question
stringlengths
6
89
choices
listlengths
4
4
answer
int64
0
3
answer_label
stringclasses
4 values
split
stringclasses
1 value
subcategories
stringclasses
1 value
category
stringclasses
1 value
lang
stringclasses
1 value
second_lang
stringclasses
1 value
notes
stringclasses
1 value
id
stringlengths
7
7
set_id
stringlengths
5
5
variation_id
stringclasses
1 value
vanilla_cos_sim_to_canonical
dict
trimmed_cos_sim_to_canonical
dict
token_counts
dict
دكتر أحمدي يك جراح أست. شغل دكتر أحمدي
[ "معلم است", "وكيل است", "قاضي است", "بزشك است" ]
3
D
test
Arabic Keyboard for Farsi
Noise
pes_Arab
300-1.8
300.0
1.8
{ "CohereLabs/aya-expanse-8b": 0.4525652527809143, "Qwen/Qwen3-8B": 0.4668959677219391, "bigscience/bloom": 0.6332823634147644, "common-pile/comma-v0.1-1t": 0.5899715423583984, "facebook/xglm-564M": 0.3686283230781555, "google-bert/bert-base-multilingual-cased": 0.37637633085250854, "google/byt5-small": 0...
{ "CohereLabs/aya-expanse-8b": 0.3844136893749237, "Qwen/Qwen3-8B": 0.4432694911956787, "bigscience/bloom": 0.6013886332511902, "common-pile/comma-v0.1-1t": 0.577778160572052, "facebook/xglm-564M": 0.3686283230781555, "google-bert/bert-base-multilingual-cased": 0.37637633085250854, "google/byt5-small": 0....
{ "CohereLabs/aya-expanse-8b": 17, "Qwen/Qwen3-8B": 21, "bigscience/bloom": 15, "common-pile/comma-v0.1-1t": 39, "facebook/xglm-564M": 14, "google-bert/bert-base-multilingual-cased": 18, "google/byt5-small": 68, "google/gemma-2-2b": 18, "gpt2": 44, "meta-llama/Llama-3.2-1B": 20, "microsoft/Phi-3-m...
رنك آسمان
[ "قرمز است", "سبز است", "زرد است", "آبي است" ]
3
D
test
Arabic Keyboard for Farsi
Noise
pes_Arab
301-1.8
301.0
1.8
{ "CohereLabs/aya-expanse-8b": 0.5916272401809692, "Qwen/Qwen3-8B": 0.8003456592559814, "bigscience/bloom": 0.7218424677848816, "common-pile/comma-v0.1-1t": 0.8175961375236511, "facebook/xglm-564M": 0.46171438694000244, "google-bert/bert-base-multilingual-cased": 0.6645976305007935, "google/byt5-small": 0...
{ "CohereLabs/aya-expanse-8b": 0.18456730246543884, "Qwen/Qwen3-8B": 0.08357308804988861, "bigscience/bloom": 0.059549201279878616, "common-pile/comma-v0.1-1t": -0.020662564784288406, "facebook/xglm-564M": 0.07532156258821487, "google-bert/bert-base-multilingual-cased": -0.01466265320777893, "google/byt5-...
{ "CohereLabs/aya-expanse-8b": 4, "Qwen/Qwen3-8B": 5, "bigscience/bloom": 3, "common-pile/comma-v0.1-1t": 9, "facebook/xglm-564M": 3, "google-bert/bert-base-multilingual-cased": 6, "google/byt5-small": 17, "google/gemma-2-2b": 4, "gpt2": 10, "meta-llama/Llama-3.2-1B": 5, "microsoft/Phi-3-mini-4k-i...
اين خانة ٢٫٨٥٠٫٠٠٠٫٠٠٠ تومان أست. قيمت اين خانة
[ "٢٫٨٥٠٫٠٠٠٫٠٠٠ تومان است", "٣٫٠٠٠٫٠٠٠٫٠٠٠ تومان است", "٢٫٠٥٠٫٠٠٠٫٠٠٠ تومان است", "٣٫٨٥٠٫٠٠٠٫٠٠٠ تومان است" ]
0
A
test
Arabic Keyboard for Farsi
Noise
pes_Arab
302-1.8
302.0
1.8
{ "CohereLabs/aya-expanse-8b": 0.3234526216983795, "Qwen/Qwen3-8B": 0.38398754596710205, "bigscience/bloom": 0.6348302960395813, "common-pile/comma-v0.1-1t": 0.43976742029190063, "facebook/xglm-564M": 0.5273773074150085, "google-bert/bert-base-multilingual-cased": 0.40923044085502625, "google/byt5-small":...
{ "CohereLabs/aya-expanse-8b": 0.3234526216983795, "Qwen/Qwen3-8B": 0.38398754596710205, "bigscience/bloom": 0.6348302960395813, "common-pile/comma-v0.1-1t": 0.43383175134658813, "facebook/xglm-564M": 0.5273773074150085, "google-bert/bert-base-multilingual-cased": 0.40923044085502625, "google/byt5-small":...
{ "CohereLabs/aya-expanse-8b": 39, "Qwen/Qwen3-8B": 43, "bigscience/bloom": 26, "common-pile/comma-v0.1-1t": 60, "facebook/xglm-564M": 22, "google-bert/bert-base-multilingual-cased": 27, "google/byt5-small": 86, "google/gemma-2-2b": 26, "gpt2": 59, "meta-llama/Llama-3.2-1B": 27, "microsoft/Phi-3-m...
إمروز تاريخ ١٤٠٣/٠٨/١٥ است. إمروز
[ "١٤٠٣/٠٨/١٥أست", "١٤٠٣/٠٨/١٦ أست", "١٤٠٢/٠٨/١٥ أست", "١٤٠٣/٠٧/١٥ أست" ]
0
A
test
Arabic Keyboard for Farsi
Noise
pes_Arab
303-1.8
303.0
1.8
{ "CohereLabs/aya-expanse-8b": 0.310343474149704, "Qwen/Qwen3-8B": 0.3913235068321228, "bigscience/bloom": 0.5470491647720337, "common-pile/comma-v0.1-1t": 0.42518025636672974, "facebook/xglm-564M": 0.5510368347167969, "google-bert/bert-base-multilingual-cased": 0.5828851461410522, "google/byt5-small": 0....
{ "CohereLabs/aya-expanse-8b": 0.310343474149704, "Qwen/Qwen3-8B": 0.3263187110424042, "bigscience/bloom": 0.5148525238037109, "common-pile/comma-v0.1-1t": 0.355728417634964, "facebook/xglm-564M": 0.5510368347167969, "google-bert/bert-base-multilingual-cased": 0.5272229313850403, "google/byt5-small": 0.47...
{ "CohereLabs/aya-expanse-8b": 28, "Qwen/Qwen3-8B": 30, "bigscience/bloom": 19, "common-pile/comma-v0.1-1t": 45, "facebook/xglm-564M": 17, "google-bert/bert-base-multilingual-cased": 18, "google/byt5-small": 59, "google/gemma-2-2b": 19, "gpt2": 44, "meta-llama/Llama-3.2-1B": 20, "microsoft/Phi-3-m...
تعداد قارة هاي روي زمين
[ "٥ أست", "٦ أست", "٨ أست", "٧ أست" ]
3
D
test
Arabic Keyboard for Farsi
Noise
pes_Arab
304-1.8
304.0
1.8
{ "CohereLabs/aya-expanse-8b": 0.4297054708003998, "Qwen/Qwen3-8B": 0.5687499642372131, "bigscience/bloom": 0.5196680426597595, "common-pile/comma-v0.1-1t": 0.6440008282661438, "facebook/xglm-564M": 0.5500531196594238, "google-bert/bert-base-multilingual-cased": 0.40475669503211975, "google/byt5-small": 0...
