MohamedRashad commited on
Commit
70c4272
·
2 Parent(s): 805b1ed ddfc238

Merge branch 'main' of hf.co:spaces/Navid-AI/The-Arabic-Rag-Leaderboard

Browse files
results/llm_in_context_results.json ADDED
@@ -0,0 +1 @@
 
 
1
+ []
results/reranking_results.json CHANGED
@@ -16,8 +16,8 @@
16
  "Navid General Knowledge": 86.05,
17
  "Navid Web Search": 99.36,
18
  "Navid Islamic Studies": 91.18,
19
- "Downloads Last Month": 215347,
20
- "Num Likes": 114,
21
  "License": "apache-2.0"
22
  },
23
  {
@@ -37,8 +37,8 @@
37
  "Navid General Knowledge": 87.05,
38
  "Navid Web Search": 99.3,
39
  "Navid Islamic Studies": 93.59,
40
- "Downloads Last Month": 1480691,
41
- "Num Likes": 597,
42
  "License": "apache-2.0"
43
  },
44
  {
@@ -58,7 +58,7 @@
58
  "Navid General Knowledge": 47.87,
59
  "Navid Web Search": 48.37,
60
  "Navid Islamic Studies": 46.6,
61
- "Downloads Last Month": 24311,
62
  "Num Likes": 21,
63
  "License": "apache-2.0"
64
  },
@@ -79,7 +79,7 @@
79
  "Navid General Knowledge": 77.61,
80
  "Navid Web Search": 95.71,
81
  "Navid Islamic Studies": 96.14,
82
- "Downloads Last Month": 1274,
83
  "Num Likes": 7,
84
  "License": "apache-2.0"
85
  },
@@ -100,7 +100,7 @@
100
  "Navid General Knowledge": 85.19,
101
  "Navid Web Search": 98.81,
102
  "Navid Islamic Studies": 92.19,
103
- "Downloads Last Month": 41,
104
  "Num Likes": 4,
105
  "License": "apache-2.0"
106
  },
@@ -121,7 +121,7 @@
121
  "Navid General Knowledge": 52.75,
122
  "Navid Web Search": 52.65,
123
  "Navid Islamic Studies": 52.11,
124
- "Downloads Last Month": 79,
125
  "Num Likes": 5,
126
  "License": "N/A"
127
  },
@@ -142,7 +142,7 @@
142
  "Navid General Knowledge": 55.01,
143
  "Navid Web Search": 47.75,
144
  "Navid Islamic Studies": 52.7,
145
- "Downloads Last Month": 79,
146
  "Num Likes": 5,
147
  "License": "N/A"
148
  },
@@ -163,7 +163,7 @@
163
  "Navid General Knowledge": 43.49,
164
  "Navid Web Search": 48.87,
165
  "Navid Islamic Studies": 49.87,
166
- "Downloads Last Month": 127,
167
  "Num Likes": 4,
168
  "License": "apache-2.0"
169
  },
@@ -184,7 +184,7 @@
184
  "Navid General Knowledge": 49.1,
185
  "Navid Web Search": 49.56,
186
  "Navid Islamic Studies": 46.49,
187
- "Downloads Last Month": 8143,
188
  "Num Likes": 10,
189
  "License": "apache-2.0"
190
  },
@@ -205,8 +205,8 @@
205
  "Navid General Knowledge": 41.96,
206
  "Navid Web Search": 51.73,
207
  "Navid Islamic Studies": 47.65,
208
- "Downloads Last Month": 291,
209
- "Num Likes": 2,
210
  "License": "apache-2.0"
211
  },
212
  {
@@ -226,8 +226,8 @@
226
  "Navid General Knowledge": 60.29,
227
  "Navid Web Search": 46.9,
228
  "Navid Islamic Studies": 50.54,
229
- "Downloads Last Month": 215,
230
- "Num Likes": 2,
231
  "License": "apache-2.0"
232
  },
233
  {
@@ -247,7 +247,7 @@
247
  "Navid General Knowledge": 49.86,
248
  "Navid Web Search": 50.01,
249
  "Navid Islamic Studies": 53.8,
250
- "Downloads Last Month": 7825,
251
  "Num Likes": 50,
252
  "License": "mit"
253
  },
@@ -268,8 +268,8 @@
268
  "Navid General Knowledge": 49.72,
269
  "Navid Web Search": 55.93,
270
  "Navid Islamic Studies": 52.16,
271
- "Downloads Last Month": 117067,
272
- "Num Likes": 148,
273
  "License": "apache-2.0"
274
  },
275
  {
@@ -289,7 +289,7 @@
289
  "Navid General Knowledge": 75.05,
290
  "Navid Web Search": 94.11,
291
  "Navid Islamic Studies": 95.18,
292
- "Downloads Last Month": 23,
293
  "Num Likes": 0,
294
  "License": "cc-by-nc-4.0"
295
  },
@@ -310,7 +310,7 @@
310
  "Navid General Knowledge": 63.27,
311
  "Navid Web Search": 86.84,
312
  "Navid Islamic Studies": 75.25,
313
- "Downloads Last Month": 10439,
314
  "Num Likes": 38,
315
  "License": "N/A"
316
  },
@@ -331,7 +331,7 @@
331
  "Navid General Knowledge": 58.99,
332
  "Navid Web Search": 64.7,
333
  "Navid Islamic Studies": 68.72,
334
- "Downloads Last Month": 50761,
335
  "Num Likes": 29,
336
  "License": "N/A"
337
  },
@@ -352,7 +352,7 @@
352
  "Navid General Knowledge": 45.88,
353
  "Navid Web Search": 63.33,
354
  "Navid Islamic Studies": 46.16,
355
- "Downloads Last Month": 2059,
356
  "Num Likes": 11,
357
  "License": "N/A"
358
  },
@@ -373,8 +373,8 @@
373
  "Navid General Knowledge": 76.33,
374
  "Navid Web Search": 49.91,
375
  "Navid Islamic Studies": 46.06,
376
- "Downloads Last Month": 1409633,
377
- "Num Likes": 248,
378
  "License": "mit"
379
  },
380
  {
@@ -394,8 +394,8 @@
394
  "Navid General Knowledge": 60.42,
395
  "Navid Web Search": 51.06,
396
  "Navid Islamic Studies": 54.17,
397
- "Downloads Last Month": 498422,
398
- "Num Likes": 70,
399
  "License": "apache-2.0"
400
  },
401
  {
@@ -415,8 +415,8 @@
415
  "Navid General Knowledge": 67.73,
416
  "Navid Web Search": 49.48,
417
  "Navid Islamic Studies": 49.83,
418
- "Downloads Last Month": 995915,
419
- "Num Likes": 416,
420
  "License": "mit"
421
  },
422
  {
@@ -436,7 +436,7 @@
436
  "Navid General Knowledge": 85.0,
437
  "Navid Web Search": 85.65,
438
  "Navid Islamic Studies": 93.98,
439
- "Downloads Last Month": 23,
440
  "Num Likes": 1,
441
  "License": "N/A"
442
  },
@@ -457,8 +457,8 @@
457
  "Navid General Knowledge": 50.42,
458
  "Navid Web Search": 29.07,
459
  "Navid Islamic Studies": 28.39,
460
- "Downloads Last Month": 174,
461
- "Num Likes": 1,
462
  "License": "apache-2.0"
463
  },
464
  {
@@ -478,8 +478,8 @@
478
  "Navid General Knowledge": 52.54,
479
  "Navid Web Search": 49.96,
480
  "Navid Islamic Studies": 51.39,
481
- "Downloads Last Month": 558352,
482
- "Num Likes": 258,
483
  "License": "apache-2.0"
484
  },
485
  {
@@ -499,8 +499,50 @@
499
  "Navid General Knowledge": 54.47,
500
  "Navid Web Search": 30.82,
501
  "Navid Islamic Studies": 28.66,
502
- "Downloads Last Month": 405,
503
- "Num Likes": 11,
504
  "License": "apache-2.0"
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
505
  }
506
  ]
 
