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--- |
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license: mit |
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multilinguality: multilingual |
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task_categories: |
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- multiple-choice |
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pretty_name: Tokenization Robustness |
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tags: |
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- multilingual |
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- tokenization |
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- robustness |
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dataset_info: |
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- config_name: tokenizer_robustness_completion_general_abbreviations |
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features: |
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- name: question |
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|
dtype: string |
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|
- name: choices |
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|
list: string |
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|
- name: answer |
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|
dtype: int64 |
|
|
- name: answer_label |
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|
dtype: string |
|
|
- name: split |
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|
dtype: string |
|
|
- name: subcategories |
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|
dtype: string |
|
|
- name: lang |
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|
dtype: string |
|
|
- name: second_lang |
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|
dtype: string |
|
|
- name: notes |
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|
dtype: string |
|
|
- name: id |
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|
dtype: string |
|
|
- name: set_id |
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|
dtype: string |
|
|
- name: variation_id |
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|
dtype: string |
|
|
- name: question_general_category |
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|
dtype: string |
|
|
- name: vanilla_cos_sim_to_canonical |
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|
struct: |
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|
- name: CohereLabs/aya-expanse-8b |
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|
dtype: float64 |
|
|
- name: Qwen/Qwen3-8B |
|
|
dtype: float64 |
|
|
- name: bigscience/bloom |
|
|
dtype: float64 |
|
|
- name: common-pile/comma-v0.1-1t |
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|
dtype: float64 |
|
|
- name: facebook/xglm-564M |
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|
dtype: float64 |
|
|
- name: google-bert/bert-base-multilingual-cased |
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|
dtype: float64 |
|
|
- name: google/byt5-small |
|
|
dtype: float64 |
|
|
- name: google/gemma-2-2b |
|
|
dtype: float64 |
|
|
- name: gpt2 |
|
|
dtype: float64 |
|
|
- name: meta-llama/Llama-3.2-1B |