{ "CohereLabs/aya-expanse-8b": 0.24180938303470612, "Qwen/Qwen3-8B": 0.40864235162734985, "bigscience/bloom": 0.24570004642009735, "common-pile/comma-v0.1-1t": 0.5319369435310364, "facebook/xglm-564M": 0.3446423411369324, "google-bert/bert-base-multilingual-cased": 0.19169862568378448, "google/byt5-small"...
{ "CohereLabs/aya-expanse-8b": 9, "Qwen/Qwen3-8B": 10, "bigscience/bloom": 8, "common-pile/comma-v0.1-1t": 23, "facebook/xglm-564M": 6, "google-bert/bert-base-multilingual-cased": 9, "google/byt5-small": 42, "google/gemma-2-2b": 8, "gpt2": 23, "meta-llama/Llama-3.2-1B": 9, "microsoft/Phi-3-mini-4k...
بايتخت إيران
[ "تهران أست", "مشهد أست", "باريس أست", "بغداد أست" ]
0
A
test
Arabic Keyboard for Farsi
Noise
pes_Arab
305-1.8
305.0
1.8
{ "CohereLabs/aya-expanse-8b": 0.4195382595062256, "Qwen/Qwen3-8B": 0.2986622750759125, "bigscience/bloom": 0.47325417399406433, "common-pile/comma-v0.1-1t": 0.6583521962165833, "facebook/xglm-564M": 0.08522913604974747, "google-bert/bert-base-multilingual-cased": 0.45597410202026367, "google/byt5-small":...
{ "CohereLabs/aya-expanse-8b": 0.4195382595062256, "Qwen/Qwen3-8B": 0.2986622750759125, "bigscience/bloom": 0.47325417399406433, "common-pile/comma-v0.1-1t": 0.5748830437660217, "facebook/xglm-564M": 0.08522913604974747, "google-bert/bert-base-multilingual-cased": 0.45597410202026367, "google/byt5-small":...
{ "CohereLabs/aya-expanse-8b": 4, "Qwen/Qwen3-8B": 5, "bigscience/bloom": 4, "common-pile/comma-v0.1-1t": 13, "facebook/xglm-564M": 4, "google-bert/bert-base-multilingual-cased": 4, "google/byt5-small": 23, "google/gemma-2-2b": 4, "gpt2": 13, "meta-llama/Llama-3.2-1B": 5, "microsoft/Phi-3-mini-4k-...
هر هفتة
[ "٥ روز است", "٦ روز است", "٨ روز است", "٧ روز است" ]
3
D
test
Arabic Keyboard for Farsi
Noise
pes_Arab
306-1.8
306.0
1.8
{ "CohereLabs/aya-expanse-8b": 0.5019424557685852, "Qwen/Qwen3-8B": 0.6150031089782715, "bigscience/bloom": 0.6007109880447388, "common-pile/comma-v0.1-1t": 0.9017932415008545, "facebook/xglm-564M": 0.5153264999389648, "google-bert/bert-base-multilingual-cased": 0.7693625092506409, "google/byt5-small": 0....
{ "CohereLabs/aya-expanse-8b": 0.14818955957889557, "Qwen/Qwen3-8B": 0.16760624945163727, "bigscience/bloom": 0.2148398607969284, "common-pile/comma-v0.1-1t": 0.13411955535411835, "facebook/xglm-564M": 0.11808662861585617, "google-bert/bert-base-multilingual-cased": 0.23413048684597015, "google/byt5-small...
{ "CohereLabs/aya-expanse-8b": 3, "Qwen/Qwen3-8B": 4, "bigscience/bloom": 4, "common-pile/comma-v0.1-1t": 7, "facebook/xglm-564M": 3, "google-bert/bert-base-multilingual-cased": 3, "google/byt5-small": 13, "google/gemma-2-2b": 3, "gpt2": 8, "meta-llama/Llama-3.2-1B": 3, "microsoft/Phi-3-mini-4k-in...
هر روز
[ "٢٠ ساعة أست", "٢٥ ساعة أست", "٢٤ ساعة أست", "٣٠ ساعة أست" ]
2
C
test
Arabic Keyboard for Farsi
Noise
pes_Arab
307-1.8
307.0
1.8
{ "CohereLabs/aya-expanse-8b": 1.0000003576278687, "Qwen/Qwen3-8B": 1.0000003576278687, "bigscience/bloom": 1.0000004768371582, "common-pile/comma-v0.1-1t": 1, "facebook/xglm-564M": 1.0000003576278687, "google-bert/bert-base-multilingual-cased": 1.000000238418579, "google/byt5-small": 0.9999998211860657, ...
{ "CohereLabs/aya-expanse-8b": 1.000000238418579, "Qwen/Qwen3-8B": 1.0000004768371582, "bigscience/bloom": 1.000000238418579, "common-pile/comma-v0.1-1t": 1.0000003576278687, "facebook/xglm-564M": 1.000000238418579, "google-bert/bert-base-multilingual-cased": 1.0000004768371582, "google/byt5-small": 1.000...
{ "CohereLabs/aya-expanse-8b": 2, "Qwen/Qwen3-8B": 3, "bigscience/bloom": 2, "common-pile/comma-v0.1-1t": 7, "facebook/xglm-564M": 2, "google-bert/bert-base-multilingual-cased": 2, "google/byt5-small": 11, "google/gemma-2-2b": 2, "gpt2": 7, "meta-llama/Llama-3.2-1B": 2, "microsoft/Phi-3-mini-4k-in...
تعداد باهاي يك كاو
[ "٨ أست", "٣ أست", "٥ أست", "٤ أست" ]
3
D
test
Arabic Keyboard for Farsi
Noise
pes_Arab
308-1.8
308.0
1.8
{ "CohereLabs/aya-expanse-8b": 0.35432589054107666, "Qwen/Qwen3-8B": 0.3294462561607361, "bigscience/bloom": 0.4050463140010834, "common-pile/comma-v0.1-1t": 0.579163670539856, "facebook/xglm-564M": 0.4457361400127411, "google-bert/bert-base-multilingual-cased": 0.27901947498321533, "google/byt5-small": 0...
{ "CohereLabs/aya-expanse-8b": 0.280496746301651, "Qwen/Qwen3-8B": 0.19552505016326904, "bigscience/bloom": 0.20773714780807495, "common-pile/comma-v0.1-1t": 0.515955924987793, "facebook/xglm-564M": 0.3253135085105896, "google-bert/bert-base-multilingual-cased": 0.1899111270904541, "google/byt5-small": 0....
{ "CohereLabs/aya-expanse-8b": 7, "Qwen/Qwen3-8B": 9, "bigscience/bloom": 7, "common-pile/comma-v0.1-1t": 18, "facebook/xglm-564M": 6, "google-bert/bert-base-multilingual-cased": 8, "google/byt5-small": 33, "google/gemma-2-2b": 6, "gpt2": 19, "meta-llama/Llama-3.2-1B": 7, "microsoft/Phi-3-mini-4k-...
تعداد دقیقة هاي دو ساعة
[ "۱۲۰ أست", "۱۰۰ أست", "۱۴۰ أست", "۹۰ أست" ]
0
A
test
Arabic Keyboard for Farsi
Noise
pes_Arab
309-1.8
309.0
1.8
{ "CohereLabs/aya-expanse-8b": 0.4724983274936676, "Qwen/Qwen3-8B": 0.8054311871528625, "bigscience/bloom": 0.7724266648292542, "common-pile/comma-v0.1-1t": 0.8939545154571533, "facebook/xglm-564M": 0.5521372556686401, "google-bert/bert-base-multilingual-cased": 0.7002934813499451, "google/byt5-small": 0....
{ "CohereLabs/aya-expanse-8b": 0.3727051913738251, "Qwen/Qwen3-8B": 0.6241339445114136, "bigscience/bloom": 0.4998783469200134, "common-pile/comma-v0.1-1t": 0.7263066172599792, "facebook/xglm-564M": 0.4186660647392273, "google-bert/bert-base-multilingual-cased": 0.4249938428401947, "google/byt5-small": 0....