16
  "Navid General Knowledge": 86.05,
17
  "Navid Web Search": 99.36,
18
  "Navid Islamic Studies": 91.18,
19
+ "Downloads Last Month": 159340,
20
+ "Num Likes": 128,
21
  "License": "apache-2.0"
22
  },
23
  {
 
37
  "Navid General Knowledge": 87.05,
38
  "Navid Web Search": 99.3,
39
  "Navid Islamic Studies": 93.59,
40
+ "Downloads Last Month": 2306653,
41
+ "Num Likes": 642,
42
  "License": "apache-2.0"
43
  },
44
  {
 
58
  "Navid General Knowledge": 47.87,
59
  "Navid Web Search": 48.37,
60
  "Navid Islamic Studies": 46.6,
61
+ "Downloads Last Month": 42745,
62
  "Num Likes": 21,
63
  "License": "apache-2.0"
64
  },
 
79
  "Navid General Knowledge": 77.61,
80
  "Navid Web Search": 95.71,
81
  "Navid Islamic Studies": 96.14,
82
+ "Downloads Last Month": 4449,
83
  "Num Likes": 7,
84
  "License": "apache-2.0"
85
  },
 
100
  "Navid General Knowledge": 85.19,
101
  "Navid Web Search": 98.81,
102
  "Navid Islamic Studies": 92.19,
103
+ "Downloads Last Month": 66,
104
  "Num Likes": 4,
105
  "License": "apache-2.0"
106
  },
 
121
  "Navid General Knowledge": 52.75,
122
  "Navid Web Search": 52.65,
123
  "Navid Islamic Studies": 52.11,
124
+ "Downloads Last Month": 33,
125
  "Num Likes": 5,
126
  "License": "N/A"
127
  },
 
