TokSuite Benchmarks
Collection
8 items • Updated
question stringlengths 22 67 | choices listlengths 4 4 | answer int64 0 3 | answer_label stringclasses 4
values | split stringclasses 1
value | subcategories stringclasses 2
values | lang stringclasses 5
values | second_lang stringclasses 3
values | notes stringclasses 1
value | id stringlengths 5 8 | set_id stringlengths 3 5 | variation_id stringclasses 7
values | question_general_category stringclasses 2
values | vanilla_cos_sim_to_canonical dict | trimmed_cos_sim_to_canonical dict | token_counts dict |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
USD is the currency abbreviation for | [
"Canada",
"United States",
"Mexico",
"Australia"
] | 1 | B | test | Abbreviations | eng_Latn | 1-0.1 | 1.0 | 0.1 | General Knowledge | {
"CohereLabs/aya-expanse-8b": 0.5261784195899963,
"Qwen/Qwen3-8B": 0.5641049742698669,
"bigscience/bloom": 0.47502923011779785,
"common-pile/comma-v0.1-1t": 0.47645479440689087,
"facebook/xglm-564M": 0.4414445459842682,
"google-bert/bert-base-multilingual-cased": 0.4363146424293518,
"google/byt5-small": ... | {
"CohereLabs/aya-expanse-8b": 0.5261784195899963,
"Qwen/Qwen3-8B": 0.5641049742698669,
"bigscience/bloom": 0.47502923011779785,
"common-pile/comma-v0.1-1t": 0.47645479440689087,
"facebook/xglm-564M": 0.4414445459842682,
"google-bert/bert-base-multilingual-cased": 0.4363146424293518,
"google/byt5-small": ... | {
"CohereLabs/aya-expanse-8b": 6,
"Qwen/Qwen3-8B": 6,
"bigscience/bloom": 7,
"common-pile/comma-v0.1-1t": 6,
"facebook/xglm-564M": 8,
"google-bert/bert-base-multilingual-cased": 8,
"google/byt5-small": 36,
"google/gemma-2-2b": 6,
"gpt2": 7,
"meta-llama/Llama-3.2-1B": 6,
"microsoft/Phi-3-mini-4k-in... | ||
EUR is the currency abbreviation for | [
"Russia",
"Germany",
"Switzerland",
"Norway"
] | 1 | B | test | Abbreviations | eng_Latn | 2-0.1 | 2.0 | 0.1 | General Knowledge | {
"CohereLabs/aya-expanse-8b": 0.5772669911384583,
"Qwen/Qwen3-8B": 0.6335160136222839,
"bigscience/bloom": 0.5699483752250671,
"common-pile/comma-v0.1-1t": 0.6474299430847168,
"facebook/xglm-564M": 0.4807031750679016,
"google-bert/bert-base-multilingual-cased": 0.5088954567909241,
"google/byt5-small": 0.... | {
"CohereLabs/aya-expanse-8b": 0.5772669911384583,
"Qwen/Qwen3-8B": 0.6335160136222839,
"bigscience/bloom": 0.5699483752250671,
"common-pile/comma-v0.1-1t": 0.5543885231018066,
"facebook/xglm-564M": 0.4807031750679016,
"google-bert/bert-base-multilingual-cased": 0.5088954567909241,
"google/byt5-small": 0.... | {
"CohereLabs/aya-expanse-8b": 6,
"Qwen/Qwen3-8B": 6,
"bigscience/bloom": 7,
"common-pile/comma-v0.1-1t": 7,
"facebook/xglm-564M": 8,
"google-bert/bert-base-multilingual-cased": 9,
"google/byt5-small": 36,
"google/gemma-2-2b": 6,
"gpt2": 8,
"meta-llama/Llama-3.2-1B": 6,
"microsoft/Phi-3-mini-4k-in... | ||