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|
dtype: float64 |
|
|
- name: microsoft/Phi-3-mini-4k-instruct |
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|
dtype: float64 |
|
|
- name: mistralai/tekken |
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|
dtype: float64 |
|
|
- name: tiktoken/gpt-4o |
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|
dtype: float64 |
|
|
- name: tokenmonster/englishcode-32000-consistent-v1 |
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|
dtype: float64 |
|
|
- name: trimmed_cos_sim_to_canonical |
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|
struct: |
|
|
- name: CohereLabs/aya-expanse-8b |
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|
dtype: float64 |
|
|
- name: Qwen/Qwen3-8B |
|
|
dtype: float64 |
|
|
- name: bigscience/bloom |
|
|
dtype: float64 |
|
|
- name: common-pile/comma-v0.1-1t |
|
|
dtype: float64 |
|
|
- name: facebook/xglm-564M |
|
|
dtype: float64 |
|
|
- name: google-bert/bert-base-multilingual-cased |
|
|
dtype: float64 |
|
|
- name: google/byt5-small |
|
|
dtype: float64 |
|
|
- name: google/gemma-2-2b |
|
|
dtype: float64 |
|
|
- name: gpt2 |
|
|
dtype: float64 |
|
|
- name: meta-llama/Llama-3.2-1B |
|
|
dtype: float64 |
|
|
- name: microsoft/Phi-3-mini-4k-instruct |
|
|
dtype: float64 |
|
|
- name: mistralai/tekken |
|
|
dtype: float64 |
|
|
- name: tiktoken/gpt-4o |
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|
dtype: float64 |
|
|
- name: tokenmonster/englishcode-32000-consistent-v1 |
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|
dtype: float64 |
|
|
- name: token_counts |
|
|
struct: |
|
|
- name: CohereLabs/aya-expanse-8b |
|
|
dtype: int64 |
|
|
- name: Qwen/Qwen3-8B |
|
|
dtype: int64 |
|
|
- name: bigscience/bloom |
|
|
dtype: int64 |
|
|
- name: common-pile/comma-v0.1-1t |
|
|
dtype: int64 |
|
|
- name: facebook/xglm-564M |
|
|
dtype: int64 |
|
|
- name: google-bert/bert-base-multilingual-cased |
|
|
dtype: int64 |
|
|
- name: google/byt5-small |
|
|
dtype: int64 |
|
|
- name: google/gemma-2-2b |
|
|
dtype: int64 |
|
|
- name: gpt2 |
|
|
dtype: int64 |
|
|
- name: meta-llama/Llama-3.2-1B |
|
|
dtype: int64 |
|
|
- name: microsoft/Phi-3-mini-4k-instruct |
|
|
dtype: int64 |
|
|
- name: mistralai/tekken |
|
|
dtype: int64 |
|
|
- name: tiktoken/gpt-4o |
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|
dtype: int64 |
|
|
- name: tokenmonster/englishcode-32000-consistent-v1 |
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|
dtype: int64 |
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|
splits: |
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|
- name: test |
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|
num_bytes: 10169 |
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num_examples: 18 |
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|
download_size: 33425 |
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dataset_size: 10169 |
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- config_name: tokenizer_robustness_completion_general_canonical |
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|
features: |
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|
- name: question |
|
|
dtype: string |
|
|
- name: choices |
|
|
list: string |
|
|
- name: answer |
