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README.md ADDED
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+ ---
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+ library_name: peft
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+ license: apache-2.0
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+ base_model: TinyLlama/TinyLlama-1.1B-Chat-v1.0
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+ tags:
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+ - generated_from_trainer
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+ model-index:
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+ - name: prompt_tuning
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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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+ # prompt_tuning
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+
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+ This model is a fine-tuned version of [TinyLlama/TinyLlama-1.1B-Chat-v1.0](https://huggingface.co/TinyLlama/TinyLlama-1.1B-Chat-v1.0) on the None dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 2.5078
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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: 0.001
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+ - train_batch_size: 2
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+ - eval_batch_size: 1
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+ - seed: 42
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+ - optimizer: Use OptimizerNames.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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+ - lr_scheduler_warmup_steps: 100
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+ - num_epochs: 3
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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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+ | 2.6373 | 1.0 | 7125 | 2.5675 |
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+ | 2.5737 | 2.0 | 14250 | 2.5229 |
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+ | 2.4183 | 3.0 | 21375 | 2.5078 |
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+
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+
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+ ### Framework versions
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+
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+ - PEFT 0.15.2
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+ - Transformers 4.52.4
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+ - Pytorch 2.6.0+cu124
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+ - Datasets 3.6.0
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+ - Tokenizers 0.21.2
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chat_template.jinja ADDED
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+ {% for message in messages %}
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+ {% if message['role'] == 'user' %}
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+ {{ '<|user|>
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+ ' + message['content'] + eos_token }}
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+ {% elif message['role'] == 'system' %}
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+ {{ '<|system|>
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+ ' + message['content'] + eos_token }}
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+ {% elif message['role'] == 'assistant' %}
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+ {{ '<|assistant|>
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+ ' + message['content'] + eos_token }}
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+ {% endif %}
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+ {% if loop.last and add_generation_prompt %}
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+ {{ '<|assistant|>' }}
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+ {% endif %}
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+ {% endfor %}
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