GBP is the currency abbreviation for | [
"United Kingdom",
"Ireland",
"Australia",
"Canada"
] | 0 | A | test | Abbreviations | eng_Latn | 3-0.1 | 3.0 | 0.1 | General Knowledge | {
"CohereLabs/aya-expanse-8b": 0.4368763267993927,
"Qwen/Qwen3-8B": 0.5750157833099365,
"bigscience/bloom": 0.40681442618370056,
"common-pile/comma-v0.1-1t": 0.35500064492225647,
"facebook/xglm-564M": 0.3544677793979645,
"google-bert/bert-base-multilingual-cased": 0.41218847036361694,
"google/byt5-small":... | {
"CohereLabs/aya-expanse-8b": 0.4368763267993927,
"Qwen/Qwen3-8B": 0.5750157833099365,
"bigscience/bloom": 0.40681442618370056,
"common-pile/comma-v0.1-1t": 0.35500064492225647,
"facebook/xglm-564M": 0.3544677793979645,
"google-bert/bert-base-multilingual-cased": 0.41218847036361694,
"google/byt5-small":... | {
"CohereLabs/aya-expanse-8b": 7,
"Qwen/Qwen3-8B": 6,
"bigscience/bloom": 8,
"common-pile/comma-v0.1-1t": 7,
"facebook/xglm-564M": 9,
"google-bert/bert-base-multilingual-cased": 9,
"google/byt5-small": 36,
"google/gemma-2-2b": 6,
"gpt2": 8,
"meta-llama/Llama-3.2-1B": 6,
"microsoft/Phi-3-mini-4k-in... | ||
JPY is the currency abbreviation for | [
"China",
"South Korea",
"Japan",
"Thailand"
] | 2 | C | test | Abbreviations | eng_Latn | 4-0.1 | 4.0 | 0.1 | General Knowledge | {
"CohereLabs/aya-expanse-8b": 0.49311363697052,
"Qwen/Qwen3-8B": 0.5398849844932556,
"bigscience/bloom": 0.4912048876285553,
"common-pile/comma-v0.1-1t": 0.48970288038253784,
"facebook/xglm-564M": 0.3797960877418518,
"google-bert/bert-base-multilingual-cased": 0.41807565093040466,
"google/byt5-small": 0.... | {
"CohereLabs/aya-expanse-8b": 0.49311363697052,
"Qwen/Qwen3-8B": 0.5398849844932556,
"bigscience/bloom": 0.4912048876285553,
"common-pile/comma-v0.1-1t": 0.48970288038253784,
"facebook/xglm-564M": 0.3797960877418518,
"google-bert/bert-base-multilingual-cased": 0.41807565093040466,
"google/byt5-small": 0.... | {
"CohereLabs/aya-expanse-8b": 7,
"Qwen/Qwen3-8B": 7,
"bigscience/bloom": 8,
"common-pile/comma-v0.1-1t": 7,
"facebook/xglm-564M": 9,
"google-bert/bert-base-multilingual-cased": 9,
"google/byt5-small": 36,
"google/gemma-2-2b": 6,
"gpt2": 8,
"meta-llama/Llama-3.2-1B": 7,
"microsoft/Phi-3-mini-4k-in... | ||
CHF is the currency abbreviation for | [
"Austria",
"Switzerland",
"Germany",
"France"
] | 1 | B | test | Abbreviations | eng_Latn | 5-0.1 | 5.0 | 0.1 | General Knowledge | {
"CohereLabs/aya-expanse-8b": 0.5844903588294983,
"Qwen/Qwen3-8B": 0.4856097102165222,
"bigscience/bloom": 0.44207069277763367,
"common-pile/comma-v0.1-1t": 0.4368855953216553,
"facebook/xglm-564M": 0.4274923503398895,
"google-bert/bert-base-multilingual-cased": 0.3995612859725952,
"google/byt5-small": 0... | {
"CohereLabs/aya-expanse-8b": 0.5844903588294983,
"Qwen/Qwen3-8B": 0.4856097102165222,
"bigscience/bloom": 0.44207069277763367,