{ "CohereLabs/aya-expanse-8b": 8, "Qwen/Qwen3-8B": 10, "bigscience/bloom": 8, "common-pile/comma-v0.1-1t": 23, "facebook/xglm-564M": 6, "google-bert/bert-base-multilingual-cased": 8, "google/byt5-small": 42, "google/gemma-2-2b": 6, "gpt2": 26, "meta-llama/Llama-3.2-1B": 8, "microsoft/Phi-3-mini-4k...
تعداد ماه هاي يك سال
[ "١٠ أست", "١١ أست", "١٣ أست", "١٢ أست" ]
3
D
test
Arabic Keyboard for Farsi
Noise
pes_Arab
310-1.8
310.0
1.8
{ "CohereLabs/aya-expanse-8b": 0.6726462841033936, "Qwen/Qwen3-8B": 0.731375515460968, "bigscience/bloom": 0.7253983020782471, "common-pile/comma-v0.1-1t": 0.7916855812072754, "facebook/xglm-564M": 0.7826463580131531, "google-bert/bert-base-multilingual-cased": 0.6139504909515381, "google/byt5-small": 0.8...
{ "CohereLabs/aya-expanse-8b": 0.4853347837924957, "Qwen/Qwen3-8B": 0.4827396869659424, "bigscience/bloom": 0.46106845140457153, "common-pile/comma-v0.1-1t": 0.574171781539917, "facebook/xglm-564M": 0.3709234297275543, "google-bert/bert-base-multilingual-cased": 0.17955857515335083, "google/byt5-small": 0...
{ "CohereLabs/aya-expanse-8b": 6, "Qwen/Qwen3-8B": 10, "bigscience/bloom": 6, "common-pile/comma-v0.1-1t": 18, "facebook/xglm-564M": 5, "google-bert/bert-base-multilingual-cased": 7, "google/byt5-small": 36, "google/gemma-2-2b": 5, "gpt2": 19, "meta-llama/Llama-3.2-1B": 6, "microsoft/Phi-3-mini-4k...
تعداد ثانية هاي يك دقيقة
[ "٥٠ أست", "١٠٠ أست", "٦٠ أست", "٣٠ أست" ]
2
C
test
Arabic Keyboard for Farsi
Noise
pes_Arab
311-1.8
311.0
1.8
{ "CohereLabs/aya-expanse-8b": 0.4364604651927948, "Qwen/Qwen3-8B": 0.476997047662735, "bigscience/bloom": 0.4461859166622162, "common-pile/comma-v0.1-1t": 0.582367479801178, "facebook/xglm-564M": 0.3738250136375427, "google-bert/bert-base-multilingual-cased": 0.24781076610088348, "google/byt5-small": 0.7...
{ "CohereLabs/aya-expanse-8b": 0.19487318396568298, "Qwen/Qwen3-8B": 0.3056260049343109, "bigscience/bloom": 0.16148054599761963, "common-pile/comma-v0.1-1t": 0.483744740486145, "facebook/xglm-564M": 0.19985397160053253, "google-bert/bert-base-multilingual-cased": 0.16500499844551086, "google/byt5-small":...
{ "CohereLabs/aya-expanse-8b": 8, "Qwen/Qwen3-8B": 9, "bigscience/bloom": 6, "common-pile/comma-v0.1-1t": 24, "facebook/xglm-564M": 6, "google-bert/bert-base-multilingual-cased": 8, "google/byt5-small": 44, "google/gemma-2-2b": 6, "gpt2": 27, "meta-llama/Llama-3.2-1B": 8, "microsoft/Phi-3-mini-4k-...
تعداد ضلع هاي شش ضلعي
[ "٥ أست", "٧ أست", "٨ أست", "٦ أست" ]
3
D
test
Arabic Keyboard for Farsi
Noise
pes_Arab
312-1.8
312.0
1.8
{ "CohereLabs/aya-expanse-8b": 0.8373919725418091, "Qwen/Qwen3-8B": 0.8408847451210022, "bigscience/bloom": 0.696864902973175, "common-pile/comma-v0.1-1t": 0.9266782999038696, "facebook/xglm-564M": 0.8367428183555603, "google-bert/bert-base-multilingual-cased": 0.7170124053955078, "google/byt5-small": 0.9...
{ "CohereLabs/aya-expanse-8b": 0.6589810848236084, "Qwen/Qwen3-8B": 0.6232472062110901, "bigscience/bloom": 0.5244991779327393, "common-pile/comma-v0.1-1t": 0.8122348785400391, "facebook/xglm-564M": 0.6890903115272522, "google-bert/bert-base-multilingual-cased": 0.541522741317749, "google/byt5-small": 0.7...
{ "CohereLabs/aya-expanse-8b": 9, "Qwen/Qwen3-8B": 11, "bigscience/bloom": 9, "common-pile/comma-v0.1-1t": 22, "facebook/xglm-564M": 6, "google-bert/bert-base-multilingual-cased": 7, "google/byt5-small": 38, "google/gemma-2-2b": 9, "gpt2": 22, "meta-llama/Llama-3.2-1B": 10, "microsoft/Phi-3-mini-4...
تعداد ضلع هاي مثلث
[ "٢ أست", "٤ أست", "٥ أست", "٣ أست" ]
3
D
test
Arabic Keyboard for Farsi
Noise
pes_Arab
313-1.8
313.0
1.8
{ "CohereLabs/aya-expanse-8b": 0.8031985759735107, "Qwen/Qwen3-8B": 0.892128586769104, "bigscience/bloom": 0.8004581928253174, "common-pile/comma-v0.1-1t": 0.9617600440979004, "facebook/xglm-564M": 0.8935205936431885, "google-bert/bert-base-multilingual-cased": 0.7868289351463318, "google/byt5-small": 0.9...
{ "CohereLabs/aya-expanse-8b": 0.6425295472145081, "Qwen/Qwen3-8B": 0.7150777578353882, "bigscience/bloom": 0.6388775706291199, "common-pile/comma-v0.1-1t": 0.9129570126533508, "facebook/xglm-564M": 0.43594038486480713, "google-bert/bert-base-multilingual-cased": 0.2509075701236725, "google/byt5-small": 0...
{ "CohereLabs/aya-expanse-8b": 7, "Qwen/Qwen3-8B": 8, "bigscience/bloom": 6, "common-pile/comma-v0.1-1t": 19, "facebook/xglm-564M": 5, "google-bert/bert-base-multilingual-cased": 6, "google/byt5-small": 33, "google/gemma-2-2b": 6, "gpt2": 19, "meta-llama/Llama-3.2-1B": 7, "microsoft/Phi-3-mini-4k-...
در جملة «من در أپل كار مي‌كنم»، «‌أپل» يك
[ "شخص أست", "شيء أست", "شركة أست", "شهر أست" ]
2
C
test
Arabic Keyboard for Farsi
Noise
pes_Arab
314-1.8
314.0
1.8
{ "CohereLabs/aya-expanse-8b": 0.7444838881492615, "Qwen/Qwen3-8B": 0.7903836965560913, "bigscience/bloom": 0.608316957950592, "common-pile/comma-v0.1-1t": 0.7971224188804626, "facebook/xglm-564M": 0.6866948008537292, "google-bert/bert-base-multilingual-cased": 0.6988698840141296, "google/byt5-small": 0.9...
{ "CohereLabs/aya-expanse-8b": 0.7253504991531372, "Qwen/Qwen3-8B": 0.7649711966514587, "bigscience/bloom": 0.5836070775985718, "common-pile/comma-v0.1-1t": 0.7560521364212036, "facebook/xglm-564M": 0.6485126614570618, "google-bert/bert-base-multilingual-cased": 0.6731242537498474, "google/byt5-small": 0....