142
  "Navid General Knowledge": 55.01,
143
  "Navid Web Search": 47.75,
144
  "Navid Islamic Studies": 52.7,
145
+ "Downloads Last Month": 33,
146
  "Num Likes": 5,
147
  "License": "N/A"
148
  },
 
163
  "Navid General Knowledge": 43.49,
164
  "Navid Web Search": 48.87,
165
  "Navid Islamic Studies": 49.87,
166
+ "Downloads Last Month": 52,
167
  "Num Likes": 4,
168
  "License": "apache-2.0"
169
  },
 
184
  "Navid General Knowledge": 49.1,
185
  "Navid Web Search": 49.56,
186
  "Navid Islamic Studies": 46.49,
187
+ "Downloads Last Month": 4025,
188
  "Num Likes": 10,
189
  "License": "apache-2.0"
190
  },
 
205
  "Navid General Knowledge": 41.96,
206
  "Navid Web Search": 51.73,
207
  "Navid Islamic Studies": 47.65,
208
+ "Downloads Last Month": 2509,
209
+ "Num Likes": 3,
210
  "License": "apache-2.0"
211
  },
212
  {
 
226
  "Navid General Knowledge": 60.29,
227
  "Navid Web Search": 46.9,
228
  "Navid Islamic Studies": 50.54,
229
+ "Downloads Last Month": 639,
230
+ "Num Likes": 3,
231
  "License": "apache-2.0"
232
  },
233
  {
 
247
  "Navid General Knowledge": 49.86,
248
  "Navid Web Search": 50.01,
249
  "Navid Islamic Studies": 53.8,
250
+ "Downloads Last Month": 7200,
251
  "Num Likes": 50,
252
  "License": "mit"
253
  },
 
268
  "Navid General Knowledge": 49.72,
269
  "Navid Web Search": 55.93,
270
  "Navid Islamic Studies": 52.16,
271
+ "Downloads Last Month": 193908,
272
+ "Num Likes": 170,
273
  "License": "apache-2.0"
274
  },
275
  {
 
289
  "Navid General Knowledge": 75.05,
290
  "Navid Web Search": 94.11,
291
  "Navid Islamic Studies": 95.18,
292
+ "Downloads Last Month": 1,
293
  "Num Likes": 0,
294
  "License": "cc-by-nc-4.0"
295
  },
 
310
  "Navid General Knowledge": 63.27,
311
  "Navid Web Search": 86.84,
312
  "Navid Islamic Studies": 75.25,
313
+ "Downloads Last Month": 20945,
314
  "Num Likes": 38,
315
  "License": "N/A"
316
  },
 
331
  "Navid General Knowledge": 58.99,
332
  "Navid Web Search": 64.7,
333
  "Navid Islamic Studies": 68.72,
334
+ "Downloads Last Month": 72114,
335
  "Num Likes": 29,
336
  "License": "N/A"
337
  },
 
352
  "Navid General Knowledge": 45.88,
353
  "Navid Web Search": 63.33,
354
  "Navid Islamic Studies": 46.16,
355
+ "Downloads Last Month": 455,
356
  "Num Likes": 11,
357
  "License": "N/A"
358
  },
 
373
  "Navid General Knowledge": 76.33,
374
  "Navid Web Search": 49.91,
375
  "Navid Islamic Studies": 46.06,
376
+ "Downloads Last Month": 2815229,
377
+ "Num Likes": 256,
378
  "License": "mit"
379
  },
380
  {
 
394
  "Navid General Knowledge": 60.42,
395
  "Navid Web Search": 51.06,
396
  "Navid Islamic Studies": 54.17,
397
+ "Downloads Last Month": 474583,
398
+ "Num Likes": 71,
399
  "License": "apache-2.0"
400
  },
401
  {
 
415
  "Navid General Knowledge": 67.73,
416
  "Navid Web Search": 49.48,
417
  "Navid Islamic Studies": 49.83,
418
+ "Downloads Last Month": 1122406,
419
+ "Num Likes": 475,
420
  "License": "mit"
421
  },
422
  {
 
436
  "Navid General Knowledge": 85.0,
437
  "Navid Web Search": 85.65,
438
  "Navid Islamic Studies": 93.98,
439
+ "Downloads Last Month": 19,
440
  "Num Likes": 1,
441
  "License": "N/A"
442
  },
 
457
  "Navid General Knowledge": 50.42,
458
  "Navid Web Search": 29.07,
459
  "Navid Islamic Studies": 28.39,
460
+ "Downloads Last Month": 665,
461
+ "Num Likes": 3,
462
  "License": "apache-2.0"
463
  },
464
  {
 
478
  "Navid General Knowledge": 52.54,
479
  "Navid Web Search": 49.96,
480
  "Navid Islamic Studies": 51.39,
481
+ "Downloads Last Month": 1064962,
482
+ "Num Likes": 274,
483
  "License": "apache-2.0"
484
  },
485
  {
 
