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Commit
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README.md ADDED
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+ ---
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+ base_model: microsoft/Phi-3.5-mini-instruct
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+ library_name: peft
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+ license: mit
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+ tags:
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+ - trl
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+ - sft
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+ - generated_from_trainer
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+ model-index:
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+ - name: Phi-3.5-MultiCap
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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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+ # Phi-3.5-MultiCap
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+
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+ This model is a fine-tuned version of [microsoft/Phi-3.5-mini-instruct](https://huggingface.co/microsoft/Phi-3.5-mini-instruct) on an unknown dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 0.5367
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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: 0.0001
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+ - train_batch_size: 16
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+ - eval_batch_size: 16
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+ - seed: 42
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+ - gradient_accumulation_steps: 8
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+ - total_train_batch_size: 128
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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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+ - lr_scheduler_warmup_ratio: 0.03
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+ - num_epochs: 2
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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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+ | 1.0783 | 0.1354 | 30 | 1.0955 |
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+ | 0.716 | 0.2707 | 60 | 0.7190 |
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+ | 0.6167 | 0.4061 | 90 | 0.6266 |
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+ | 0.6226 | 0.5415 | 120 | 0.5929 |
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+ | 0.5665 | 0.6768 | 150 | 0.5737 |
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+ | 0.5834 | 0.8122 | 180 | 0.5621 |
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+ | 0.5931 | 0.9475 | 210 | 0.5549 |
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+ | 0.5431 | 1.0829 | 240 | 0.5496 |
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+ | 0.5678 | 1.2183 | 270 | 0.5458 |
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+ | 0.5336 | 1.3536 | 300 | 0.5425 |
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+ | 0.5292 | 1.4890 | 330 | 0.5403 |
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+ | 0.5627 | 1.6244 | 360 | 0.5384 |
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+ | 0.5493 | 1.7597 | 390 | 0.5374 |
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+ | 0.5154 | 1.8951 | 420 | 0.5367 |
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+
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+
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+ ### Framework versions
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+
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+ - PEFT 0.12.0
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+ - Transformers 4.44.2
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+ - Pytorch 2.4.0+cu124
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+ - Datasets 2.21.0
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+ - Tokenizers 0.19.1
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