{ "CohereLabs/aya-expanse-8b": 20, "Qwen/Qwen3-8B": 27, "bigscience/bloom": 19, "common-pile/comma-v0.1-1t": 44, "facebook/xglm-564M": 18, "google-bert/bert-base-multilingual-cased": 23, "google/byt5-small": 76, "google/gemma-2-2b": 19, "gpt2": 46, "meta-llama/Llama-3.2-1B": 22, "microsoft/Phi-3-m...
در جمله «من در إيران خودرو كار مي‌كنم»، «ايران خودرو» يك
[ "شركة أست", "كشور أست", "شيء أست", "شهر أست" ]
0
A
test
Arabic Keyboard for Farsi
Noise
pes_Arab
315-1.8
315.0
1.8
{ "CohereLabs/aya-expanse-8b": 0.8182266354560852, "Qwen/Qwen3-8B": 0.7764163613319397, "bigscience/bloom": 0.8251627087593079, "common-pile/comma-v0.1-1t": 0.8173076510429382, "facebook/xglm-564M": 0.7995699048042297, "google-bert/bert-base-multilingual-cased": 0.7754855155944824, "google/byt5-small": 0....
{ "CohereLabs/aya-expanse-8b": 0.7135340571403503, "Qwen/Qwen3-8B": 0.6934115290641785, "bigscience/bloom": 0.7699562907218933, "common-pile/comma-v0.1-1t": 0.7553732395172119, "facebook/xglm-564M": 0.6746662855148315, "google-bert/bert-base-multilingual-cased": 0.6644923686981201, "google/byt5-small": 0....
{ "CohereLabs/aya-expanse-8b": 19, "Qwen/Qwen3-8B": 30, "bigscience/bloom": 22, "common-pile/comma-v0.1-1t": 55, "facebook/xglm-564M": 18, "google-bert/bert-base-multilingual-cased": 23, "google/byt5-small": 103, "google/gemma-2-2b": 18, "gpt2": 57, "meta-llama/Llama-3.2-1B": 20, "microsoft/Phi-3-...
در جملة «مایکرؤسافت به‌روزرساني جديدي منتشر كرد»، «مایکرؤسافت» يك
[ "شركة أست", "شخص أست", "صفة أست", "تاريخ أست" ]
0
A
test
Arabic Keyboard for Farsi
Noise
pes_Arab
316-1.8
316.0
1.8
{ "CohereLabs/aya-expanse-8b": 0.8188329339027405, "Qwen/Qwen3-8B": 0.8112851977348328, "bigscience/bloom": 0.7771931886672974, "common-pile/comma-v0.1-1t": 0.8627437353134155, "facebook/xglm-564M": 0.5784339308738708, "google-bert/bert-base-multilingual-cased": 0.6571676135063171, "google/byt5-small": 0....
{ "CohereLabs/aya-expanse-8b": 0.8141353726387024, "Qwen/Qwen3-8B": 0.7932175993919373, "bigscience/bloom": 0.7683489322662354, "common-pile/comma-v0.1-1t": 0.8429756164550781, "facebook/xglm-564M": 0.5649890899658203, "google-bert/bert-base-multilingual-cased": 0.6503663063049316, "google/byt5-small": 0....
{ "CohereLabs/aya-expanse-8b": 27, "Qwen/Qwen3-8B": 36, "bigscience/bloom": 27, "common-pile/comma-v0.1-1t": 70, "facebook/xglm-564M": 24, "google-bert/bert-base-multilingual-cased": 32, "google/byt5-small": 123, "google/gemma-2-2b": 28, "gpt2": 75, "meta-llama/Llama-3.2-1B": 30, "microsoft/Phi-3-...
در جملة «كربة روي فرش نشست»، فاعل
[ "نشست أست", "فرش أست", "كربة أست", "روي أست" ]
2
C
test
Arabic Keyboard for Farsi
Noise
pes_Arab
317-1.8
317.0
1.8
{ "CohereLabs/aya-expanse-8b": 0.793464720249176, "Qwen/Qwen3-8B": 0.8038818836212158, "bigscience/bloom": 0.686839759349823, "common-pile/comma-v0.1-1t": 0.9006166458129883, "facebook/xglm-564M": 0.6938478350639343, "google-bert/bert-base-multilingual-cased": 0.784166157245636, "google/byt5-small": 0.958...
{ "CohereLabs/aya-expanse-8b": 0.7762658596038818, "Qwen/Qwen3-8B": 0.7761008739471436, "bigscience/bloom": 0.658109188079834, "common-pile/comma-v0.1-1t": 0.8798304796218872, "facebook/xglm-564M": 0.3721729815006256, "google-bert/bert-base-multilingual-cased": 0.27354198694229126, "google/byt5-small": 0....
{ "CohereLabs/aya-expanse-8b": 16, "Qwen/Qwen3-8B": 20, "bigscience/bloom": 11, "common-pile/comma-v0.1-1t": 35, "facebook/xglm-564M": 12, "google-bert/bert-base-multilingual-cased": 19, "google/byt5-small": 60, "google/gemma-2-2b": 14, "gpt2": 36, "meta-llama/Llama-3.2-1B": 17, "microsoft/Phi-3-m...
كازي كه انسان‌ها براي زندة ماندن نياز دارند
[ "متان أست", "اكسيزن أست", "هليوم أست", "هيدرؤزن أست" ]
1
B
test
Arabic Keyboard for Farsi
Noise
pes_Arab
322-1.8
322.0
1.8
{ "CohereLabs/aya-expanse-8b": 0.520940363407135, "Qwen/Qwen3-8B": 0.7261737585067749, "bigscience/bloom": 0.7194511890411377, "common-pile/comma-v0.1-1t": 0.8738936185836792, "facebook/xglm-564M": 0.5934418439865112, "google-bert/bert-base-multilingual-cased": 0.44728580117225647, "google/byt5-small": 0....
{ "CohereLabs/aya-expanse-8b": 0.4791787564754486, "Qwen/Qwen3-8B": 0.6752890348434448, "bigscience/bloom": 0.6089200377464294, "common-pile/comma-v0.1-1t": 0.8303811550140381, "facebook/xglm-564M": 0.5467455387115479, "google-bert/bert-base-multilingual-cased": 0.40493080019950867, "google/byt5-small": 0...
{ "CohereLabs/aya-expanse-8b": 16, "Qwen/Qwen3-8B": 24, "bigscience/bloom": 16, "common-pile/comma-v0.1-1t": 43, "facebook/xglm-564M": 12, "google-bert/bert-base-multilingual-cased": 17, "google/byt5-small": 80, "google/gemma-2-2b": 14, "gpt2": 44, "meta-llama/Llama-3.2-1B": 13, "microsoft/Phi-3-m...
حآصل ١٠ درصد ١٠٠
[ "١٠ أست", "٥ أست", "١٥ أست", "٢٠ أست" ]
0
A
test
Arabic Keyboard for Farsi
Noise
pes_Arab
323-1.8
323.0
1.8
{ "CohereLabs/aya-expanse-8b": 0.33683398365974426, "Qwen/Qwen3-8B": 0.3791761100292206, "bigscience/bloom": 0.4926823079586029, "common-pile/comma-v0.1-1t": 0.3855161666870117, "facebook/xglm-564M": 0.37076568603515625, "google-bert/bert-base-multilingual-cased": 0.29099157452583313, "google/byt5-small":...
{ "CohereLabs/aya-expanse-8b": 0.31156766414642334, "Qwen/Qwen3-8B": 0.3791761100292206, "bigscience/bloom": 0.4580974876880646, "common-pile/comma-v0.1-1t": 0.37847939133644104, "facebook/xglm-564M": 0.37076568603515625, "google-bert/bert-base-multilingual-cased": 0.29099157452583313, "google/byt5-small"...