499
  "Navid General Knowledge": 54.47,
500
  "Navid Web Search": 30.82,
501
  "Navid Islamic Studies": 28.66,
502
+ "Downloads Last Month": 912,
503
+ "Num Likes": 10,
504
  "License": "apache-2.0"
505
+ },
506
+ {
507
+ "Model": "ALJIACHI/Mizan-Rerank-v1",
508
+ "Revision": "main",
509
+ "Precision": "f32",
510
+ "Task": "Reranker",
511
+ "Average Score": 76.26,
512
+ "Context Length": 8192,
513
+ "Embedding Dimension": 768,
514
+ "Model Size (MB)": 568.19,
515
+ "Number of Parameters (Billions)": 0.149,
516
+ "Namaa Global Knowledge": 71.68,
517
+ "Namaa Tourism": 70.8,
518
+ "Namaa Media": 68.25,
519
+ "Namaa Legal": 77.21,
520
+ "Navid General Knowledge": 67.06,
521
+ "Navid Web Search": 83.82,
522
+ "Navid Islamic Studies": 94.97,
523
+ "Downloads Last Month": 129,
524
+ "Num Likes": 2,
525
+ "License": "apache-2.0"
526
+ },
527
+ {
528
+ "Model": "mohamed2811/Muffakir_Embedding",
529
+ "Revision": "main",
530
+ "Precision": "f32",
531
+ "Task": "Reranker",
532
+ "Average Score": 52.66,
533
+ "Context Length": 512,
534
+ "Embedding Dimension": 768,
535
+ "Model Size (MB)": 515.72,
536
+ "Number of Parameters (Billions)": 0.135,
537
+ "Namaa Global Knowledge": 53.68,
538
+ "Namaa Tourism": 54.13,
539
+ "Namaa Media": 53.66,
540
+ "Namaa Legal": 58.33,
541
+ "Navid General Knowledge": 56.13,
542
+ "Navid Web Search": 55.25,
543
+ "Navid Islamic Studies": 37.43,
544
+ "Downloads Last Month": 171,
545
+ "Num Likes": 1,
546
+ "License": "N/A"
547
  }
548
  ]
results/retrieval_results.json CHANGED
@@ -11,8 +11,8 @@
11
  "Number of Parameters (Billions)": 0.305,
12
  "Web Search Dataset": 80.2,
13
  "Islamic Knowledge Dataset": 41.84,
14
- "Downloads Last Month": 1340501,
15
- "Num Likes": 233,
16
  "License": "apache-2.0"
17
  },
18
  {
@@ -27,8 +27,8 @@
27
  "Number of Parameters (Billions)": 0.149,
28
  "Web Search Dataset": 37.9,
29
  "Islamic Knowledge Dataset": 62.08,
30
- "Downloads Last Month": 205,
31
- "Num Likes": 6,
32
  "License": "apache-2.0"
33
  },
34
  {
@@ -43,7 +43,7 @@
43
  "Number of Parameters (Billions)": 0.135,
44
  "Web Search Dataset": 44.49,
45
  "Islamic Knowledge Dataset": 40.59,
46
- "Downloads Last Month": 697,
47
  "Num Likes": 10,
48
  "License": "apache-2.0"
49
  },
@@ -59,7 +59,7 @@
59
  "Number of Parameters (Billions)": 0.135,
60
  "Web Search Dataset": 50.93,
61
  "Islamic Knowledge Dataset": 59.35,
62
- "Downloads Last Month": 8143,
63
  "Num Likes": 10,
64
  "License": "apache-2.0"
65
  },
@@ -75,7 +75,7 @@
75
  "Number of Parameters (Billions)": 0.135,
76
  "Web Search Dataset": 50.97,
77
  "Islamic Knowledge Dataset": 56.09,
78
- "Downloads Last Month": 3885,
79
  "Num Likes": 12,
80
  "License": "apache-2.0"
81
  },
@@ -91,7 +91,7 @@
91
  "Number of Parameters (Billions)": 0.135,
92
  "Web Search Dataset": 54.5,
93
  "Islamic Knowledge Dataset": 65.56,
94
- "Downloads Last Month": 615,
95
  "Num Likes": 1,
96
  "License": "N/A"
97
  },
@@ -107,7 +107,7 @@
107
  "Number of Parameters (Billions)": 0.135,
108
  "Web Search Dataset": 47.25,
109
  "Islamic Knowledge Dataset": 57.5,
110
- "Downloads Last Month": 263,
111
  "Num Likes": 1,
112
  "License": "N/A"
113
  },
@@ -123,7 +123,7 @@
123
  "Number of Parameters (Billions)": 0.118,
124
  "Web Search Dataset": 52.51,
125
  "Islamic Knowledge Dataset": 25.27,
126
- "Downloads Last Month": 127,
127
  "Num Likes": 4,
128
  "License": "apache-2.0"
129
  },
@@ -139,8 +139,8 @@
139
  "Number of Parameters (Billions)": 0.472,
140
  "Web Search Dataset": 64.09,
141
  "Islamic Knowledge Dataset": 26.99,
142
- "Downloads Last Month": 215,
143
- "Num Likes": 2,
144
  "License": "apache-2.0"
145
  },
146
  {
@@ -155,8 +155,8 @@
155
  "Number of Parameters (Billions)": 0.56,
156
  "Web Search Dataset": 70.35,
157
  "Islamic Knowledge Dataset": 59.15,
158
- "Downloads Last Month": 995915,
159
- "Num Likes": 416,
160
  "License": "mit"
161
  },
162
  {
@@ -171,8 +171,8 @@
171
  "Number of Parameters (Billions)": 0.135,
172
  "Web Search Dataset": 61.19,
173
  "Islamic Knowledge Dataset": 64.46,
174
- "Downloads Last Month": 174,
175
- "Num Likes": 1,
176
  "License": "apache-2.0"
177
  },
178
  {
@@ -187,7 +187,7 @@
187
  "Number of Parameters (Billions)": 0.135,
188
  "Web Search Dataset": 47.25,
189
  "Islamic Knowledge Dataset": 57.51,
190
- "Downloads Last Month": 263,
191
  "Num Likes": 1,
192
  "License": "N/A"
193
  },
@@ -203,7 +203,7 @@
203
  "Number of Parameters (Billions)": 0.56,
204
  "Web Search Dataset": 69.35,
205
  "Islamic Knowledge Dataset": 50.58,
206
- "Downloads Last Month": 53,
207
  "Num Likes": 2,
208
  "License": "apache-2.0"
209
  },
@@ -219,7 +219,7 @@
219
  "Number of Parameters (Billions)": 0.56,
220
  "Web Search Dataset": 62.78,
221
  "Islamic Knowledge Dataset": 36.66,
222
- "Downloads Last Month": 722,
223
  "Num Likes": 3,
224
  "License": "N/A"
225
  },
@@ -235,7 +235,7 @@
235
  "Number of Parameters (Billions)": 0.56,
236
  "Web Search Dataset": 58.32,
237
  "Islamic Knowledge Dataset": 32.69,
238
- "Downloads Last Month": 32,
239
  "Num Likes": 0,
240
  "License": "apache-2.0"
241
  },
@@ -251,8 +251,8 @@
251
  "Number of Parameters (Billions)": 0.135,
252
  "Web Search Dataset": 52.46,
253
  "Islamic Knowledge Dataset": 45.48,
254
- "Downloads Last Month": 405,
255
- "Num Likes": 11,
256
  "License": "apache-2.0"
257
  },
258
  {
@@ -267,8 +267,264 @@
267
  "Number of Parameters (Billions)": 0.135,
268
  "Web Search Dataset": 53.99,
269
  "Islamic Knowledge Dataset": 51.22,
270
- "Downloads Last Month": 308,
271
  "Num Likes": 4,
272
  "License": "apache-2.0"
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
273
  }
274
  ]
 