|
|
dtype: int64 |
|
|
- name: answer_label |
|
|
dtype: string |
|
|
- name: split |
|
|
dtype: string |
|
|
- name: subcategories |
|
|
dtype: string |
|
|
- name: lang |
|
|
dtype: string |
|
|
- name: second_lang |
|
|
dtype: string |
|
|
- name: notes |
|
|
dtype: string |
|
|
- name: id |
|
|
dtype: string |
|
|
- name: set_id |
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|
dtype: string |
|
|
- name: variation_id |
|
|
dtype: string |
|
|
- name: question_general_category |
|
|
dtype: string |
|
|
- name: vanilla_cos_sim_to_canonical |
|
|
struct: |
|
|
- name: CohereLabs/aya-expanse-8b |
|
|
dtype: float64 |
|
|
- name: Qwen/Qwen3-8B |
|
|
dtype: float64 |
|
|
- name: bigscience/bloom |
|
|
dtype: float64 |
|
|
- name: common-pile/comma-v0.1-1t |
|
|
dtype: float64 |
|
|
- name: facebook/xglm-564M |
|
|
dtype: float64 |
|
|
- name: google-bert/bert-base-multilingual-cased |
|
|
dtype: float64 |
|
|
- name: google/byt5-small |
|
|
dtype: float64 |
|
|
- name: google/gemma-2-2b |
|
|
dtype: float64 |
|
|
- name: gpt2 |
|
|
dtype: float64 |
|
|
- name: meta-llama/Llama-3.2-1B |
|
|
dtype: float64 |
|
|
- name: microsoft/Phi-3-mini-4k-instruct |
|
|
dtype: float64 |
|
|
- name: mistralai/tekken |
|
|
dtype: float64 |
|
|
- name: tiktoken/gpt-4o |
|
|
dtype: float64 |
|
|
- name: tokenmonster/englishcode-32000-consistent-v1 |
|
|
dtype: float64 |
|
|
- name: trimmed_cos_sim_to_canonical |
|
|
struct: |
|
|
- name: CohereLabs/aya-expanse-8b |
|
|
dtype: float64 |
|
|
- name: Qwen/Qwen3-8B |
|
|
dtype: float64 |
|
|
- name: bigscience/bloom |
|
|
dtype: float64 |
|
|
- name: common-pile/comma-v0.1-1t |
|
|
dtype: float64 |
|
|
- name: facebook/xglm-564M |
|
|
dtype: float64 |
|
|
- name: google-bert/bert-base-multilingual-cased |
|
|
dtype: float64 |
|
|
- name: google/byt5-small |
|
|
dtype: float64 |
|
|
- name: google/gemma-2-2b |
|
|
dtype: float64 |
|
|
- name: gpt2 |
|
|
dtype: float64 |
|
|
- name: meta-llama/Llama-3.2-1B |
|
|
dtype: float64 |
|
|
- name: microsoft/Phi-3-mini-4k-instruct |
|
|
dtype: float64 |
|
|
- name: mistralai/tekken |
|
|
dtype: float64 |
|
|
- name: tiktoken/gpt-4o |
|
|
dtype: float64 |
|
|
- name: tokenmonster/englishcode-32000-consistent-v1 |
|
|
dtype: float64 |
|
|
- name: token_counts |
|
|
struct: |
|
|
- name: CohereLabs/aya-expanse-8b |
|
|
dtype: int64 |
|
|
- name: Qwen/Qwen3-8B |
|
|
dtype: int64 |
|
|
- name: bigscience/bloom |
|
|
dtype: int64 |
|
|
- name: common-pile/comma-v0.1-1t |
|
|
dtype: int64 |
|
|
- name: facebook/xglm-564M |
|
|
dtype: int64 |
|
|
- name: google-bert/bert-base-multilingual-cased |
|
|
dtype: int64 |
|
|
- name: google/byt5-small |
|
|
dtype: int64 |
|
|
- name: google/gemma-2-2b |
|
|
dtype: int64 |
|
|
- name: gpt2 |
|
|
dtype: int64 |
|
|
- name: meta-llama/Llama-3.2-1B |
|
|
dtype: int64 |
|
|
- name: microsoft/Phi-3-mini-4k-instruct |
|
|
dtype: int64 |
|
|
- name: mistralai/tekken |
|
|
dtype: int64 |
|
|
- name: tiktoken/gpt-4o |
|
|
dtype: int64 |
|
|
- name: tokenmonster/englishcode-32000-consistent-v1 |
|
|
dtype: int64 |
|
|
splits: |
|
|
- name: test |
|
|
num_bytes: 1122 |
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num_examples: 2 |
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|
download_size: 28358 |