"common-pile/comma-v0.1-1t": 0.4368855953216553,
"facebook/xglm-564M": 0.4274923503398895,
"google-bert/bert-base-multilingual-cased": 0.3995612859725952,
"google/byt5-small": 0... | {
"CohereLabs/aya-expanse-8b": 6,
"Qwen/Qwen3-8B": 7,
"bigscience/bloom": 8,
"common-pile/comma-v0.1-1t": 7,
"facebook/xglm-564M": 9,
"google-bert/bert-base-multilingual-cased": 9,
"google/byt5-small": 36,
"google/gemma-2-2b": 6,
"gpt2": 8,
"meta-llama/Llama-3.2-1B": 7,
"microsoft/Phi-3-mini-4k-in... | ||
CAD is the currency abbreviation for | [
"United States",
"Australia",
"Canada",
"New Zealand"
] | 2 | C | test | Abbreviations | eng_Latn | 6-0.1 | 6.0 | 0.1 | General Knowledge | {
"CohereLabs/aya-expanse-8b": 0.5701348185539246,
"Qwen/Qwen3-8B": 0.5713828206062317,
"bigscience/bloom": 0.44097715616226196,
"common-pile/comma-v0.1-1t": 0.4617057144641876,
"facebook/xglm-564M": 0.45614519715309143,
"google-bert/bert-base-multilingual-cased": 0.4455980360507965,
"google/byt5-small": ... | {
"CohereLabs/aya-expanse-8b": 0.5701348185539246,
"Qwen/Qwen3-8B": 0.5713828206062317,
"bigscience/bloom": 0.44097715616226196,
"common-pile/comma-v0.1-1t": 0.4617057144641876,
"facebook/xglm-564M": 0.45614519715309143,
"google-bert/bert-base-multilingual-cased": 0.4455980360507965,
"google/byt5-small": ... | {
"CohereLabs/aya-expanse-8b": 6,
"Qwen/Qwen3-8B": 6,
"bigscience/bloom": 7,
"common-pile/comma-v0.1-1t": 6,
"facebook/xglm-564M": 8,
"google-bert/bert-base-multilingual-cased": 8,
"google/byt5-small": 36,
"google/gemma-2-2b": 6,
"gpt2": 8,
"meta-llama/Llama-3.2-1B": 6,
"microsoft/Phi-3-mini-4k-in... | ||
AUD is the currency abbreviation for | [
"Australia",
"New Zealand",
"Canada",
"United Kingdom"
] | 0 | A | test | Abbreviations | eng_Latn | 7-0.1 | 7.0 | 0.1 | General Knowledge | {
"CohereLabs/aya-expanse-8b": 0.5810739398002625,
"Qwen/Qwen3-8B": 0.582885205745697,
"bigscience/bloom": 0.4575527310371399,
"common-pile/comma-v0.1-1t": 0.4417293667793274,
"facebook/xglm-564M": 0.4275231957435608,
"google-bert/bert-base-multilingual-cased": 0.4168412685394287,
"google/byt5-small": 0.8... | {
"CohereLabs/aya-expanse-8b": 0.5810739398002625,
"Qwen/Qwen3-8B": 0.582885205745697,
"bigscience/bloom": 0.4575527310371399,
"common-pile/comma-v0.1-1t": 0.4417293667793274,
"facebook/xglm-564M": 0.4275231957435608,
"google-bert/bert-base-multilingual-cased": 0.4168412685394287,
"google/byt5-small": 0.8... | {
"CohereLabs/aya-expanse-8b": 6,
"Qwen/Qwen3-8B": 6,
"bigscience/bloom": 8,
"common-pile/comma-v0.1-1t": 7,
"facebook/xglm-564M": 9,
"google-bert/bert-base-multilingual-cased": 9,
"google/byt5-small": 36,
"google/gemma-2-2b": 6,
"gpt2": 7,
"meta-llama/Llama-3.2-1B": 6,
"microsoft/Phi-3-mini-4k-in... | ||
CNY is the currency abbreviation for | [
"Japan",
"China",
"Taiwan",
"Hong Kong"
] | 1 | B | test | Abbreviations | eng_Latn | 8-0.1 | 8.0 | 0.1 | General Knowledge | {