{ "CohereLabs/aya-expanse-8b": 16, "Qwen/Qwen3-8B": 17, "bigscience/bloom": 9, "common-pile/comma-v0.1-1t": 24, "facebook/xglm-564M": 8, "google-bert/bert-base-multilingual-cased": 9, "google/byt5-small": 29, "google/gemma-2-2b": 9, "gpt2": 23, "meta-llama/Llama-3.2-1B": 11, "microsoft/Phi-3-mini-...
حآصل ٢٥ درصد ٨٠
[ "١٥ أست", "٢٥ أست", "٣٠ أست", "٢٠ أست" ]
3
D
test
Arabic Keyboard for Farsi
Noise
pes_Arab
324-1.8
324.0
1.8
{ "CohereLabs/aya-expanse-8b": 0.446169376373291, "Qwen/Qwen3-8B": 0.42989882826805115, "bigscience/bloom": 0.5217299461364746, "common-pile/comma-v0.1-1t": 0.4458842873573303, "facebook/xglm-564M": 0.4071084260940552, "google-bert/bert-base-multilingual-cased": 0.3296978771686554, "google/byt5-small": 0....
{ "CohereLabs/aya-expanse-8b": 0.4109513759613037, "Qwen/Qwen3-8B": 0.42989882826805115, "bigscience/bloom": 0.47027266025543213, "common-pile/comma-v0.1-1t": 0.43266966938972473, "facebook/xglm-564M": 0.4071084260940552, "google-bert/bert-base-multilingual-cased": 0.3296978771686554, "google/byt5-small":...
{ "CohereLabs/aya-expanse-8b": 14, "Qwen/Qwen3-8B": 15, "bigscience/bloom": 9, "common-pile/comma-v0.1-1t": 22, "facebook/xglm-564M": 9, "google-bert/bert-base-multilingual-cased": 7, "google/byt5-small": 27, "google/gemma-2-2b": 9, "gpt2": 21, "meta-llama/Llama-3.2-1B": 10, "microsoft/Phi-3-mini-...
بايتخت ‌إنگلستان
[ "رم أست", "باریس أست", "مونیخ أست", "لندن أست" ]
3
D
test
Arabic Keyboard for Farsi
Noise
pes_Arab
326-1.8
326.0
1.8
{ "CohereLabs/aya-expanse-8b": 0.3014611005783081, "Qwen/Qwen3-8B": 0.6009497046470642, "bigscience/bloom": 0.5850111246109009, "common-pile/comma-v0.1-1t": 0.8348491191864014, "facebook/xglm-564M": 0.10757855325937271, "google-bert/bert-base-multilingual-cased": 0.3653910458087921, "google/byt5-small": 0...
{ "CohereLabs/aya-expanse-8b": 0.3014611005783081, "Qwen/Qwen3-8B": 0.35545361042022705, "bigscience/bloom": 0.44809889793395996, "common-pile/comma-v0.1-1t": 0.663097083568573, "facebook/xglm-564M": 0.10757855325937271, "google-bert/bert-base-multilingual-cased": 0.3653910458087921, "google/byt5-small": ...
{ "CohereLabs/aya-expanse-8b": 8, "Qwen/Qwen3-8B": 9, "bigscience/bloom": 7, "common-pile/comma-v0.1-1t": 19, "facebook/xglm-564M": 5, "google-bert/bert-base-multilingual-cased": 6, "google/byt5-small": 32, "google/gemma-2-2b": 8, "gpt2": 19, "meta-llama/Llama-3.2-1B": 8, "microsoft/Phi-3-mini-4k-...
بايتخت فرانسة
[ "لندن أست", "برلين أست", "رم أست", "باريس أست" ]
3
D
test
Arabic Keyboard for Farsi
Noise
pes_Arab
327-1.8
327.0
1.8
{ "CohereLabs/aya-expanse-8b": 0.3615090548992157, "Qwen/Qwen3-8B": 0.6414763331413269, "bigscience/bloom": 0.353215754032135, "common-pile/comma-v0.1-1t": 0.7839598655700684, "facebook/xglm-564M": 0.09342362731695175, "google-bert/bert-base-multilingual-cased": 0.4158725142478943, "google/byt5-small": 0....
{ "CohereLabs/aya-expanse-8b": 0.3615090548992157, "Qwen/Qwen3-8B": 0.6414763331413269, "bigscience/bloom": 0.353215754032135, "common-pile/comma-v0.1-1t": 0.7839598655700684, "facebook/xglm-564M": 0.09342362731695175, "google-bert/bert-base-multilingual-cased": 0.4158725142478943, "google/byt5-small": 0....
{ "CohereLabs/aya-expanse-8b": 5, "Qwen/Qwen3-8B": 6, "bigscience/bloom": 6, "common-pile/comma-v0.1-1t": 14, "facebook/xglm-564M": 5, "google-bert/bert-base-multilingual-cased": 5, "google/byt5-small": 25, "google/gemma-2-2b": 5, "gpt2": 14, "meta-llama/Llama-3.2-1B": 5, "microsoft/Phi-3-mini-4k-...
بايتخت زابن
[ "كيوتؤ است", "تؤكيو است", "اوزاكا است", "هيرؤشيما است" ]
1
B
test
Arabic Keyboard for Farsi
Noise
pes_Arab
328-1.8
328.0
1.8
{ "CohereLabs/aya-expanse-8b": 0.3854385018348694, "Qwen/Qwen3-8B": 0.36436957120895386, "bigscience/bloom": 0.30315065383911133, "common-pile/comma-v0.1-1t": 0.47771313786506653, "facebook/xglm-564M": 0.07259400188922882, "google-bert/bert-base-multilingual-cased": 0.3858675956726074, "google/byt5-small"...
{ "CohereLabs/aya-expanse-8b": 0.3854385018348694, "Qwen/Qwen3-8B": 0.272737056016922, "bigscience/bloom": 0.30315065383911133, "common-pile/comma-v0.1-1t": 0.4762258529663086, "facebook/xglm-564M": 0.07259400188922882, "google-bert/bert-base-multilingual-cased": 0.3858675956726074, "google/byt5-small": 0...
{ "CohereLabs/aya-expanse-8b": 5, "Qwen/Qwen3-8B": 6, "bigscience/bloom": 5, "common-pile/comma-v0.1-1t": 12, "facebook/xglm-564M": 5, "google-bert/bert-base-multilingual-cased": 6, "google/byt5-small": 21, "google/gemma-2-2b": 5, "gpt2": 12, "meta-llama/Llama-3.2-1B": 6, "microsoft/Phi-3-mini-4k-...
بايتخت تركية
[ "آنكارا است", "تهرآن است", "‌‌إزمير است", "بؤرسا است" ]
0
A
test
Arabic Keyboard for Farsi
Noise
pes_Arab
329-1.8
329.0
1.8
{ "CohereLabs/aya-expanse-8b": 0.38611793518066406, "Qwen/Qwen3-8B": 0.2949393093585968, "bigscience/bloom": 0.41932031512260437, "common-pile/comma-v0.1-1t": 0.5862061977386475, "facebook/xglm-564M": 0.026707183569669724, "google-bert/bert-base-multilingual-cased": 0.41157376766204834, "google/byt5-small...
{ "CohereLabs/aya-expanse-8b": 0.38611793518066406, "Qwen/Qwen3-8B": 0.2949393093585968, "bigscience/bloom": 0.41932031512260437, "common-pile/comma-v0.1-1t": 0.5862061977386475, "facebook/xglm-564M": 0.026707183569669724, "google-bert/bert-base-multilingual-cased": 0.41157376766204834, "google/byt5-small...
{ "CohereLabs/aya-expanse-8b": 5, "Qwen/Qwen3-8B": 5, "bigscience/bloom": 5, "common-pile/comma-v0.1-1t": 13, "facebook/xglm-564M": 5, "google-bert/bert-base-multilingual-cased": 5, "google/byt5-small": 23, "google/gemma-2-2b": 5, "gpt2": 14, "meta-llama/Llama-3.2-1B": 5, "microsoft/Phi-3-mini-4k-...