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dataset_size: 1122 |
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|
- config_name: tokenizer_robustness_completion_general_character_deletion |
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|
features: |
|
|
- name: question |
|
|
dtype: string |
|
|
- name: choices |
|
|
list: string |
|
|
- name: answer |
|
|
dtype: int64 |
|
|
- name: answer_label |
|
|
dtype: string |
|
|
- name: split |
|
|
dtype: string |
|
|
- name: subcategories |
|
|
dtype: string |
|
|
- name: lang |
|
|
dtype: string |
|
|
- name: second_lang |
|
|
dtype: string |
|
|
- name: notes |
|
|
dtype: string |
|
|
- name: id |
|
|
dtype: string |
|
|
- name: set_id |
|
|
dtype: string |
|
|
- name: variation_id |
|
|
dtype: string |
|
|
- name: question_general_category |
|
|
dtype: string |
|
|
- name: vanilla_cos_sim_to_canonical |
|
|
struct: |
|
|
- name: CohereLabs/aya-expanse-8b |
|
|
dtype: float64 |
|
|
- name: Qwen/Qwen3-8B |
|
|
dtype: float64 |
|
|
- name: bigscience/bloom |
|
|
dtype: float64 |
|
|
- name: common-pile/comma-v0.1-1t |
|
|
dtype: float64 |
|
|
- name: facebook/xglm-564M |
|
|
dtype: float64 |
|
|
- name: google-bert/bert-base-multilingual-cased |
|
|
dtype: float64 |
|
|
- name: google/byt5-small |
|
|
dtype: float64 |
|
|
- name: google/gemma-2-2b |
|
|
dtype: float64 |
|
|
- name: gpt2 |
|
|
dtype: float64 |
|
|
- name: meta-llama/Llama-3.2-1B |
|
|
dtype: float64 |
|
|
- name: microsoft/Phi-3-mini-4k-instruct |
|
|
dtype: float64 |
|
|
- name: mistralai/tekken |
|
|
dtype: float64 |
|
|
- name: tiktoken/gpt-4o |
|
|
dtype: float64 |
|
|
- name: tokenmonster/englishcode-32000-consistent-v1 |
|
|
dtype: float64 |
|
|
- name: trimmed_cos_sim_to_canonical |
|
|
struct: |
|
|
- name: CohereLabs/aya-expanse-8b |
|
|
dtype: float64 |
|
|
- name: Qwen/Qwen3-8B |
|
|
dtype: float64 |
|
|
- name: bigscience/bloom |
|
|
dtype: float64 |
|
|
- name: common-pile/comma-v0.1-1t |
|
|
dtype: float64 |
|
|
- name: facebook/xglm-564M |
|
|
dtype: float64 |
|
|
- name: google-bert/bert-base-multilingual-cased |
|
|
dtype: float64 |
|
|
- name: google/byt5-small |
|
|
dtype: float64 |
|
|
- name: google/gemma-2-2b |
|
|
dtype: float64 |
|
|
- name: gpt2 |
|
|
dtype: float64 |
|
|
- name: meta-llama/Llama-3.2-1B |
|
|
dtype: float64 |
|
|
- name: microsoft/Phi-3-mini-4k-instruct |
|
|
dtype: float64 |
|
|
- name: mistralai/tekken |
|
|
dtype: float64 |
|
|
- name: tiktoken/gpt-4o |
|
|
dtype: float64 |
|
|
- name: tokenmonster/englishcode-32000-consistent-v1 |
|
|
dtype: float64 |
|
|
- name: token_counts |
|
|
struct: |
|
|
- name: CohereLabs/aya-expanse-8b |
|
|
dtype: int64 |
|
|
- name: Qwen/Qwen3-8B |
|
|
dtype: int64 |
|
|
- name: bigscience/bloom |
|
|
dtype: int64 |
|
|
- name: common-pile/comma-v0.1-1t |
|
|
dtype: int64 |
|
|
- name: facebook/xglm-564M |
|
|
dtype: int64 |
|
|
- name: google-bert/bert-base-multilingual-cased |
|
|
dtype: int64 |
|
|
- name: google/byt5-small |
|
|
dtype: int64 |
|
|
- name: google/gemma-2-2b |
|
|
dtype: int64 |
|
|
- name: gpt2 |
|
|
dtype: int64 |
|
|
- name: meta-llama/Llama-3.2-1B |
|
|
dtype: int64 |
|
|
- name: microsoft/Phi-3-mini-4k-instruct |
|
|
dtype: int64 |
|
|
- name: mistralai/tekken |
|
|
dtype: int64 |
|