"CohereLabs/aya-expanse-8b": 0.535286009311676,
"Qwen/Qwen3-8B": 0.5374408960342407,
"bigscience/bloom": 0.5008592009544373,
"common-pile/comma-v0.1-1t": 0.4702851176261902,
"facebook/xglm-564M": 0.40790247917175293,
"google-bert/bert-base-multilingual-cased": 0.40917831659317017,
"google/byt5-small": 0... | {
"CohereLabs/aya-expanse-8b": 0.535286009311676,
"Qwen/Qwen3-8B": 0.5374408960342407,
"bigscience/bloom": 0.5008592009544373,
"common-pile/comma-v0.1-1t": 0.4702851176261902,
"facebook/xglm-564M": 0.40790247917175293,
"google-bert/bert-base-multilingual-cased": 0.40917831659317017,
"google/byt5-small": 0... | {
"CohereLabs/aya-expanse-8b": 7,
"Qwen/Qwen3-8B": 7,
"bigscience/bloom": 8,
"common-pile/comma-v0.1-1t": 7,
"facebook/xglm-564M": 9,
"google-bert/bert-base-multilingual-cased": 9,
"google/byt5-small": 36,
"google/gemma-2-2b": 7,
"gpt2": 8,
"meta-llama/Llama-3.2-1B": 7,
"microsoft/Phi-3-mini-4k-in... | ||
INR is the currency abbreviation for | [
"India",
"Pakistan",
"Bangladesh",
"Sri Lanka"
] | 0 | A | test | Abbreviations | eng_Latn | 9-0.1 | 9.0 | 0.1 | General Knowledge | {
"CohereLabs/aya-expanse-8b": 0.44720032811164856,
"Qwen/Qwen3-8B": 0.45087283849716187,
"bigscience/bloom": 0.4050305187702179,
"common-pile/comma-v0.1-1t": 0.41573482751846313,
"facebook/xglm-564M": 0.40992534160614014,
"google-bert/bert-base-multilingual-cased": 0.3682607412338257,
"google/byt5-small"... | {
"CohereLabs/aya-expanse-8b": 0.44720032811164856,
"Qwen/Qwen3-8B": 0.45087283849716187,
"bigscience/bloom": 0.4050305187702179,
"common-pile/comma-v0.1-1t": 0.41573482751846313,
"facebook/xglm-564M": 0.40992534160614014,
"google-bert/bert-base-multilingual-cased": 0.3682607412338257,
"google/byt5-small"... | {
"CohereLabs/aya-expanse-8b": 7,
"Qwen/Qwen3-8B": 7,
"bigscience/bloom": 8,
"common-pile/comma-v0.1-1t": 7,
"facebook/xglm-564M": 9,
"google-bert/bert-base-multilingual-cased": 9,
"google/byt5-small": 36,
"google/gemma-2-2b": 6,
"gpt2": 8,
"meta-llama/Llama-3.2-1B": 7,
"microsoft/Phi-3-mini-4k-in... | ||
RUB is the currency abbreviation for | [
"Ukraine",
"Russia",
"Belarus",
"Kazakhstan"
] | 1 | B | test | Abbreviations | eng_Latn | 10-0.1 | 10.0 | 0.1 | General Knowledge | {
"CohereLabs/aya-expanse-8b": 0.4727608561515808,
"Qwen/Qwen3-8B": 0.5090503096580505,
"bigscience/bloom": 0.4857461750507355,
"common-pile/comma-v0.1-1t": 0.49572861194610596,
"facebook/xglm-564M": 0.4278603494167328,
"google-bert/bert-base-multilingual-cased": 0.5641077160835266,
"google/byt5-small": 0... | {
"CohereLabs/aya-expanse-8b": 0.4727608561515808,
"Qwen/Qwen3-8B": 0.5090503096580505,
"bigscience/bloom": 0.4857461750507355,
"common-pile/comma-v0.1-1t": 0.49572861194610596,
"facebook/xglm-564M": 0.4278603494167328,
"google-bert/bert-base-multilingual-cased": 0.5641077160835266,