11
  "Number of Parameters (Billions)": 0.305,
12
  "Web Search Dataset": 80.2,
13
  "Islamic Knowledge Dataset": 41.84,
14
+ "Downloads Last Month": 1565227,
15
+ "Num Likes": 253,
16
  "License": "apache-2.0"
17
  },
18
  {
 
27
  "Number of Parameters (Billions)": 0.149,
28
  "Web Search Dataset": 37.9,
29
  "Islamic Knowledge Dataset": 62.08,
30
+ "Downloads Last Month": 30,
31
+ "Num Likes": 5,
32
  "License": "apache-2.0"
33
  },
34
  {
 
43
  "Number of Parameters (Billions)": 0.135,
44
  "Web Search Dataset": 44.49,
45
  "Islamic Knowledge Dataset": 40.59,
46
+ "Downloads Last Month": 870,
47
  "Num Likes": 10,
48
  "License": "apache-2.0"
49
  },
 
59
  "Number of Parameters (Billions)": 0.135,
60
  "Web Search Dataset": 50.93,
61
  "Islamic Knowledge Dataset": 59.35,
62
+ "Downloads Last Month": 4025,
63
  "Num Likes": 10,
64
  "License": "apache-2.0"
65
  },
 
75
  "Number of Parameters (Billions)": 0.135,
76
  "Web Search Dataset": 50.97,
77
  "Islamic Knowledge Dataset": 56.09,
78
+ "Downloads Last Month": 3689,
79
  "Num Likes": 12,
80
  "License": "apache-2.0"
81
  },
 
91
  "Number of Parameters (Billions)": 0.135,
92
  "Web Search Dataset": 54.5,
93
  "Islamic Knowledge Dataset": 65.56,
94
+ "Downloads Last Month": 171,
95
  "Num Likes": 1,
96
  "License": "N/A"
97
  },
 
