update readme

README.md

@@ -155,7 +155,7 @@ If you use Mizan-Rerank-v1 in your research, please cite:
 @software{Mizan_Rerank_v1_2023,
   author = {Ali Aljiachi},
   title = {Mizan-Rerank-v1: A Revolutionary Arabic Text Reranking Model},
-  year = {2023},
+  year = {2025},
   publisher = {Hugging Face},
   url = {https://huggingface.co/Mizan/Mizan-Rerank-v1}
 }

rng_state.pth

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:93e33002876a7677abe5796d70d473302d9bde216013e7f87665b96a2fbad655
-size 14244

scheduler.pt

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:a68b72e2d29aba381128697445fce4b3338c1387fabe319bf86a5d67fb8671af
-size 1064

ter

@@ -1,258 +0,0 @@
-
-                   SSUUMMMMAARRYY OOFF LLEESSSS CCOOMMMMAANNDDSS
-
-      Commands marked with * may be preceded by a number, _N.
-      Notes in parentheses indicate the behavior if _N is given.
-      A key preceded by a caret indicates the Ctrl key; thus ^K is ctrl-K.
-
-  h  H                 Display this help.
-  q  :q  Q  :Q  ZZ     Exit.
- ---------------------------------------------------------------------------
-
-                           MMOOVVIINNGG
-
-  e  ^E  j  ^N  CR  *  Forward  one line   (or _N lines).
-  y  ^Y  k  ^K  ^P  *  Backward one line   (or _N lines).
-  f  ^F  ^V  SPACE  *  Forward  one window (or _N lines).
-  b  ^B  ESC-v      *  Backward one window (or _N lines).
-  z                 *  Forward  one window (and set window to _N).
-  w                 *  Backward one window (and set window to _N).
-  ESC-SPACE         *  Forward  one window, but don't stop at end-of-file.
-  d  ^D             *  Forward  one half-window (and set half-window to _N).
-  u  ^U             *  Backward one half-window (and set half-window to _N).
-  ESC-)  RightArrow *  Right one half screen width (or _N positions).
-  ESC-(  LeftArrow  *  Left  one half screen width (or _N positions).
-  ESC-}  ^RightArrow   Right to last column displayed.
-  ESC-{  ^LeftArrow    Left  to first column.
-  F                    Forward forever; like "tail -f".
-  ESC-F                Like F but stop when search pattern is found.
-  r  ^R  ^L            Repaint screen.
-  R                    Repaint screen, discarding buffered input.
-        ---------------------------------------------------
-        Default "window" is the screen height.
-        Default "half-window" is half of the screen height.
- ---------------------------------------------------------------------------
-
-                          SSEEAARRCCHHIINNGG
-
-  /_p_a_t_t_e_r_n          *  Search forward for (_N-th) matching line.
-  ?_p_a_t_t_e_r_n          *  Search backward for (_N-th) matching line.
-  n                 *  Repeat previous search (for _N-th occurrence).
-  N                 *  Repeat previous search in reverse direction.
-  ESC-n             *  Repeat previous search, spanning files.
-  ESC-N             *  Repeat previous search, reverse dir. & spanning files.
-  ESC-u                Undo (toggle) search highlighting.
-  ESC-U                Clear search highlighting.
-  &_p_a_t_t_e_r_n          *  Display only matching lines.
-        ---------------------------------------------------
-        A search pattern may begin with one or more of:
-        ^N or !  Search for NON-matching lines.
-        ^E or *  Search multiple files (pass thru END OF FILE).
-        ^F or @  Start search at FIRST file (for /) or last file (for ?).
-        ^K       Highlight matches, but don't move (KEEP position).
-        ^R       Don't use REGULAR EXPRESSIONS.
-        ^W       WRAP search if no match found.
- ---------------------------------------------------------------------------
-
-                           JJUUMMPPIINNGG
-
-  g  <  ESC-<       *  Go to first line in file (or line _N).
-  G  >  ESC->       *  Go to last line in file (or line _N).
-  p  %              *  Go to beginning of file (or _N percent into file).
-  t                 *  Go to the (_N-th) next tag.
-  T                 *  Go to the (_N-th) previous tag.
-  {  (  [           *  Find close bracket } ) ].
-  }  )  ]           *  Find open bracket { ( [.
-  ESC-^F _<_c_1_> _<_c_2_>  *  Find close bracket _<_c_2_>.
-  ESC-^B _<_c_1_> _<_c_2_>  *  Find open bracket _<_c_1_>.
-        ---------------------------------------------------
-        Each "find close bracket" command goes forward to the close bracket 
-          matching the (_N-th) open bracket in the top line.
-        Each "find open bracket" command goes backward to the open bracket 