"google/byt5-small": 0... | {
"CohereLabs/aya-expanse-8b": 7,
"Qwen/Qwen3-8B": 7,
"bigscience/bloom": 8,
"common-pile/comma-v0.1-1t": 7,
"facebook/xglm-564M": 9,
"google-bert/bert-base-multilingual-cased": 9,
"google/byt5-small": 36,
"google/gemma-2-2b": 6,
"gpt2": 8,
"meta-llama/Llama-3.2-1B": 7,
"microsoft/Phi-3-mini-4k-in... | ||
این خانه IRR ۲٫۸۵۰٫۰۰۰٫۰۰۰٫۰۰۰ است. قیمت این خانه | [
"۳٫۰۰۰٫۰۰۰٫۰۰۰ تومان است",
"۲٫۰۵۰٫۰۰۰٫۰۰۰ تومان است",
"۲٫۸۵۰٫۰۰۰٫۰۰۰ تومان است",
"۳٫۸۵۰٫۰۰۰٫۰۰۰ تومان است"
] | 2 | C | test | Abbreviations, Code/language/script switching | pes_Arab | eng_Latn | 302-1.22 | 302.0 | 1.22 | General Knowledge | {
"CohereLabs/aya-expanse-8b": 0.9763597846031189,
"Qwen/Qwen3-8B": 0.9841705560684204,
"bigscience/bloom": 0.9790642857551575,
"common-pile/comma-v0.1-1t": 0.9814052581787109,
"facebook/xglm-564M": 0.9636136293411255,
"google-bert/bert-base-multilingual-cased": 0.9338499307632446,
"google/byt5-small": 0.... | {
"CohereLabs/aya-expanse-8b": 0.9784888029098511,
"Qwen/Qwen3-8B": 0.9872021079063416,
"bigscience/bloom": 0.979755163192749,
"common-pile/comma-v0.1-1t": 0.9847293496131897,
"facebook/xglm-564M": 0.94953852891922,
"google-bert/bert-base-multilingual-cased": 0.9094239473342896,
"google/byt5-small": 0.952... | {
"CohereLabs/aya-expanse-8b": 28,
"Qwen/Qwen3-8B": 49,
"bigscience/bloom": 35,
"common-pile/comma-v0.1-1t": 65,
"facebook/xglm-564M": 19,
"google-bert/bert-base-multilingual-cased": 19,
"google/byt5-small": 88,
"google/gemma-2-2b": 23,
"gpt2": 68,
"meta-llama/Llama-3.2-1B": 21,
"microsoft/Phi-3-m... | |
The price of this house is 1,028,415 CAD. The cost of this house is | [
"1,028,415 dollars",
"1.028.415 dollars",
"1,028,411 dollars",
"1,028.415 dollars"
] | 0 | A | test | Abbreviations | eng_Latn | 302-0.10 | 302.0 | 0.1 | General Knowledge | {
"CohereLabs/aya-expanse-8b": 0.2803439795970917,
"Qwen/Qwen3-8B": 0.20114795863628387,
"bigscience/bloom": 0.17340314388275146,
"common-pile/comma-v0.1-1t": 0.16173489391803741,
"facebook/xglm-564M": 0.2441370189189911,
"google-bert/bert-base-multilingual-cased": 0.13259758055210114,
"google/byt5-small"... | {
"CohereLabs/aya-expanse-8b": 0.2803439795970917,
"Qwen/Qwen3-8B": 0.20114795863628387,
"bigscience/bloom": 0.17340314388275146,
"common-pile/comma-v0.1-1t": 0.16173489391803741,
"facebook/xglm-564M": 0.2441370189189911,
"google-bert/bert-base-multilingual-cased": 0.13259758055210114,
"google/byt5-small"... | {
"CohereLabs/aya-expanse-8b": 24,
"Qwen/Qwen3-8B": 24,
"bigscience/bloom": 19,
"common-pile/comma-v0.1-1t": 22,
"facebook/xglm-564M": 18,
"google-bert/bert-base-multilingual-cased": 19,
"google/byt5-small": 67,
"google/gemma-2-2b": 24,
"gpt2": 19,
"meta-llama/Llama-3.2-1B": 20,
"microsoft/Phi-3-m... | ||
Bu evin fiyatı 5.850.000 TRY'dir. Bu evin maliyeti | [
"5.850.000 Liradır",