107
  "Number of Parameters (Billions)": 0.135,
108
  "Web Search Dataset": 47.25,
109
  "Islamic Knowledge Dataset": 57.5,
110
+ "Downloads Last Month": 389,
111
  "Num Likes": 1,
112
  "License": "N/A"
113
  },
 
123
  "Number of Parameters (Billions)": 0.118,
124
  "Web Search Dataset": 52.51,
125
  "Islamic Knowledge Dataset": 25.27,
126
+ "Downloads Last Month": 52,
127
  "Num Likes": 4,
128
  "License": "apache-2.0"
129
  },
 
139
  "Number of Parameters (Billions)": 0.472,
140
  "Web Search Dataset": 64.09,
141
  "Islamic Knowledge Dataset": 26.99,
142
+ "Downloads Last Month": 639,
143
+ "Num Likes": 3,
144
  "License": "apache-2.0"
145
  },
146
  {
 
155
  "Number of Parameters (Billions)": 0.56,
156
  "Web Search Dataset": 70.35,
157
  "Islamic Knowledge Dataset": 59.15,
158
+ "Downloads Last Month": 1122406,
159
+ "Num Likes": 475,
160
  "License": "mit"
161
  },
162
  {
 
171
  "Number of Parameters (Billions)": 0.135,
172
  "Web Search Dataset": 61.19,
173
  "Islamic Knowledge Dataset": 64.46,
174
+ "Downloads Last Month": 665,
175
+ "Num Likes": 3,
176
  "License": "apache-2.0"
177
  },
178
  {
 
187
  "Number of Parameters (Billions)": 0.135,
188
  "Web Search Dataset": 47.25,
189
  "Islamic Knowledge Dataset": 57.51,
190
+ "Downloads Last Month": 389,
191
  "Num Likes": 1,
192
  "License": "N/A"
193
  },
 
203
  "Number of Parameters (Billions)": 0.56,
204
  "Web Search Dataset": 69.35,
205
  "Islamic Knowledge Dataset": 50.58,
206
+ "Downloads Last Month": 32,
207
  "Num Likes": 2,
208
  "License": "apache-2.0"
209
  },
 
219
  "Number of Parameters (Billions)": 0.56,
220
  "Web Search Dataset": 62.78,
221
  "Islamic Knowledge Dataset": 36.66,
222
+ "Downloads Last Month": 1650,
223
  "Num Likes": 3,
224
  "License": "N/A"
225
  },
 
235
  "Number of Parameters (Billions)": 0.56,
236
  "Web Search Dataset": 58.32,
237
  "Islamic Knowledge Dataset": 32.69,
238
+ "Downloads Last Month": 45,
239
  "Num Likes": 0,
240
  "License": "apache-2.0"
241
  },
 
251
  "Number of Parameters (Billions)": 0.135,
252
  "Web Search Dataset": 52.46,
253
  "Islamic Knowledge Dataset": 45.48,
254
+ "Downloads Last Month": 912,
255
+ "Num Likes": 10,
256
  "License": "apache-2.0"
257
  },
258
  {
 