|
- name: tiktoken/gpt-4o |
|
|
dtype: int64 |
|
|
- name: tokenmonster/englishcode-32000-consistent-v1 |
|
|
dtype: int64 |
|
|
splits: |
|
|
- name: test |
|
|
num_bytes: 4498 |
|
|
num_examples: 8 |
|
|
download_size: 30562 |
|
|
dataset_size: 4498 |
|
|
- config_name: tokenizer_robustness_completion_general_currency_symbol |
|
|
features: |
|
|
- name: question |
|
|
dtype: string |
|
|
- name: choices |
|
|
list: string |
|
|
- name: answer |
|
|
dtype: int64 |
|
|
- name: answer_label |
|
|
dtype: string |
|
|
- name: split |
|
|
dtype: string |
|
|
- name: subcategories |
|
|
dtype: string |
|
|
- name: lang |
|
|
dtype: string |
|
|
- name: second_lang |
|
|
dtype: string |
|
|
- name: notes |
|
|
dtype: string |
|
|
- name: id |
|
|
dtype: string |
|
|
- name: set_id |
|
|
dtype: string |
|
|
- name: variation_id |
|
|
dtype: string |
|
|
- name: question_general_category |
|
|
dtype: string |
|
|
- name: vanilla_cos_sim_to_canonical |
|
|
struct: |
|
|
- name: CohereLabs/aya-expanse-8b |
|
|
dtype: float64 |
|
|
- name: Qwen/Qwen3-8B |
|
|
dtype: float64 |
|
|
- name: bigscience/bloom |
|
|
dtype: float64 |
|
|
- name: common-pile/comma-v0.1-1t |
|
|
dtype: float64 |
|
|
- name: facebook/xglm-564M |
|
|
dtype: float64 |
|
|
- name: google-bert/bert-base-multilingual-cased |
|
|
dtype: float64 |
|
|
- name: google/byt5-small |
|
|
dtype: float64 |
|
|
- name: google/gemma-2-2b |
|
|
dtype: float64 |
|
|
- name: gpt2 |
|
|
dtype: float64 |
|
|
- name: meta-llama/Llama-3.2-1B |
|
|
dtype: float64 |
|
|
- name: microsoft/Phi-3-mini-4k-instruct |
|
|
dtype: float64 |
|
|
- name: mistralai/tekken |
|
|
dtype: float64 |
|
|
- name: tiktoken/gpt-4o |
|
|
dtype: float64 |
|
|
- name: tokenmonster/englishcode-32000-consistent-v1 |
|
|
dtype: float64 |
|
|
- name: trimmed_cos_sim_to_canonical |
|
|
struct: |
|
|
- name: CohereLabs/aya-expanse-8b |
|
|
dtype: float64 |
|
|
- name: Qwen/Qwen3-8B |
|
|
dtype: float64 |
|
|
- name: bigscience/bloom |
|
|
dtype: float64 |
|
|
- name: common-pile/comma-v0.1-1t |
|
|
dtype: float64 |
|
|
- name: facebook/xglm-564M |
|
|
dtype: float64 |
|
|
- name: google-bert/bert-base-multilingual-cased |
|
|
dtype: float64 |
|
|
- name: google/byt5-small |
|
|
dtype: float64 |
|
|
- name: google/gemma-2-2b |
|
|
dtype: float64 |
|
|
- name: gpt2 |
|
|
dtype: float64 |
|
|
- name: meta-llama/Llama-3.2-1B |
|
|
dtype: float64 |
|
|
- name: microsoft/Phi-3-mini-4k-instruct |
|
|
dtype: float64 |
|
|
- name: mistralai/tekken |
|
|
dtype: float64 |
|
|
- name: tiktoken/gpt-4o |
|
|
dtype: float64 |
|
|
- name: tokenmonster/englishcode-32000-consistent-v1 |
|
|
dtype: float64 |
|
|
- name: token_counts |
|
|
struct: |
|
|
- name: CohereLabs/aya-expanse-8b |
|
|
dtype: int64 |
|
|
- name: Qwen/Qwen3-8B |
|
|
dtype: int64 |
|
|
- name: bigscience/bloom |
|
|
dtype: int64 |
|
|
- name: common-pile/comma-v0.1-1t |
|
|
dtype: int64 |
|
|
- name: facebook/xglm-564M |
|
|
dtype: int64 |
|
|
- name: google-bert/bert-base-multilingual-cased |
|
|
dtype: int64 |
|
|
- name: google/byt5-small |
|
|
dtype: int64 |
|
|
- name: google/gemma-2-2b |
|
|
dtype: int64 |
|
|
- name: gpt2 |
|
|
dtype: int64 |
|
|
- name: meta-llama/Llama-3.2-1B |
|
|
dtype: int64 |
|
|
- name: microsoft/Phi-3-mini-4k-instruct |
