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+ ---
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+ license: mit
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+ language:
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+ - en
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+ base_model:
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+ - Qwen/Qwen2.5-Coder-7B-Instruct
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+ ---
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+
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+ ## Introduction
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+
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+ We present a fine-tuned model for formal verification tasks. It is fine-tuned in five formal specification languages (Cog, Dafny, Lean4, ACSL, and TLA) on six formal-verification-related tasks:
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+
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+ - **Requirement Analysis**: given requirements and description of the verification or modeling goals, decomposing the goal into detailed verification steps
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+
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+ - **Proof/Model Generation**: given requirements and description of the verification or modeling goals, writing formal proofs or models that can be verified by verifier/model checker.
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+
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+ - **Proof segment generation**
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+
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+ - **Proof Completion**: complete the given incomplete proofs or models
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+
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+ - **Proof Infilling**: filling in the middle of the given incomplete proofs or models
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+
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+ - **Code 2 Proof**: (Currently only support for ACSL whose specification is in form of code annotations) given the code under verification, generate the proof with the specifications
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+
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+ ## Application Scenario
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+
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+ <p align="center">
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+ <img width=100%" src="figures/application.png">
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+ </p>
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+
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+
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+ ## Supported Formal Specification Languages
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+
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+ <p align="center">
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+ <img width=100%" src="figures/examples.png">
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+ </p>
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+
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+ ## Data Preparation Pipeline
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+ <p align="center">
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+ <img width=60%" src="figures/data-prepare.png">
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+ </p>
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+