"5,850,000 Liradır",
"5.850.000 Liradır",
"5.550.000 Liradır"
] | 0 | A | test | Abbreviations | tur_Latn | tur_Latn | 302-2.17 | 302.0 | 2.17 | General Knowledge | {
"CohereLabs/aya-expanse-8b": 0.45695358514785767,
"Qwen/Qwen3-8B": 0.27414119243621826,
"bigscience/bloom": 0.3279254734516144,
"common-pile/comma-v0.1-1t": 0.14796599745750427,
"facebook/xglm-564M": 0.23902453482151031,
"google-bert/bert-base-multilingual-cased": 0.2399080991744995,
"google/byt5-small"... | {
"CohereLabs/aya-expanse-8b": 0.45695358514785767,
"Qwen/Qwen3-8B": 0.27414119243621826,
"bigscience/bloom": 0.3279254734516144,
"common-pile/comma-v0.1-1t": 0.14796599745750427,
"facebook/xglm-564M": 0.23902453482151031,
"google-bert/bert-base-multilingual-cased": 0.2399080991744995,
"google/byt5-small"... | {
"CohereLabs/aya-expanse-8b": 24,
"Qwen/Qwen3-8B": 25,
"bigscience/bloom": 22,
"common-pile/comma-v0.1-1t": 24,
"facebook/xglm-564M": 17,
"google-bert/bert-base-multilingual-cased": 20,
"google/byt5-small": 51,
"google/gemma-2-2b": 21,
"gpt2": 24,
"meta-llama/Llama-3.2-1B": 20,
"microsoft/Phi-3-m... | |
Il prezzo di questa casa è 300,000 EUR. Il costo di questa casa è | [
"300.000 euro",
"300 euro",
"30.0000 euro",
"300,000 euro"
] | 3 | D | test | Abbreviations | ita_Latn | 302-3.45 | 302.0 | 3.45 | General Knowledge | {
"CohereLabs/aya-expanse-8b": 0.43280524015426636,
"Qwen/Qwen3-8B": 0.2221081405878067,
"bigscience/bloom": 0.23404008150100708,
"common-pile/comma-v0.1-1t": 0.10632295161485672,
"facebook/xglm-564M": 0.2495977282524109,
"google-bert/bert-base-multilingual-cased": 0.18991057574748993,
"google/byt5-small"... | {
"CohereLabs/aya-expanse-8b": 0.43280524015426636,
"Qwen/Qwen3-8B": 0.2221081405878067,
"bigscience/bloom": 0.23404008150100708,
"common-pile/comma-v0.1-1t": 0.10632295161485672,
"facebook/xglm-564M": 0.2495977282524109,
"google-bert/bert-base-multilingual-cased": 0.18991057574748993,
"google/byt5-small"... | {
"CohereLabs/aya-expanse-8b": 22,
"Qwen/Qwen3-8B": 23,
"bigscience/bloom": 20,
"common-pile/comma-v0.1-1t": 26,
"facebook/xglm-564M": 16,
"google-bert/bert-base-multilingual-cased": 18,
"google/byt5-small": 67,
"google/gemma-2-2b": 22,
"gpt2": 25,
"meta-llama/Llama-3.2-1B": 19,
"microsoft/Phi-3-m... | ||
Bu evin fiyatı 5.850.000 TL'dir. Bu evin maliyeti | [
"5,850,000 Liradır",
"5.850.000 Liradır",
"5.850.000 Liradır",
"5.550.000 Liradır"
] | 2 | C | test | Abbreviations | tur_Latn | tur_Latn | 302-2.17 | 302.0 | 2.17 | General Knowledge | {
"CohereLabs/aya-expanse-8b": 0.45590919256210327,
"Qwen/Qwen3-8B": 0.2729109823703766,
"bigscience/bloom": 0.3131803870201111,
"common-pile/comma-v0.1-1t": 0.1531423181295395,
"facebook/xglm-564M": 0.2483195960521698,
"google-bert/bert-base-multilingual-cased": 0.2351997196674347,
"google/byt5-small": 0... | {
"CohereLabs/aya-expanse-8b": 0.45590919256210327,
