santhoshtr

"""Rebuild the leaderboard's per-language table, with languages it does not show.

The leaderboard hardcodes a 20-language `language_view`, which is why Malayalam
is absent. The aggregation itself is language-agnostic: explode the per-subset
scores, group by (model, language), take the mean. So asking for more languages
is a matter of passing a longer list.
"""
import sys, time
from pathlib import Path
import polars as pl

santhoshtr

"""Rank-based probe: does the positive outrank every negative?

No absolute cosine threshold is used anywhere. Only the order matters, so the
result is comparable across models that have different similarity scales.
"""
import sys, torch, numpy as np
from sentence_transformers import SentenceTransformer

BASE = "ആനപ്പുറത്തു കയറി"
POS  = "ആനയുടെ പുറത്തു കയറി"

santhoshtr

#!/usr/bin/env python3
"""Figures for the per-language leaderboard post.

Two kinds of figure, from two sources:

  tasks   - how many benchmark tasks exist per language, and of what kind.
            Needs only MTEB metadata, so it runs offline in seconds.
  scores  - per-language scores for the top models, from a leaderboard CSV.

Indic languages come first in every figure, then a contrast set of world

santhoshtr

#!/usr/bin/env bash
#
# wiki — a fast, fzf-based Wikipedia reader.
#
# Usage:
#   wiki          # English (default)
#   wiki de       # German, fr, es, ...  (any Wikipedia language code)
#
# Type to live-search article titles via Wikipedia's prefixsearch API,
# read the plain-text article in the preview pane, press Enter to open it

santhoshtr

#define _XOPEN_SOURCE
#include <stdio.h>
#include <wchar.h>
#include <locale.h>

int main(void) {
    setlocale(LC_ALL, "");

    struct {
        wchar_t ch;

santhoshtr

                        
beginfig(0);
width:=100;
rotation:=-45;

pen calligraphicpen ;
calligraphicpen := makepen ((0, 0)--(width,0 ) rotated rotation) ;

z0 = (x1+150, 0);
z1 = (0, y0+250);

santhoshtr

% 设置输出文件名
outputtemplate := "%j.svg";

beginfig(1);
    % --- 1. 变量声明 ---
    numeric u, hex_R, hex_W;
    numeric stem_w, bar_h, f_top_y;
    color main_color;
    path boundary_path;
    picture fh_pattern;

santhoshtr

                    beginfig(1);
    u := 1mm; 
    radius := 50u;      % 태극의 반지름 (R)
    diameter := 2radius; % 태극의 지름 (D = 100u)
    
    height := 200u;
    width := 300u;
    pair O; O := (width/2, height/2); % 국기 중심
    
    % 1. 표준 비율 설정 (대한민국 국기법 규정)

santhoshtr

prologues := 3;
outputtemplate := "%j-%c.mps";

beginfig(1);

% =============== ПЕРВЫЙ ГРАФИК (слева) ===============
% Масштаб и размеры
u := 1.5cm;

% Сдвиг для размещения графиков рядом

santhoshtr

u := 1cm;

path curve;
curve := (0,-1.5u) .. controls (2u,-1.2u) and (4u,0) .. (5.5u,2.5u);

% РИСУНОК 1
beginfig(1);

drawarrow (-0.5u,0)--(6.5u,0);
label.bot("x", (6.5u,0));