فرمؤل شيميايي آب
[ "CO2 أست", "H2O أست", "NaCl أست", "O2 أست" ]
1
B
test
Arabic Keyboard for Farsi
Noise
pes_Arab
330-1.8
330.0
1.8
{ "CohereLabs/aya-expanse-8b": 0.35282501578330994, "Qwen/Qwen3-8B": 0.5707803964614868, "bigscience/bloom": 0.5778863430023193, "common-pile/comma-v0.1-1t": 0.5395941138267517, "facebook/xglm-564M": 0.5777026414871216, "google-bert/bert-base-multilingual-cased": 0.4338226318359375, "google/byt5-small": 0...
{ "CohereLabs/aya-expanse-8b": 0.031122606247663498, "Qwen/Qwen3-8B": 0.41140416264533997, "bigscience/bloom": 0.4391555190086365, "common-pile/comma-v0.1-1t": 0.3569786548614502, "facebook/xglm-564M": 0.21678659319877625, "google-bert/bert-base-multilingual-cased": 0.05401046201586723, "google/byt5-small...
{ "CohereLabs/aya-expanse-8b": 9, "Qwen/Qwen3-8B": 10, "bigscience/bloom": 8, "common-pile/comma-v0.1-1t": 17, "facebook/xglm-564M": 6, "google-bert/bert-base-multilingual-cased": 10, "google/byt5-small": 30, "google/gemma-2-2b": 8, "gpt2": 18, "meta-llama/Llama-3.2-1B": 8, "microsoft/Phi-3-mini-4...
قصد این جملة «مغازة ساعت جند تعطیل مي شود؟»
[ "خريد كردن است", "ؤقت ملاقات كرفتن است", "سؤال برسیدن است", "ثبت شكايت است" ]
2
C
test
Arabic Keyboard for Farsi
Noise
pes_Arab
331-1.8
331.0
1.8
{ "CohereLabs/aya-expanse-8b": 0.7085708379745483, "Qwen/Qwen3-8B": 0.8308690786361694, "bigscience/bloom": 0.849034309387207, "common-pile/comma-v0.1-1t": 0.8875729441642761, "facebook/xglm-564M": 0.733646035194397, "google-bert/bert-base-multilingual-cased": 0.7768745422363281, "google/byt5-small": 0.95...
{ "CohereLabs/aya-expanse-8b": 0.5208871960639954, "Qwen/Qwen3-8B": 0.7278866171836853, "bigscience/bloom": 0.687925398349762, "common-pile/comma-v0.1-1t": 0.7877229452133179, "facebook/xglm-564M": 0.5907641649246216, "google-bert/bert-base-multilingual-cased": 0.6721996665000916, "google/byt5-small": 0.9...
{ "CohereLabs/aya-expanse-8b": 20, "Qwen/Qwen3-8B": 25, "bigscience/bloom": 18, "common-pile/comma-v0.1-1t": 46, "facebook/xglm-564M": 16, "google-bert/bert-base-multilingual-cased": 22, "google/byt5-small": 79, "google/gemma-2-2b": 19, "gpt2": 49, "meta-llama/Llama-3.2-1B": 20, "microsoft/Phi-3-m...
بزركترين بستاندار جهان
[ "نهنگ آبي أست", "شیر أست", "ببر أست", "خرس أست" ]
0
A
test
Arabic Keyboard for Farsi
Noise
pes_Arab
332-1.8
332.0
1.8
{ "CohereLabs/aya-expanse-8b": 0.736953616142273, "Qwen/Qwen3-8B": 0.6341540217399597, "bigscience/bloom": 0.6172107458114624, "common-pile/comma-v0.1-1t": 0.8417136669158936, "facebook/xglm-564M": 0.6534975171089172, "google-bert/bert-base-multilingual-cased": 0.3668501079082489, "google/byt5-small": 0.9...
{ "CohereLabs/aya-expanse-8b": 0.2849736213684082, "Qwen/Qwen3-8B": 0.09090299904346466, "bigscience/bloom": 0.16347645223140717, "common-pile/comma-v0.1-1t": 0.3585289418697357, "facebook/xglm-564M": 0.19435618817806244, "google-bert/bert-base-multilingual-cased": 0.0788620114326477, "google/byt5-small":...
{ "CohereLabs/aya-expanse-8b": 9, "Qwen/Qwen3-8B": 11, "bigscience/bloom": 9, "common-pile/comma-v0.1-1t": 23, "facebook/xglm-564M": 7, "google-bert/bert-base-multilingual-cased": 9, "google/byt5-small": 42, "google/gemma-2-2b": 9, "gpt2": 24, "meta-llama/Llama-3.2-1B": 9, "microsoft/Phi-3-mini-4k...
واحد أندازة كيري دما در سيستم بين‌المللي
[ "سلسیوس أست", "متر أست", "رانكين أست", "كلوين أست" ]
3
D
test
Arabic Keyboard for Farsi
Noise
pes_Arab
333-1.8
333.0
1.8
{ "CohereLabs/aya-expanse-8b": 0.6080777645111084, "Qwen/Qwen3-8B": 0.6205298900604248, "bigscience/bloom": 0.6486294865608215, "common-pile/comma-v0.1-1t": 0.6734275817871094, "facebook/xglm-564M": 0.5338000655174255, "google-bert/bert-base-multilingual-cased": 0.3723618984222412, "google/byt5-small": 0....
{ "CohereLabs/aya-expanse-8b": 0.5135582685470581, "Qwen/Qwen3-8B": 0.5740920305252075, "bigscience/bloom": 0.6292389035224915, "common-pile/comma-v0.1-1t": 0.6576342582702637, "facebook/xglm-564M": 0.44571390748023987, "google-bert/bert-base-multilingual-cased": 0.2973064184188843, "google/byt5-small": 0...
{ "CohereLabs/aya-expanse-8b": 16, "Qwen/Qwen3-8B": 18, "bigscience/bloom": 14, "common-pile/comma-v0.1-1t": 40, "facebook/xglm-564M": 11, "google-bert/bert-base-multilingual-cased": 16, "google/byt5-small": 75, "google/gemma-2-2b": 17, "gpt2": 40, "meta-llama/Llama-3.2-1B": 17, "microsoft/Phi-3-m...
نآسآ آزانس فضايي
[ "روسية أست", "آمريكا أست", "جین أست", "زابن أست" ]
1
B
test
Arabic Keyboard for Farsi
Noise
pes_Arab
334-1.8
334.0
1.8
{ "CohereLabs/aya-expanse-8b": 0.5066731572151184, "Qwen/Qwen3-8B": 0.47736600041389465, "bigscience/bloom": 0.6291733980178833, "common-pile/comma-v0.1-1t": 0.6831310987472534, "facebook/xglm-564M": 0.17413963377475739, "google-bert/bert-base-multilingual-cased": 0.4535764753818512, "google/byt5-small": ...
{ "CohereLabs/aya-expanse-8b": 0.4148640036582947, "Qwen/Qwen3-8B": 0.47736600041389465, "bigscience/bloom": 0.5674934983253479, "common-pile/comma-v0.1-1t": 0.6672454476356506, "facebook/xglm-564M": 0.17413963377475739, "google-bert/bert-base-multilingual-cased": 0.39321133494377136, "google/byt5-small":...
{ "CohereLabs/aya-expanse-8b": 9, "Qwen/Qwen3-8B": 11, "bigscience/bloom": 8, "common-pile/comma-v0.1-1t": 20, "facebook/xglm-564M": 8, "google-bert/bert-base-multilingual-cased": 11, "google/byt5-small": 30, "google/gemma-2-2b": 9, "gpt2": 20, "meta-llama/Llama-3.2-1B": 9, "microsoft/Phi-3-mini-4...