"Qwen/Qwen3-8B": 0.2729109823703766,
"bigscience/bloom": 0.3131803870201111,
"common-pile/comma-v0.1-1t": 0.1531423181295395,
"facebook/xglm-564M": 0.2483195960521698,
"google-bert/bert-base-multilingual-cased": 0.2351997196674347,
"google/byt5-small": 0... | {
"CohereLabs/aya-expanse-8b": 24,
"Qwen/Qwen3-8B": 25,
"bigscience/bloom": 21,
"common-pile/comma-v0.1-1t": 23,
"facebook/xglm-564M": 16,
"google-bert/bert-base-multilingual-cased": 20,
"google/byt5-small": 50,
"google/gemma-2-2b": 21,
"gpt2": 23,
"meta-llama/Llama-3.2-1B": 20,
"microsoft/Phi-3-m... | |
这栋房子的价格是150,0000RMB。这栋房子的价格是 | [
"150,0000元",
"15,0000元",
"15,0000,0000元",
"1500,0000元"
] | 0 | A | test | Abbreviations | zho_Hans | 302-4.10 | 302.0 | 4.1 | General Knowledge | {
"CohereLabs/aya-expanse-8b": 0.40976014733314514,
"Qwen/Qwen3-8B": 0.19597315788269043,
"bigscience/bloom": 0.19877889752388,
"common-pile/comma-v0.1-1t": 0.1713777333498001,
"facebook/xglm-564M": 0.16662585735321045,
"google-bert/bert-base-multilingual-cased": 0.2241579294204712,
"google/byt5-small": 0... | {
"CohereLabs/aya-expanse-8b": 0.40976014733314514,
"Qwen/Qwen3-8B": 0.19597315788269043,
"bigscience/bloom": 0.19877889752388,
"common-pile/comma-v0.1-1t": 0.1713777333498001,
"facebook/xglm-564M": 0.16662585735321045,
"google-bert/bert-base-multilingual-cased": 0.2241579294204712,
"google/byt5-small": 0... | {
"CohereLabs/aya-expanse-8b": 23,
"Qwen/Qwen3-8B": 21,
"bigscience/bloom": 18,
"common-pile/comma-v0.1-1t": 29,
"facebook/xglm-564M": 16,
"google-bert/bert-base-multilingual-cased": 23,
"google/byt5-small": 62,
"google/gemma-2-2b": 22,
"gpt2": 32,
"meta-llama/Llama-3.2-1B": 20,
"microsoft/Phi-3-m... | ||
这栋房子的价格是150,0000CNY。这栋房子的价格是 | [
"15,0000元",
"150,0000",
"15,0000,0000元",
"1500,0000元"
] | 1 | B | test | Abbreviations | zho_Hans | 302-4.11 | 302.0 | 4.11 | General Knowledge | {
"CohereLabs/aya-expanse-8b": 0.40650224685668945,
"Qwen/Qwen3-8B": 0.20629984140396118,
"bigscience/bloom": 0.17953534424304962,
"common-pile/comma-v0.1-1t": 0.18052144348621368,
"facebook/xglm-564M": 0.16886106133460999,
"google-bert/bert-base-multilingual-cased": 0.2129160314798355,
"google/byt5-small... | {
"CohereLabs/aya-expanse-8b": 0.40650224685668945,
"Qwen/Qwen3-8B": 0.20629984140396118,
"bigscience/bloom": 0.17953534424304962,
"common-pile/comma-v0.1-1t": 0.18052144348621368,
"facebook/xglm-564M": 0.16886106133460999,
"google-bert/bert-base-multilingual-cased": 0.2129160314798355,
"google/byt5-small... | {
"CohereLabs/aya-expanse-8b": 23,
"Qwen/Qwen3-8B": 21,
"bigscience/bloom": 18,
"common-pile/comma-v0.1-1t": 29,
"facebook/xglm-564M": 16,
"google-bert/bert-base-multilingual-cased": 22,
"google/byt5-small": 62,
"google/gemma-2-2b": 23,
"gpt2": 32,
"meta-llama/Llama-3.2-1B": 20,
"microsoft/Phi-3-m... | ||
这栋房子的价格是150万元。这栋房子的价格是 | [
"15,0000元",
