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arise-sustech
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llm4decompile-33b

Text Generation
Transformers
PyTorch
llama
decompile
binary
text-generation-inference
Inference Endpoints
Model card Files Community
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@@ -15,7 +15,7 @@ LLM4Decompile aims to decompile x86 assembly instructions into C. It is finetune
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  ### 2. Evaluation Results
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  | Model | Re-compilability | | | | | Re-executability | | | | |
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  |--------------------|:----------------:|:---------:|:---------:|:---------:|:---------:|:----------------:|-----------|-----------|-----------|:---------:|
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- | opt-level | O0 | O1 | O2 | O3 | Avg. | O0 | O1 | O2 | O3 | Avg. |
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  | GPT4 | 0.92 | 0.94 | 0.88 | 0.84 | 0.895 | 0.1341 | 0.1890 | 0.1524 | 0.0854 | 0.1402 |
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  | DeepSeek-Coder-33B | 0.0659 | 0.0866 | 0.1500 | 0.1463 | 0.1122 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
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  | LLM4Decompile-1b | 0.8780 | 0.8732 | 0.8683 | 0.8378 | 0.8643 | 0.1573 | 0.0768 | 0.1000 | 0.0878 | 0.1055 |
 
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  ### 2. Evaluation Results
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  | Model | Re-compilability | | | | | Re-executability | | | | |
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  |--------------------|:----------------:|:---------:|:---------:|:---------:|:---------:|:----------------:|-----------|-----------|-----------|:---------:|
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+ | Optimization-level | O0 | O1 | O2 | O3 | Avg. | O0 | O1 | O2 | O3 | Avg. |
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  | GPT4 | 0.92 | 0.94 | 0.88 | 0.84 | 0.895 | 0.1341 | 0.1890 | 0.1524 | 0.0854 | 0.1402 |
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  | DeepSeek-Coder-33B | 0.0659 | 0.0866 | 0.1500 | 0.1463 | 0.1122 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
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  | LLM4Decompile-1b | 0.8780 | 0.8732 | 0.8683 | 0.8378 | 0.8643 | 0.1573 | 0.0768 | 0.1000 | 0.0878 | 0.1055 |