در برزيل به زبان
[ "اسبانيايي صحبت مي شود", "فرانسوي صحبت مي شود", "برتغالي صحبت مي شود", "ايتاليايي صحبت مي شود" ]
2
C
test
Arabic Keyboard for Farsi
Noise
pes_Arab
335-1.8
335.0
1.8
{ "CohereLabs/aya-expanse-8b": 0.8057966232299805, "Qwen/Qwen3-8B": 0.89760822057724, "bigscience/bloom": 0.8208761215209961, "common-pile/comma-v0.1-1t": 0.9658657312393188, "facebook/xglm-564M": 0.9418757557868958, "google-bert/bert-base-multilingual-cased": 0.9406302571296692, "google/byt5-small": 0.97...
{ "CohereLabs/aya-expanse-8b": 0.2897205948829651, "Qwen/Qwen3-8B": 0.35931068658828735, "bigscience/bloom": 0.1871362179517746, "common-pile/comma-v0.1-1t": 0.31478801369667053, "facebook/xglm-564M": 0.5970470309257507, "google-bert/bert-base-multilingual-cased": 0.5956370830535889, "google/byt5-small": ...
{ "CohereLabs/aya-expanse-8b": 5, "Qwen/Qwen3-8B": 7, "bigscience/bloom": 5, "common-pile/comma-v0.1-1t": 17, "facebook/xglm-564M": 5, "google-bert/bert-base-multilingual-cased": 6, "google/byt5-small": 29, "google/gemma-2-2b": 5, "gpt2": 17, "meta-llama/Llama-3.2-1B": 6, "microsoft/Phi-3-mini-4k-...
نماد شيميايي 'Fe' نماد فلز
[ "سرب أست", "زينك أست", "آهن أست", "طلا أست" ]
2
C
test
Arabic Keyboard for Farsi
Noise
pes_Arab
336-1.8
336.0
1.8
{ "CohereLabs/aya-expanse-8b": 0.713946521282196, "Qwen/Qwen3-8B": 0.8106226325035095, "bigscience/bloom": 0.8706327676773071, "common-pile/comma-v0.1-1t": 0.770218551158905, "facebook/xglm-564M": 0.9220137596130371, "google-bert/bert-base-multilingual-cased": 0.7992826104164124, "google/byt5-small": 0.81...
{ "CohereLabs/aya-expanse-8b": 0.03332299739122391, "Qwen/Qwen3-8B": 0.42285022139549255, "bigscience/bloom": 0.4277041554450989, "common-pile/comma-v0.1-1t": 0.3737589120864868, "facebook/xglm-564M": 0.23149660229682922, "google-bert/bert-base-multilingual-cased": 0.03773254156112671, "google/byt5-small"...
{ "CohereLabs/aya-expanse-8b": 13, "Qwen/Qwen3-8B": 16, "bigscience/bloom": 13, "common-pile/comma-v0.1-1t": 25, "facebook/xglm-564M": 11, "google-bert/bert-base-multilingual-cased": 14, "google/byt5-small": 44, "google/gemma-2-2b": 13, "gpt2": 25, "meta-llama/Llama-3.2-1B": 12, "microsoft/Phi-3-m...
عضوي كه در بدن إنسان خون را بمب مي‌كند
[ "كبد أست", "قلب أست", "شش أست", "كلية أست" ]
1
B
test
Arabic Keyboard for Farsi
Noise
pes_Arab
337-1.8
337.0
1.8
{ "CohereLabs/aya-expanse-8b": 0.4743887484073639, "Qwen/Qwen3-8B": 0.6403959393501282, "bigscience/bloom": 0.555949330329895, "common-pile/comma-v0.1-1t": 0.722271740436554, "facebook/xglm-564M": 0.6651716232299805, "google-bert/bert-base-multilingual-cased": 0.5050615668296814, "google/byt5-small": 0.92...
{ "CohereLabs/aya-expanse-8b": 0.4465806484222412, "Qwen/Qwen3-8B": 0.6403959393501282, "bigscience/bloom": 0.5399971008300781, "common-pile/comma-v0.1-1t": 0.6731384992599487, "facebook/xglm-564M": 0.6287187933921814, "google-bert/bert-base-multilingual-cased": 0.47556787729263306, "google/byt5-small": 0...
{ "CohereLabs/aya-expanse-8b": 17, "Qwen/Qwen3-8B": 21, "bigscience/bloom": 15, "common-pile/comma-v0.1-1t": 39, "facebook/xglm-564M": 11, "google-bert/bert-base-multilingual-cased": 16, "google/byt5-small": 69, "google/gemma-2-2b": 15, "gpt2": 40, "meta-llama/Llama-3.2-1B": 16, "microsoft/Phi-3-m...
نزديك ترين سيارة به خؤرشيد در منظومة شمسي، سيارة ي
[ "عطارد أست", "زهرة أست", "مريخ أست", "زمين أست" ]
0
A
test
Arabic Keyboard for Farsi
Noise
pes_Arab
338-1.8
338.0
1.8
{ "CohereLabs/aya-expanse-8b": 0.516585648059845, "Qwen/Qwen3-8B": 0.38544023036956787, "bigscience/bloom": 0.41145268082618713, "common-pile/comma-v0.1-1t": 0.648360550403595, "facebook/xglm-564M": 0.4679628014564514, "google-bert/bert-base-multilingual-cased": 0.47151100635528564, "google/byt5-small": 0...
{ "CohereLabs/aya-expanse-8b": 0.46019238233566284, "Qwen/Qwen3-8B": 0.3777330219745636, "bigscience/bloom": 0.3696308135986328, "common-pile/comma-v0.1-1t": 0.6191983819007874, "facebook/xglm-564M": 0.4679628014564514, "google-bert/bert-base-multilingual-cased": 0.47151100635528564, "google/byt5-small": ...
{ "CohereLabs/aya-expanse-8b": 22, "Qwen/Qwen3-8B": 23, "bigscience/bloom": 17, "common-pile/comma-v0.1-1t": 54, "facebook/xglm-564M": 19, "google-bert/bert-base-multilingual-cased": 22, "google/byt5-small": 91, "google/gemma-2-2b": 19, "gpt2": 55, "meta-llama/Llama-3.2-1B": 22, "microsoft/Phi-3-m...
بزركترين سيارة ي منظومة شمسي
[ "مشتري أست", "زمين أست", "زحل أست", "مريخ أست" ]
0
A
test
Arabic Keyboard for Farsi
Noise
pes_Arab
339-1.8
339.0
1.8
{ "CohereLabs/aya-expanse-8b": 0.5429413318634033, "Qwen/Qwen3-8B": 0.3574177622795105, "bigscience/bloom": 0.2554228901863098, "common-pile/comma-v0.1-1t": 0.6317381262779236, "facebook/xglm-564M": 0.5063915848731995, "google-bert/bert-base-multilingual-cased": 0.42448484897613525, "google/byt5-small": 0...
{ "CohereLabs/aya-expanse-8b": 0.39765772223472595, "Qwen/Qwen3-8B": 0.3029288053512573, "bigscience/bloom": 0.2554228901863098, "common-pile/comma-v0.1-1t": 0.5450234413146973, "facebook/xglm-564M": 0.5063915848731995, "google-bert/bert-base-multilingual-cased": 0.42448484897613525, "google/byt5-small": ...
{ "CohereLabs/aya-expanse-8b": 13, "Qwen/Qwen3-8B": 14, "bigscience/bloom": 9, "common-pile/comma-v0.1-1t": 29, "facebook/xglm-564M": 11, "google-bert/bert-base-multilingual-cased": 14, "google/byt5-small": 52, "google/gemma-2-2b": 11, "gpt2": 30, "meta-llama/Llama-3.2-1B": 13, "microsoft/Phi-3-mi...