|
|
dtype: int64 |
|
|
- name: mistralai/tekken |
|
|
dtype: int64 |
|
|
- name: tiktoken/gpt-4o |
|
|
dtype: int64 |
|
|
- name: tokenmonster/englishcode-32000-consistent-v1 |
|
|
dtype: int64 |
|
|
splits: |
|
|
- name: test |
|
|
num_bytes: 8300 |
|
|
num_examples: 15 |
|
|
download_size: 32265 |
|
|
dataset_size: 8300 |
|
|
- config_name: tokenizer_robustness_completion_general_date_formats |
|
|
features: |
|
|
- name: question |
|
|
dtype: string |
|
|
- name: choices |
|
|
list: string |
|
|
- name: answer |
|
|
dtype: int64 |
|
|
- name: answer_label |
|
|
dtype: string |
|
|
- name: split |
|
|
dtype: string |
|
|
- name: subcategories |
|
|
dtype: string |
|
|
- name: lang |
|
|
dtype: string |
|
|
- name: second_lang |
|
|
dtype: string |
|
|
- name: notes |
|
|
dtype: string |
|
|
- name: id |
|
|
dtype: string |
|
|
- name: set_id |
|
|
dtype: string |
|
|
- name: variation_id |
|
|
dtype: string |
|
|
- name: question_general_category |
|
|
dtype: string |
|
|
- name: vanilla_cos_sim_to_canonical |
|
|
struct: |
|
|
- name: CohereLabs/aya-expanse-8b |
|
|
dtype: float64 |
|
|
- name: Qwen/Qwen3-8B |
|
|
dtype: float64 |
|
|
- name: bigscience/bloom |
|
|
dtype: float64 |
|
|
- name: common-pile/comma-v0.1-1t |
|
|
dtype: float64 |
|
|
- name: facebook/xglm-564M |
|
|
dtype: float64 |
|
|
- name: google-bert/bert-base-multilingual-cased |
|
|
dtype: float64 |
|
|
- name: google/byt5-small |
|
|
dtype: float64 |
|
|
- name: google/gemma-2-2b |
|
|
dtype: float64 |
|
|
- name: gpt2 |
|
|
dtype: float64 |
|
|
- name: meta-llama/Llama-3.2-1B |
|
|
dtype: float64 |
|
|
- name: microsoft/Phi-3-mini-4k-instruct |
|
|
dtype: float64 |
|
|
- name: mistralai/tekken |
|
|
dtype: float64 |
|
|
- name: tiktoken/gpt-4o |
|
|
dtype: float64 |
|
|
- name: tokenmonster/englishcode-32000-consistent-v1 |
|
|
dtype: float64 |
|
|
- name: trimmed_cos_sim_to_canonical |
|
|
struct: |
|
|
- name: CohereLabs/aya-expanse-8b |
|
|
dtype: float64 |
|
|
- name: Qwen/Qwen3-8B |
|
|
dtype: float64 |
|
|
- name: bigscience/bloom |
|
|
dtype: float64 |
|
|
- name: common-pile/comma-v0.1-1t |
|
|
dtype: float64 |
|
|
- name: facebook/xglm-564M |
|
|
dtype: float64 |
|
|
- name: google-bert/bert-base-multilingual-cased |
|
|
dtype: float64 |
|
|
- name: google/byt5-small |
|
|
dtype: float64 |
|
|
- name: google/gemma-2-2b |
|
|
dtype: float64 |
|
|
- name: gpt2 |
|
|
dtype: float64 |
|
|
- name: meta-llama/Llama-3.2-1B |
|
|
dtype: float64 |
|
|
- name: microsoft/Phi-3-mini-4k-instruct |
|
|
dtype: float64 |
|
|
- name: mistralai/tekken |
|
|
dtype: float64 |
|
|
- name: tiktoken/gpt-4o |
|
|
dtype: float64 |
|
|
- name: tokenmonster/englishcode-32000-consistent-v1 |
|
|
dtype: float64 |
|
|
- name: token_counts |
|
|
struct: |
|
|
- name: CohereLabs/aya-expanse-8b |
|
|
dtype: int64 |
|
|
- name: Qwen/Qwen3-8B |
|
|
dtype: int64 |
|
|
- name: bigscience/bloom |
|
|
dtype: int64 |
|
|
- name: common-pile/comma-v0.1-1t |
|
|
dtype: int64 |
|
|
- name: facebook/xglm-564M |
|
|
dtype: int64 |
|
|
- name: google-bert/bert-base-multilingual-cased |
|
|
dtype: int64 |
|
|
- name: google/byt5-small |
|
|
dtype: int64 |
|
|
- name: google/gemma-2-2b |
|
|
dtype: int64 |
|
|
- name: gpt2 |
|
|
dtype: int64 |
|
|
- name: meta-llama/Llama-3.2-1B |