-          matching the (_N-th) close bracket in the bottom line.
-
-  m_<_l_e_t_t_e_r_>            Mark the current top line with <letter>.
-  M_<_l_e_t_t_e_r_>            Mark the current bottom line with <letter>.
-  '_<_l_e_t_t_e_r_>            Go to a previously marked position.
-  ''                   Go to the previous position.
-  ^X^X                 Same as '.
-  ESC-M_<_l_e_t_t_e_r_>        Clear a mark.
-        ---------------------------------------------------
-        A mark is any upper-case or lower-case letter.
-        Certain marks are predefined:
-             ^  means  beginning of the file
-             $  means  end of the file
- ---------------------------------------------------------------------------
-
-                        CCHHAANNGGIINNGG FFIILLEESS
-
-  :e [_f_i_l_e]            Examine a new file.
-  ^X^V                 Same as :e.
-  :n                *  Examine the (_N-th) next file from the command line.
-  :p                *  Examine the (_N-th) previous file from the command line.
-  :x                *  Examine the first (or _N-th) file from the command line.
-  :d                   Delete the current file from the command line list.
-  =  ^G  :f            Print current file name.
- ---------------------------------------------------------------------------
-
-                    MMIISSCCEELLLLAANNEEOOUUSS CCOOMMMMAANNDDSS
-
-  -_<_f_l_a_g_>              Toggle a command line option [see OPTIONS below].
-  --_<_n_a_m_e_>             Toggle a command line option, by name.
-  __<_f_l_a_g_>              Display the setting of a command line option.
-  ___<_n_a_m_e_>             Display the setting of an option, by name.
-  +_c_m_d                 Execute the less cmd each time a new file is examined.
-
-  !_c_o_m_m_a_n_d             Execute the shell command with $SHELL.
-  |XX_c_o_m_m_a_n_d            Pipe file between current pos & mark XX to shell command.
-  s _f_i_l_e               Save input to a file.
-  v                    Edit the current file with $VISUAL or $EDITOR.
-  V                    Print version number of "less".
- ---------------------------------------------------------------------------
-
-                           OOPPTTIIOONNSS
-
-        Most options may be changed either on the command line,
-        or from within less by using the - or -- command.
-        Options may be given in one of two forms: either a single
-        character preceded by a -, or a name preceded by --.
-
-  -?  ........  --help
-                  Display help (from command line).
-  -a  ........  --search-skip-screen
-                  Search skips current screen.
-  -A  ........  --SEARCH-SKIP-SCREEN
-                  Search starts just after target line.
-  -b [_N]  ....  --buffers=[_N]
-                  Number of buffers.
-  -B  ........  --auto-buffers
-                  Don't automatically allocate buffers for pipes.
-  -c  ........  --clear-screen
-                  Repaint by clearing rather than scrolling.
-  -d  ........  --dumb
-                  Dumb terminal.
-  -D xx_c_o_l_o_r  .  --color=xx_c_o_l_o_r
-                  Set screen colors.
-  -e  -E  ....  --quit-at-eof  --QUIT-AT-EOF
-                  Quit at end of file.
-  -f  ........  --force
-                  Force open non-regular files.
-  -F  ........  --quit-if-one-screen
-                  Quit if entire file fits on first screen.
-  -g  ........  --hilite-search
-                  Highlight only last match for searches.
-  -G  ........  --HILITE-SEARCH
-                  Don't highlight any matches for searches.
-  -h [_N]  ....  --max-back-scroll=[_N]
-                  Backward scroll limit.
-  -i  ........  --ignore-case
-                  Ignore case in searches that do not contain uppercase.
-  -I  ........  --IGNORE-CASE
-                  Ignore case in all searches.
-  -j [_N]  ....  --jump-target=[_N]
-                  Screen position of target lines.
-  -J  ........  --status-column
-                  Display a status column at left edge of screen.
-  -k [_f_i_l_e]  .  --lesskey-file=[_f_i_l_e]
-                  Use a lesskey file.
-  -K  ........  --quit-on-intr
-                  Exit less in response to ctrl-C.
-  -L  ........  --no-lessopen
-                  Ignore the LESSOPEN environment variable.
-  -m  -M  ....  --long-prompt  --LONG-PROMPT
-                  Set prompt style.
-  -n  -N  ....  --line-numbers  --LINE-NUMBERS
-                  Don't use line numbers.
-  -o [_f_i_l_e]  .  --log-file=[_f_i_l_e]
-                  Copy to log file (standard input only).
