Enhance model card with pipeline tag, library, and paper link

README.md

@@ -3,8 +3,16 @@ license: mit
 tags:
 - decompile
 - binary
+pipeline_tag: text-generation
+library_name: transformers
 ---
 
+# LLM4Decompile-6.7b-v1.5
+
+This model, `LLM4Decompile-6.7b-v1.5`, is part of the LLM4Decompile family, introduced in the paper [Decompile-Bench: Million-Scale Binary-Source Function Pairs for Real-World Binary Decompilation](https://huggingface.co/papers/2505.12668).
+
+**[📚 Paper](https://huggingface.co/papers/2505.12668)** | **[💻 Code](https://github.com/albertan017/LLM4Decompile)**
+
 ### 1. Introduction of LLM4Decompile
 
 LLM4Decompile aims to decompile x86 assembly instructions into C. The newly released V1.5 series are trained with a larger dataset (15B tokens) and a maximum token length of 4,096, with remarkable performance (up to 100% improvement) compared to the previous model.
@@ -15,12 +23,12 @@ LLM4Decompile aims to decompile x86 assembly instructions into C. The newly rele
 ### 2. Evaluation Results
 
 |     Model/Benchmark    | HumanEval-Decompile |         |         |         |         | ExeBench |         |         |         |         |
-|:----------------------:|:-------------------:|:-------:|:-------:|:-------:|:-------:|:--------:|:-------:|:-------:|:-------:|:-------:|
-|   Optimization Level   |          O0         |    O1   |    O2   |    O3   |   AVG   |    O0    |    O1   |    O2   |    O3   |   AVG   |
-|   DeepSeek-Coder-6.7B  |          0          |    0    |    0    |    0    |    0    |     0    |    0    |    0    |    0    | 0.0000  |
-|         GPT-4o         |       0.3049        | 0.1159  | 0.1037  | 0.1159  | 0.1601  |  0.0443  | 0.0328  | 0.0397  | 0.0343  | 0.0378  |
-| LLM4Decompile-End-1.3B |       0.4720        | 0.2061  | 0.2122  | 0.2024  | 0.2732  |  0.1786  | 0.1362  | 0.1320  | 0.1328  | 0.1449  |
-| LLM4Decompile-End-6.7B |       0.6805        | 0.3951  | 0.3671  | 0.3720  | 0.4537  |  0.2289  | 0.1660  | 0.1618  | 0.1625  | 0.1798  |
+|:----------------------:|:-------------------:|:-------:|:-------:|:-------:|:-------:|:--------:|:-------:|:-------:|:-------:|:-------:|\
+|   Optimization Level   |          O0         |    O1   |    O2   |    O3   |   AVG   |    O0    |    O1   |    O2   |    O3   |   AVG   |\
+|   DeepSeek-Coder-6.7B  |          0          |    0    |    0    |    0    |    0    |     0    |    0    |    0    |    0    | 0.0000  |\
+|         GPT-4o         |       0.3049        | 0.1159  | 0.1037  | 0.1159  | 0.1601  |  0.0443  | 0.0328  | 0.0397  | 0.0343  | 0.0378  |\
+| LLM4Decompile-End-1.3B |       0.4720        | 0.2061  | 0.2122  | 0.2024  | 0.2732  |  0.1786  | 0.1362  | 0.1320  | 0.1328  | 0.1449  |\
+| LLM4Decompile-End-6.7B |       0.6805        | 0.3951  | 0.3671  | 0.3671  | 0.4537  |  0.2289  | 0.1660  | 0.1618  | 0.1625  | 0.1798  |\
 |  LLM4Decompile-End-33B |       0.5168        | 0.2956  | 0.2815  | 0.2675  | 0.3404  |  0.1886  | 0.1465  | 0.1396  | 0.1411  | 0.1540  |
 
 ### 3. How to Use
@@ -47,9 +55,12 @@ for opt_state in OPT:
         asm= f.read()
         if '<'+'func0'+'>:' not in asm: #IMPORTANT replace func0 with the function name
             raise ValueError("compile fails")
-        asm = '<'+'func0'+'>:' + asm.split('<'+'func0'+'>:')[-1].split('\n\n')[0] #IMPORTANT replace func0 with the function name
+        asm = '<'+'func0'+'>:' + asm.split('<'+'func0'+'>:')[-1].split('
+
+')[0] #IMPORTANT replace func0 with the function name
         asm_clean = ""
-        asm_sp = asm.split("\n")
+        asm_sp = asm.split("
+")
         for tmp in asm_sp:
             if len(tmp.split("\t"))<3 and '00' in tmp:
                 continue
@@ -58,10 +69,14 @@ for opt_state in OPT:
             )
             tmp_asm = "\t".join(tmp.split("\t")[idx:])  # remove the binary code
             tmp_asm = tmp_asm.split("#")[0].strip()  # remove the comments
-            asm_clean += tmp_asm + "\n"
+            asm_clean += tmp_asm + "
+"
     input_asm = asm_clean.strip()
-    before = f"# This is the assembly code:\n"#prompt
-    after = "\n# What is the source code?\n"#prompt
+    before = f"# This is the assembly code:
+"#prompt
+    after = "
+# What is the source code?
+"#prompt
     input_asm_prompt = before+input_asm.strip()+after
     with open(fileName +'_' + opt_state +'.asm','w',encoding='utf-8') as f:
         f.write(input_asm_prompt)
@@ -86,13 +101,15 @@ c_func_decompile = tokenizer.decode(outputs[0][len(inputs[0]):-1])
 with open(fileName +'.c','r') as f:#original file
     func = f.read()
 
-print(f'original function:\n{func}')# Note we only decompile one function, where the original file may contain multiple functions
-print(f'decompiled function:\n{c_func_decompile}')
+print(f'original function:
+{func}')# Note we only decompile one function, where the original file may contain multiple functions
+print(f'decompiled function:
+{c_func_decompile}')
 ```
 
 ### 4. License
-This code repository is licensed under the MIT License.
+This code repository is licensed under the MIT and DeepSeek License.
 
 ### 5. Contact
 
-If you have any questions, please raise an issue.
+If you have any questions, please raise an issue.