tokenizers 0.21.1
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