Model save
Browse files
README.md
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---
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license: apache-2.0
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base_model: sentence-transformers/all-MiniLM-L6-v2
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tags:
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- generated_from_trainer
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model-index:
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- name: all-MiniLM-L6-v2-personal-project-finetuned-2024-07-19
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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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# all-MiniLM-L6-v2-personal-project-finetuned-2024-07-19
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This model is a fine-tuned version of [sentence-transformers/all-MiniLM-L6-v2](https://huggingface.co/sentence-transformers/all-MiniLM-L6-v2) on the None dataset.
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It achieves the following results on the evaluation set:
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- Loss: 1.0858
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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: 2e-05
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- train_batch_size: 32
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- eval_batch_size: 32
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- seed: 42
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: linear
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- num_epochs: 3.0
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- mixed_precision_training: Native AMP
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### Training results
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| Training Loss | Epoch | Step | Validation Loss |
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|:-------------:|:-----:|:-----:|:---------------:|
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| 2.222 | 1.0 | 20636 | 1.3544 |
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| 1.3809 | 2.0 | 41272 | 1.1365 |
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| 1.2477 | 3.0 | 61908 | 1.0801 |
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### Framework versions
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- Transformers 4.42.4
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- Pytorch 2.3.1+cu121
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- Datasets 2.20.0
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- Tokenizers 0.19.1
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generation_config.json
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{
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"_from_model_config": true,
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"pad_token_id": 0,
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"transformers_version": "4.42.4"
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}
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runs/Jul19_14-31-29_95519a916326/events.out.tfevents.1721399490.95519a916326.3868.1
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runs/Jul19_14-31-29_95519a916326/events.out.tfevents.1721405796.95519a916326.3868.2
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