267
  "Number of Parameters (Billions)": 0.135,
268
  "Web Search Dataset": 53.99,
269
  "Islamic Knowledge Dataset": 51.22,
270
+ "Downloads Last Month": 1897,
271
  "Num Likes": 4,
272
  "License": "apache-2.0"
273
+ },
274
+ {
275
+ "Model": "nomic-ai/nomic-embed-text-v2-moe",
276
+ "Revision": "main",
277
+ "Precision": "f32",
278
+ "Task": "Retriever",
279
+ "Average Score": 66.79,
280
+ "Context Length": 512,
281
+ "Embedding Dimension": 768,
282
+ "Model Size (MB)": 1813.1,
283
+ "Number of Parameters (Billions)": 0.475,
284
+ "Web Search Dataset": 79.35,
285
+ "Islamic Knowledge Dataset": 54.22,
286
+ "Downloads Last Month": 385479,
287
+ "Num Likes": 379,
288
+ "License": "apache-2.0"
289
+ },
290
+ {
291
+ "Model": "Snowflake/snowflake-arctic-embed-m-v2.0",
292
+ "Revision": "95c2741480856aa9666782eb4afe11959938017f",
293
+ "Precision": "f32",
294
+ "Task": "Retriever",
295
+ "Average Score": 53.3,
296
+ "Context Length": 8192,
297
+ "Embedding Dimension": 768,
298
+ "Model Size (MB)": 1164.89,
299
+ "Number of Parameters (Billions)": 0.305,
300
+ "Web Search Dataset": 69.75,
301
+ "Islamic Knowledge Dataset": 36.86,
302
+ "Downloads Last Month": 179238,
303
+ "Num Likes": 77,
304
+ "License": "apache-2.0"
305
+ },
306
+ {
307
+ "Model": "ibm-granite/granite-embedding-107m-multilingual",
308
+ "Revision": "5c793ec061753b0d0816865e1af7db3f675d65af",
309
+ "Precision": "bf16",
310
+ "Task": "Retriever",
311
+ "Average Score": 48.34,
312
+ "Context Length": 512,
313
+ "Embedding Dimension": 384,
314
+ "Model Size (MB)": 204.08,
315
+ "Number of Parameters (Billions)": 0.107,
316
+ "Web Search Dataset": 67.74,
317
+ "Islamic Knowledge Dataset": 28.94,
318
+ "Downloads Last Month": 48018,
319
+ "Num Likes": 22,
320
+ "License": "apache-2.0"
321
+ },
322
+ {
323
+ "Model": "ibm-granite/granite-embedding-278m-multilingual",
324
+ "Revision": "6ecb2d4c423c03f21c3a511f4227ee7d10d0facd",
325
+ "Precision": "bf16",
326
+ "Task": "Retriever",
327
+ "Average Score": 51.69,
328
+ "Context Length": 512,
329
+ "Embedding Dimension": 768,
330
+ "Model Size (MB)": 530.33,
331
+ "Number of Parameters (Billions)": 0.278,
332
+ "Web Search Dataset": 70.91,
333
+ "Islamic Knowledge Dataset": 32.46,
334
+ "Downloads Last Month": 80309,
335
+ "Num Likes": 42,
336
+ "License": "apache-2.0"
337
+ },
338
+ {
339
+ "Model": "Snowflake/snowflake-arctic-embed-l-v2.0",
340
+ "Revision": "dcf86e284785c825570c5fd512ddd682b386fa3d",
341
+ "Precision": "f32",
342
+ "Task": "Retriever",
343
+ "Average Score": 68.42,
344
+ "Context Length": 8192,
345
+ "Embedding Dimension": 1024,
346
+ "Model Size (MB)": 2165.81,
347
+ "Number of Parameters (Billions)": 0.568,
348
+ "Web Search Dataset": 78.96,
349
+ "Islamic Knowledge Dataset": 57.88,
350
+ "Downloads Last Month": 193908,
351
+ "Num Likes": 170,
352
+ "License": "apache-2.0"
353
+ },
354
+ {
355
+ "Model": "ibm-granite/granite-embedding-278m-multilingual",
356
+ "Revision": "main",
357
+ "Precision": "bf16",
358
+ "Task": "Retriever",
359
+ "Average Score": 51.67,
360
+ "Context Length": 512,
361
+ "Embedding Dimension": 768,
362
+ "Model Size (MB)": 530.33,
363
+ "Number of Parameters (Billions)": 0.278,
364
+ "Web Search Dataset": 70.84,
365
+ "Islamic Knowledge Dataset": 32.49,
366
+ "Downloads Last Month": 80309,
367
+ "Num Likes": 42,
368
+ "License": "apache-2.0"
369
+ },
370
+ {
371
+ "Model": "intfloat/multilingual-e5-base",
372
+ "Revision": "main",
373
+ "Precision": "i64",
374
+ "Task": "Retriever",
375
+ "Average Score": 52.54,
376
+ "Context Length": 512,
377
+ "Embedding Dimension": 768,
378
+ "Model Size (MB)": 1060.65,
379
+ "Number of Parameters (Billions)": 0.278,
380
+ "Web Search Dataset": 61.43,
381
+ "Islamic Knowledge Dataset": 43.65,
382
+ "Downloads Last Month": 758230,
383
+ "Num Likes": 269,
384
+ "License": "mit"
385
+ },
386
+ {
387
+ "Model": "jinaai/jina-embeddings-v3",
388
+ "Revision": "main",
389
+ "Precision": "bf16",
390
+ "Task": "Retriever",
391
+ "Average Score": 72.86,
392
+ "Context Length": 8194,
393
+ "Embedding Dimension": 1024,
394
+ "Model Size (MB)": 1091.6,