"150,0000元",
"15,0000,0000元",
"1500,0000元"
] | 1 | B | test | Abbreviations | zho_Hans | 302-4.12 | 302.0 | 4.12 | {
"CohereLabs/aya-expanse-8b": 0.2536839246749878,
"Qwen/Qwen3-8B": 0.1555914580821991,
"bigscience/bloom": 0.16798801720142365,
"common-pile/comma-v0.1-1t": 0.170766681432724,
"facebook/xglm-564M": 0.1306072175502777,
"google-bert/bert-base-multilingual-cased": 0.1997177004814148,
"google/byt5-small": 0.... | {
"CohereLabs/aya-expanse-8b": 0.2536839246749878,
"Qwen/Qwen3-8B": 0.1555914580821991,
"bigscience/bloom": 0.16798801720142365,
"common-pile/comma-v0.1-1t": 0.170766681432724,
"facebook/xglm-564M": 0.1306072175502777,
"google-bert/bert-base-multilingual-cased": 0.1997177004814148,
"google/byt5-small": 0.... | {
"CohereLabs/aya-expanse-8b": 17,
"Qwen/Qwen3-8B": 15,
"bigscience/bloom": 15,
"common-pile/comma-v0.1-1t": 27,
"facebook/xglm-564M": 13,
"google-bert/bert-base-multilingual-cased": 20,
"google/byt5-small": 60,
"google/gemma-2-2b": 17,
"gpt2": 32,
"meta-llama/Llama-3.2-1B": 16,
"microsoft/Phi-3-m... |
Dataset Card for Tokenization Robustness
TokSuite Bonus Benchmarks (General Collection)
This is a bonus TokSuite dataset containing a small set of high-signal examples that highlight surface-form variations known to affect tokenization robustness. It includes canonical questions alongside perturbations such as abbreviations, character deletion, currency symbols, diverse date formats, and unusual formatting. These examples focus on tokenization challenges that commonly arise in real-world text, providing a compact complement to the main TokSuite benchmarks.
Additional Information
Dataset Curators
The dataset was curated by the TokSuite research team at R3.
Licensing Information
MIT License
Citation Information
If you use this dataset in your research, please cite the TokSuite paper:
@inproceedings{toksuite2026, title={TokSuite: Measuring the Impact of Tokenizer Choice on Language Model Behavior}, author={Altıntaş, Gül Sena and Ehghaghi, Malikeh and Lester, Brian and Liu, Fengyuan and Zhao, Wanru and Ciccone, Marco and Raffel, Colin}, booktitle={Preprint}, year={2026},, arxiv={https://arxiv.org/abs/2512.20757}, url={TBD} }
Paper: TokSuite: Measuring the Impact of Tokenizer Choice on Language Model Behavior
Contributions
This dataset is part of TokSuite, which includes:
- 14 language models with identical architectures but different tokenizers
- Multilingual benchmark datasets (English, Turkish, Italian, Farsi, Chinese)
- Comprehensive analysis of tokenization's impact on model behavior
Contact
For questions or issues related to this dataset, please refer to the TokSuite project or contact the authors of the paper.
Part of the TokSuite Project
Understanding Tokenization's Role in Language Model Behavior
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