|
|
dtype: int64 |
|
|
- name: microsoft/Phi-3-mini-4k-instruct |
|
|
dtype: int64 |
|
|
- name: mistralai/tekken |
|
|
dtype: int64 |
|
|
- name: tiktoken/gpt-4o |
|
|
dtype: int64 |
|
|
- name: tokenmonster/englishcode-32000-consistent-v1 |
|
|
dtype: int64 |
|
|
splits: |
|
|
- name: test |
|
|
num_bytes: 13058 |
|
|
num_examples: 24 |
|
|
download_size: 34371 |
|
|
dataset_size: 13058 |
|
|
- config_name: tokenizer_robustness_completion_general_unusual_formatting |
|
|
features: |
|
|
- name: question |
|
|
dtype: string |
|
|
- name: choices |
|
|
list: string |
|
|
- name: answer |
|
|
dtype: int64 |
|
|
- name: answer_label |
|
|
dtype: string |
|
|
- name: split |
|
|
dtype: string |
|
|
- name: subcategories |
|
|
dtype: string |
|
|
- name: lang |
|
|
dtype: string |
|
|
- name: second_lang |
|
|
dtype: string |
|
|
- name: notes |
|
|
dtype: string |
|
|
- name: id |
|
|
dtype: string |
|
|
- name: set_id |
|
|
dtype: string |
|
|
- name: variation_id |
|
|
dtype: string |
|
|
- name: question_general_category |
|
|
dtype: string |
|
|
- name: vanilla_cos_sim_to_canonical |
|
|
struct: |
|
|
- name: CohereLabs/aya-expanse-8b |
|
|
dtype: float64 |
|
|
- name: Qwen/Qwen3-8B |
|
|
dtype: float64 |
|
|
- name: bigscience/bloom |
|
|
dtype: float64 |
|
|
- name: common-pile/comma-v0.1-1t |
|
|
dtype: float64 |
|
|
- name: facebook/xglm-564M |
|
|
dtype: float64 |
|
|
- name: google-bert/bert-base-multilingual-cased |
|
|
dtype: float64 |
|
|
- name: google/byt5-small |
|
|
dtype: float64 |
|
|
- name: google/gemma-2-2b |
|
|
dtype: float64 |
|
|
- name: gpt2 |
|
|
dtype: float64 |
|
|
- name: meta-llama/Llama-3.2-1B |
|
|
dtype: float64 |
|
|
- name: microsoft/Phi-3-mini-4k-instruct |
|
|
dtype: float64 |
|
|
- name: mistralai/tekken |
|
|
dtype: float64 |
|
|
- name: tiktoken/gpt-4o |
|
|
dtype: float64 |
|
|
- name: tokenmonster/englishcode-32000-consistent-v1 |
|
|
dtype: float64 |
|
|
- name: trimmed_cos_sim_to_canonical |
|
|
struct: |
|
|
- name: CohereLabs/aya-expanse-8b |
|
|
dtype: float64 |
|
|
- name: Qwen/Qwen3-8B |
|
|
dtype: float64 |
|
|
- name: bigscience/bloom |
|
|
dtype: float64 |
|
|
- name: common-pile/comma-v0.1-1t |
|
|
dtype: float64 |
|
|
- name: facebook/xglm-564M |
|
|
dtype: float64 |
|
|
- name: google-bert/bert-base-multilingual-cased |
|
|
dtype: float64 |
|
|
- name: google/byt5-small |
|
|
dtype: float64 |
|
|
- name: google/gemma-2-2b |
|
|
dtype: float64 |
|
|
- name: gpt2 |
|
|
dtype: float64 |
|
|
- name: meta-llama/Llama-3.2-1B |
|
|
dtype: float64 |
|
|
- name: microsoft/Phi-3-mini-4k-instruct |
|
|
dtype: float64 |
|
|
- name: mistralai/tekken |
|
|
dtype: float64 |
|
|
- name: tiktoken/gpt-4o |
|
|
dtype: float64 |
|
|
- name: tokenmonster/englishcode-32000-consistent-v1 |
|
|
dtype: float64 |
|
|
- name: token_counts |
|
|
struct: |
|
|
- name: CohereLabs/aya-expanse-8b |
|
|
dtype: int64 |
|
|
- name: Qwen/Qwen3-8B |
|
|
dtype: int64 |
|
|
- name: bigscience/bloom |
|
|
dtype: int64 |
|
|
- name: common-pile/comma-v0.1-1t |
|
|
dtype: int64 |
|
|
- name: facebook/xglm-564M |
|
|
dtype: int64 |
|
|
- name: google-bert/bert-base-multilingual-cased |
|
|
dtype: int64 |
|
|
- name: google/byt5-small |
|
|
dtype: int64 |
|
|
- name: google/gemma-2-2b |
|
|
dtype: int64 |
