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--- |
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license: apache-2.0 |
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library_name: peft |
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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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- ipex |
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- Intel Max 1550 GPU |
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- intel |
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base_model: tiiuae/falcon-7b |
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model-index: |
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- name: falcon-7B-dolly-sft-LoRA |
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results: [] |
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datasets: |
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- databricks/databricks-dolly-15k |
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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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# falcon-7B-dolly-sft-LoRA |
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This model is a fine-tuned version of [tiiuae/falcon-7b](https://huggingface.co/tiiuae/falcon-7b) on databricks/databricks-dolly-15k. |
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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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databricks/databricks-dolly-15k |
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## Hardware |
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Trained model on Intel Max 1550 GPU |
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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: 1e-05 |
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- train_batch_size: 2 |
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- eval_batch_size: 8 |
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- seed: 42 |
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- gradient_accumulation_steps: 4 |
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- total_train_batch_size: 8 |
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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: 0.05 |
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- training_steps: 593 |
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### Framework versions |
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- PEFT 0.11.1 |
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- Transformers 4.41.2 |
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- Pytorch 2.1.0.post0+cxx11.abi |
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- Datasets 2.19.1 |
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- Tokenizers 0.19.1 |
