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README.md ADDED
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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-2024-06-17
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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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+ # all-MiniLM-L6-v2-personal-project-finetuned-2024-06-17
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+
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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: 0.8242
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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: 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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+
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+ ### Training results
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+
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+ | Training Loss | Epoch | Step | Validation Loss |
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+ |:-------------:|:-----:|:------:|:---------------:|
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+ | 1.6263 | 1.0 | 70745 | 1.0111 |
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+ | 1.0431 | 2.0 | 141490 | 0.8640 |
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+ | 0.9485 | 3.0 | 212235 | 0.8254 |
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+
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+
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+ ### Framework versions
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+
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+ - Transformers 4.41.2
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+ - Pytorch 2.3.0+cu121
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+ - Datasets 2.20.0
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+ - Tokenizers 0.19.1
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+ "_from_model_config": true,
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+ "transformers_version": "4.41.2"
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+ }
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