|
|
- name: gpt2 |
|
|
dtype: int64 |
|
|
- name: meta-llama/Llama-3.2-1B |
|
|
dtype: int64 |
|
|
- name: microsoft/Phi-3-mini-4k-instruct |
|
|
dtype: int64 |
|
|
- name: mistralai/tekken |
|
|
dtype: int64 |
|
|
- name: tiktoken/gpt-4o |
|
|
dtype: int64 |
|
|
- name: tokenmonster/englishcode-32000-consistent-v1 |
|
|
dtype: int64 |
|
|
splits: |
|
|
- name: test |
|
|
num_bytes: 580 |
|
|
num_examples: 1 |
|
|
download_size: 27964 |
|
|
dataset_size: 580 |
|
|
configs: |
|
|
- config_name: tokenizer_robustness_completion_general_abbreviations |
|
|
data_files: |
|
|
- split: test |
|
|
path: tokenizer_robustness_completion_general_abbreviations/test-* |
|
|
- config_name: tokenizer_robustness_completion_general_canonical |
|
|
data_files: |
|
|
- split: test |
|
|
path: tokenizer_robustness_completion_general_canonical/test-* |
|
|
- config_name: tokenizer_robustness_completion_general_character_deletion |
|
|
data_files: |
|
|
- split: test |
|
|
path: tokenizer_robustness_completion_general_character_deletion/test-* |
|
|
- config_name: tokenizer_robustness_completion_general_currency_symbol |
|
|
data_files: |
|
|
- split: test |
|
|
path: tokenizer_robustness_completion_general_currency_symbol/test-* |
|
|
- config_name: tokenizer_robustness_completion_general_date_formats |
|
|
data_files: |
|
|
- split: test |
|
|
path: tokenizer_robustness_completion_general_date_formats/test-* |
|
|
- config_name: tokenizer_robustness_completion_general_unusual_formatting |
|
|
data_files: |
|
|
- split: test |
|
|
path: tokenizer_robustness_completion_general_unusual_formatting/test-* |
|
|
language: |
|
|
- en |
|
|
size_categories: |
|
|
- n<1K |
|
|
--- |
|
|
# Dataset Card for Tokenization Robustness |
|
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|
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|
<!-- Provide a quick summary of the dataset. --> |
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|
<img src="toksuite-logo.png" alt="TokSuite Logo" width="250px" style="margin-left:'auto' margin-right:'auto' display:'block'"/> |
|
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|
|
|
## TokSuite Bonus Benchmarks (General Collection) |
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|
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|
|
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. |
|
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|
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|
|
|
## Additional Information |
|
|
|
|
|
### Dataset Curators |
|
|
|
|
|
The dataset was curated by the **TokSuite research team at R3**. |
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|
|
### Licensing Information |
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|
|
MIT License |
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|
|
|
|
### 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](TBD) |
|
|
|
|
|
### 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. |
|
|
|
|
|
--- |
|
|
|
|
|
<div align="center"> |
|
|
|
|
|
**Part of the [TokSuite Project](TBD)** |
|
|
|
|
|
*Understanding Tokenization's Role in Language Model Behavior* |
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|
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|
|
</div> |
|
|
|
