arabelatso commited on
Commit
e0fb10d
·
verified ·
1 Parent(s): 855f15d

Create README.md

Browse files
Files changed (1) hide show
  1. README.md +46 -0
README.md ADDED
@@ -0,0 +1,46 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ license: mit
3
+ language:
4
+ - en
5
+ base_model:
6
+ - deepseek-ai/deepseek-coder-7b-instruct-v1.5
7
+ ---
8
+
9
+ <p align="center">
10
+ <img width=20%" src="figures/logo.png">
11
+ </p>
12
+
13
+ ## Introduction
14
+
15
+ 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:
16
+
17
+ - **Requirement Analysis**: given requirements and description of the verification or modeling goals, decomposing the goal into detailed verification steps
18
+
19
+ - **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.
20
+
21
+ - **Proof segment generation**
22
+
23
+ - **Proof Completion**: complete the given incomplete proofs or models
24
+
25
+ - **Proof Infilling**: filling in the middle of the given incomplete proofs or models
26
+
27
+ - **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
28
+
29
+ ## Application Scenario
30
+
31
+ <p align="center">
32
+ <img width=100%" src="figures/application.png">
33
+ </p>
34
+
35
+
36
+ ## Supported Formal Specification Languages
37
+
38
+ <p align="center">
39
+ <img width=100%" src="figures/examples.png">
40
+ </p>
41
+
42
+ ## Data Preparation Pipeline
43
+ <p align="center">
44
+ <img width=60%" src="figures/data-prepare.png">
45
+ </p>
46
+