395
+ "Number of Parameters (Billions)": 0.572,
396
+ "Web Search Dataset": 83.38,
397
+ "Islamic Knowledge Dataset": 62.33,
398
+ "Downloads Last Month": 4526702,
399
+ "Num Likes": 955,
400
+ "License": "cc-by-nc-4.0"
401
+ },
402
+ {
403
+ "Model": "sayed0am/arabic-english-bge-m3",
404
+ "Revision": "main",
405
+ "Precision": "f32",
406
+ "Task": "Retriever",
407
+ "Average Score": 70.93,
408
+ "Context Length": 8192,
409
+ "Embedding Dimension": 1024,
410
+ "Model Size (MB)": 1381.55,
411
+ "Number of Parameters (Billions)": 0.362,
412
+ "Web Search Dataset": 84.21,
413
+ "Islamic Knowledge Dataset": 57.64,
414
+ "Downloads Last Month": 145,
415
+ "Num Likes": 2,
416
+ "License": "mit"
417
+ },
418
+ {
419
+ "Model": "metga97/Modern-EgyBert-Base",
420
+ "Revision": "main",
421
+ "Precision": "f32",
422
+ "Task": "Retriever",
423
+ "Average Score": 8.5,
424
+ "Context Length": 8192,
425
+ "Embedding Dimension": 768,
426
+ "Model Size (MB)": 608.38,
427
+ "Number of Parameters (Billions)": 0.159,
428
+ "Web Search Dataset": 10.86,
429
+ "Islamic Knowledge Dataset": 6.14,
430
+ "Downloads Last Month": 45,
431
+ "Num Likes": 8,
432
+ "License": "N/A"
433
+ },
434
+ {
435
+ "Model": "metga97/Modern-EgyBert-Embedding",
436
+ "Revision": "main",
437
+ "Precision": "f32",
438
+ "Task": "Retriever",
439
+ "Average Score": 8.5,
440
+ "Context Length": 8192,
441
+ "Embedding Dimension": 768,
442
+ "Model Size (MB)": 608.38,
443
+ "Number of Parameters (Billions)": 0.159,
444
+ "Web Search Dataset": 10.86,
445
+ "Islamic Knowledge Dataset": 6.14,
446
+ "Downloads Last Month": 24,
447
+ "Num Likes": 0,
448
+ "License": "N/A"
449
+ },
450
+ {
451
+ "Model": "sentence-transformers/all-MiniLM-L6-v2",
452
+ "Revision": "main",
453
+ "Precision": "i64",
454
+ "Task": "Retriever",
455
+ "Average Score": 5.5,
456
+ "Context Length": 256,
457
+ "Embedding Dimension": 384,
458
+ "Model Size (MB)": 86.64,
459
+ "Number of Parameters (Billions)": 0.023,
460
+ "Web Search Dataset": 6.43,
461
+ "Islamic Knowledge Dataset": 4.57,
462
+ "Downloads Last Month": 84530858,
463
+ "Num Likes": 3395,
464
+ "License": "apache-2.0"
465
+ },
466
+ {
467
+ "Model": "sentence-transformers/all-mpnet-base-v2",
468
+ "Revision": "main",
469
+ "Precision": "i64",
470
+ "Task": "Retriever",
471
+ "Average Score": 6.79,
472
+ "Context Length": 384,
473
+ "Embedding Dimension": 768,
474
+ "Model Size (MB)": 417.66,
475
+ "Number of Parameters (Billions)": 0.109,
476
+ "Web Search Dataset": 8.88,
477
+ "Islamic Knowledge Dataset": 4.69,
478
+ "Downloads Last Month": 19379410,
479
+ "Num Likes": 1066,
480
+ "License": "apache-2.0"
481
+ },
482
+ {
483
+ "Model": "ALJIACHI/bte-base-ar",
484
+ "Revision": "main",
485
+ "Precision": "f32",
486
+ "Task": "Retriever",
487
+ "Average Score": 46.53,
488
+ "Context Length": 8192,
489
+ "Embedding Dimension": 768,
490
+ "Model Size (MB)": 568.19,
491
+ "Number of Parameters (Billions)": 0.149,
492
+ "Web Search Dataset": 38.98,
493
+ "Islamic Knowledge Dataset": 54.08,
494
+ "Downloads Last Month": 27,
495
+ "Num Likes": 0,
496
+ "License": "mit"
497
+ },
498
+ {
499
+ "Model": "OmarAlsaabi/e5-base-mlqa-finetuned-arabic-for-rag",
500
+ "Revision": "main",
501
+ "Precision": "f32",
502
+ "Task": "Retriever",
503
+ "Average Score": 56.54,
504
+ "Context Length": 512,
505
+ "Embedding Dimension": 768,
506
+ "Model Size (MB)": 1060.65,
507
+ "Number of Parameters (Billions)": 0.278,
508
+ "Web Search Dataset": 67.28,
509
+ "Islamic Knowledge Dataset": 45.79,
510
+ "Downloads Last Month": 33,
511
+ "Num Likes": 5,
512
+ "License": "N/A"
513
+ },
514
+ {
515
+ "Model": "mixedbread-ai/mxbai-embed-large-v1",
516
+ "Revision": "main",
517
+ "Precision": "f16",
518
+ "Task": "Retriever",
519
+ "Average Score": 5.82,
520
+ "Context Length": 512,
521
+ "Embedding Dimension": 1024,
522
+ "Model Size (MB)": 639.23,
523
+ "Number of Parameters (Billions)": 0.335,
524
+ "Web Search Dataset": 7.35,
525
+ "Islamic Knowledge Dataset": 4.29,
526
+ "Downloads Last Month": 3041420,
527
+ "Num Likes": 671,
528
+ "License": "apache-2.0"
529
  }
530
  ]