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--- |
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library_name: transformers |
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license: other |
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base_model: deepseek-ai/deepseek-coder-1.3b-instruct |
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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: asm2asm-deepseek-1.3b-500k-mac-x86-O0-arm-gnueabi-gcc |
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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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# asm2asm-deepseek-1.3b-500k-mac-x86-O0-arm-gnueabi-gcc |
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This model is a fine-tuned version of [deepseek-ai/deepseek-coder-1.3b-instruct](https://huggingface.co/deepseek-ai/deepseek-coder-1.3b-instruct) on an unknown dataset. |
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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: 0.0002 |
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- train_batch_size: 1 |
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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: 4 |
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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: 2 |
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### Training results |
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### Framework versions |
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- Transformers 4.44.2 |
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- Pytorch 2.4.1+cu118 |
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- Datasets 3.0.0 |
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- Tokenizers 0.19.1 |
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**Please see paper & code for more information:** |
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- https://github.com/ahmedheakl/asm2asm |
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- https://arxiv.org/abs/2411.16341 |
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## Citations |
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If you use this model in your research, please cite it as follows: |
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``` |
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@article{heakl2024cisc, |
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title={From CISC to RISC: language-model guided assembly transpilation}, |
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author={Heakl, Ahmed and Abi, Chaimaa and Hossam, Rania and Mahmoud, Abdulrahman}, |
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journal={arXiv preprint arXiv:2411.16341}, |
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year={2024} |
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} |
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``` |