-  -O [_f_i_l_e]  .  --LOG-FILE=[_f_i_l_e]
-                  Copy to log file (unconditionally overwrite).
-  -p [_p_a_t_t_e_r_n]  --pattern=[_p_a_t_t_e_r_n]
-                  Start at pattern (from command line).
-  -P [_p_r_o_m_p_t]   --prompt=[_p_r_o_m_p_t]
-                  Define new prompt.
-  -q  -Q  ....  --quiet  --QUIET  --silent --SILENT
-                  Quiet the terminal bell.
-  -r  -R  ....  --raw-control-chars  --RAW-CONTROL-CHARS
-                  Output "raw" control characters.
-  -s  ........  --squeeze-blank-lines
-                  Squeeze multiple blank lines.
-  -S  ........  --chop-long-lines
-                  Chop (truncate) long lines rather than wrapping.
-  -t [_t_a_g]  ..  --tag=[_t_a_g]
-                  Find a tag.
-  -T [_t_a_g_s_f_i_l_e] --tag-file=[_t_a_g_s_f_i_l_e]
-                  Use an alternate tags file.
-  -u  -U  ....  --underline-special  --UNDERLINE-SPECIAL
-                  Change handling of backspaces.
-  -V  ........  --version
-                  Display the version number of "less".
-  -w  ........  --hilite-unread
-                  Highlight first new line after forward-screen.
-  -W  ........  --HILITE-UNREAD
-                  Highlight first new line after any forward movement.
-  -x [_N[,...]]  --tabs=[_N[,...]]
-                  Set tab stops.
-  -X  ........  --no-init
-                  Don't use termcap init/deinit strings.
-  -y [_N]  ....  --max-forw-scroll=[_N]
-                  Forward scroll limit.
-  -z [_N]  ....  --window=[_N]
-                  Set size of window.
-  -" [_c[_c]]  .  --quotes=[_c[_c]]
-                  Set shell quote characters.
-  -~  ........  --tilde
-                  Don't display tildes after end of file.
-  -# [_N]  ....  --shift=[_N]
-                  Set horizontal scroll amount (0 = one half screen width).
-                --file-size
-                  Automatically determine the size of the input file.
-                --follow-name
-                  The F command changes files if the input file is renamed.
-                --incsearch
-                  Search file as each pattern character is typed in.
-                --line-num-width=N
-                  Set the width of the -N line number field to N characters.
-                --mouse
-                  Enable mouse input.
-                --no-keypad
-                  Don't send termcap keypad init/deinit strings.
-                --no-histdups
-                  Remove duplicates from command history.
-                --rscroll=C
-                  Set the character used to mark truncated lines.
-                --save-marks
-                  Retain marks across invocations of less.
-                --status-col-width=N
-                  Set the width of the -J status column to N characters.
-                --use-backslash
-                  Subsequent options use backslash as escape char.
-                --use-color
-                  Enables colored text.
-                --wheel-lines=N
-                  Each click of the mouse wheel moves N lines.
-
-
- ---------------------------------------------------------------------------
-
-                          LLIINNEE EEDDIITTIINNGG
-
-        These keys can be used to edit text being entered 
-        on the "command line" at the bottom of the screen.
-
- RightArrow ..................... ESC-l ... Move cursor right one character.
- LeftArrow ...................... ESC-h ... Move cursor left one character.
- ctrl-RightArrow  ESC-RightArrow  ESC-w ... Move cursor right one word.
- ctrl-LeftArrow   ESC-LeftArrow   ESC-b ... Move cursor left one word.
- HOME ........................... ESC-0 ... Move cursor to start of line.
- END ............................ ESC-$ ... Move cursor to end of line.
- BACKSPACE ................................ Delete char to left of cursor.
- DELETE ......................... ESC-x ... Delete char under cursor.
- ctrl-BACKSPACE   ESC-BACKSPACE ........... Delete word to left of cursor.
- ctrl-DELETE .... ESC-DELETE .... ESC-X ... Delete word under cursor.
- ctrl-U ......... ESC (MS-DOS only) ....... Delete entire line.
- UpArrow ........................ ESC-k ... Retrieve previous command line.
- DownArrow ...................... ESC-j ... Retrieve next command line.
- TAB ...................................... Complete filename & cycle.
- SHIFT-TAB ...................... ESC-TAB   Complete filename & reverse cycle.
- ctrl-L ................................... Complete filename, list all.