فرآيندي كه به كياهان إجازة مي‌دهد با استفادة از نور خورشيد غذاي خود را توليد كنند، فرآيند
[ "فتؤسنتز أست", "تنفس أست", "هضم أست", "تخمير أست" ]
0
A
test
Arabic Keyboard for Farsi
Noise
pes_Arab
340-1.8
340.0
1.8
{ "CohereLabs/aya-expanse-8b": 0.5424666404724121, "Qwen/Qwen3-8B": 0.7015901207923889, "bigscience/bloom": 0.6594173312187195, "common-pile/comma-v0.1-1t": 0.7625648975372314, "facebook/xglm-564M": 0.5060436725616455, "google-bert/bert-base-multilingual-cased": 0.5330275893211365, "google/byt5-small": 0....
{ "CohereLabs/aya-expanse-8b": 0.47336483001708984, "Qwen/Qwen3-8B": 0.6651310324668884, "bigscience/bloom": 0.6130439639091492, "common-pile/comma-v0.1-1t": 0.7302843332290649, "facebook/xglm-564M": 0.5060436725616455, "google-bert/bert-base-multilingual-cased": 0.41811996698379517, "google/byt5-small": ...
{ "CohereLabs/aya-expanse-8b": 39, "Qwen/Qwen3-8B": 49, "bigscience/bloom": 36, "common-pile/comma-v0.1-1t": 95, "facebook/xglm-564M": 28, "google-bert/bert-base-multilingual-cased": 42, "google/byt5-small": 163, "google/gemma-2-2b": 36, "gpt2": 97, "meta-llama/Llama-3.2-1B": 36, "microsoft/Phi-3-...
نويسندة ي نمايشنامة «رؤمئو و زوليت»
[ "جارلز ديكنز أست", "مارك توآين أست", "ويليام شكسبير أست", "جين آستين أست" ]
2
C
test
Arabic Keyboard for Farsi
Noise
pes_Arab
341-1.8
341.0
1.8
{ "CohereLabs/aya-expanse-8b": 0.5506374835968018, "Qwen/Qwen3-8B": 0.5651605129241943, "bigscience/bloom": 0.730645477771759, "common-pile/comma-v0.1-1t": 0.7624428272247314, "facebook/xglm-564M": 0.47728845477104187, "google-bert/bert-base-multilingual-cased": 0.4440523087978363, "google/byt5-small": 0....
{ "CohereLabs/aya-expanse-8b": 0.5066665410995483, "Qwen/Qwen3-8B": 0.4922346770763397, "bigscience/bloom": 0.6855134963989258, "common-pile/comma-v0.1-1t": 0.7115871906280518, "facebook/xglm-564M": 0.4122225344181061, "google-bert/bert-base-multilingual-cased": 0.3395646810531616, "google/byt5-small": 0....
{ "CohereLabs/aya-expanse-8b": 19, "Qwen/Qwen3-8B": 20, "bigscience/bloom": 18, "common-pile/comma-v0.1-1t": 37, "facebook/xglm-564M": 15, "google-bert/bert-base-multilingual-cased": 20, "google/byt5-small": 65, "google/gemma-2-2b": 19, "gpt2": 36, "meta-llama/Llama-3.2-1B": 20, "microsoft/Phi-3-m...
زنبورها
[ "شير توليد مي كنند", "أبريشم توليد مي كنند", "عسل تؤليد مي كنند", "موم تؤليد مي كنند" ]
2
C
test
Arabic Keyboard for Farsi
Noise
pes_Arab
342-1.8
342.0
1.8
{ "CohereLabs/aya-expanse-8b": 0.9999998807907104, "Qwen/Qwen3-8B": 1.0000001192092896, "bigscience/bloom": 0.9999998807907104, "common-pile/comma-v0.1-1t": 0.9999998807907104, "facebook/xglm-564M": 1.0000001192092896, "google-bert/bert-base-multilingual-cased": 1, "google/byt5-small": 0.9999998807907104,...
{ "CohereLabs/aya-expanse-8b": 1.0000004768371582, "Qwen/Qwen3-8B": 1.0000004768371582, "bigscience/bloom": 1.0000003576278687, "common-pile/comma-v0.1-1t": 1.0000003576278687, "facebook/xglm-564M": 1.000000238418579, "google-bert/bert-base-multilingual-cased": 1.0000004768371582, "google/byt5-small": 1.0...
{ "CohereLabs/aya-expanse-8b": 3, "Qwen/Qwen3-8B": 4, "bigscience/bloom": 3, "common-pile/comma-v0.1-1t": 8, "facebook/xglm-564M": 3, "google-bert/bert-base-multilingual-cased": 4, "google/byt5-small": 14, "google/gemma-2-2b": 3, "gpt2": 8, "meta-llama/Llama-3.2-1B": 3, "microsoft/Phi-3-mini-4k-in...
كياهان براي تؤليد غذا به
[ "نيترؤزن نياز دارند", "دي اكسيد كربن نياز دارند", "هيدرؤزن نياز دارند", "هليؤم نياز دارند" ]
1
B
test
Arabic Keyboard for Farsi
Noise
pes_Arab
343-1.8
343.0
1.8
{ "CohereLabs/aya-expanse-8b": 0.5085152387619019, "Qwen/Qwen3-8B": 0.4765937924385071, "bigscience/bloom": 0.5728917121887207, "common-pile/comma-v0.1-1t": 0.7470991015434265, "facebook/xglm-564M": 0.5692510604858398, "google-bert/bert-base-multilingual-cased": 0.44691890478134155, "google/byt5-small": 0...
{ "CohereLabs/aya-expanse-8b": 0.3060203194618225, "Qwen/Qwen3-8B": 0.2962169647216797, "bigscience/bloom": 0.2942589223384857, "common-pile/comma-v0.1-1t": 0.5623658895492554, "facebook/xglm-564M": 0.3928224742412567, "google-bert/bert-base-multilingual-cased": 0.12972699105739594, "google/byt5-small": 0...
{ "CohereLabs/aya-expanse-8b": 9, "Qwen/Qwen3-8B": 13, "bigscience/bloom": 10, "common-pile/comma-v0.1-1t": 26, "facebook/xglm-564M": 9, "google-bert/bert-base-multilingual-cased": 11, "google/byt5-small": 44, "google/gemma-2-2b": 8, "gpt2": 27, "meta-llama/Llama-3.2-1B": 11, "microsoft/Phi-3-mini...
قصد شخص از جملة «مي‌توانيد لطفاً يك برواز به باريس رزرو كنيد؟»
[ "خريد رفتن أست", "رزرو كردن أست", "شكاية كردن أست", "كنسل كردن أست" ]
1
B
test
Arabic Keyboard for Farsi
Noise
pes_Arab
344-1.8
344.0
1.8
{ "CohereLabs/aya-expanse-8b": 0.7735766768455505, "Qwen/Qwen3-8B": 0.731819212436676, "bigscience/bloom": 0.729446291923523, "common-pile/comma-v0.1-1t": 0.7834756374359131, "facebook/xglm-564M": 0.7157953977584839, "google-bert/bert-base-multilingual-cased": 0.6525269746780396, "google/byt5-small": 0.92...
{ "CohereLabs/aya-expanse-8b": 0.6463935971260071, "Qwen/Qwen3-8B": 0.6482141017913818, "bigscience/bloom": 0.6077436208724976, "common-pile/comma-v0.1-1t": 0.6210907697677612, "facebook/xglm-564M": 0.5693792700767517, "google-bert/bert-base-multilingual-cased": 0.5339640974998474, "google/byt5-small": 0....
{ "CohereLabs/aya-expanse-8b": 27, "Qwen/Qwen3-8B": 34, "bigscience/bloom": 24, "common-pile/comma-v0.1-1t": 69, "facebook/xglm-564M": 22, "google-bert/bert-base-multilingual-cased": 31, "google/byt5-small": 114, "google/gemma-2-2b": 26, "gpt2": 72, "meta-llama/Llama-3.2-1B": 27, "microsoft/Phi-3-...