Skip to content

Added RobertaTokenizer #188

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Merged
merged 3 commits into from
Mar 27, 2025
Merged

Conversation

jkrukowski
Copy link
Contributor

@jkrukowski jkrukowski commented Mar 6, 2025

This PR adds RobertaTokenizer.

It was tested against the python transformers implementation with the following code:

from transformers import AutoTokenizer

model_path = "FacebookAI/roberta-base"
# tested as well with ibm-granite/granite-embedding-30m-english

tokenizer = AutoTokenizer.from_pretrained(model_path)
assert tokenizer.tokenize("l'eure") == ["l", "'", "e", "ure"]
result = tokenizer(["l'eure"])
assert result['input_ids'][0] == [0, 462, 108, 242, 2407, 2]

assert tokenizer.tokenize("mąka") == ["m", "Ä", "ħ", "ka"]
result = tokenizer(["mąka"])
assert result['input_ids'][0] == [0, 119, 649, 5782, 2348, 2]

assert tokenizer.tokenize("département") == ["d", "é", "part", "ement"]
result = tokenizer(["département"])
assert result['input_ids'][0] == [0, 417, 1140, 7755, 6285, 2]

assert tokenizer.tokenize("Who are you?") == ["Who", "Ġare", "Ġyou", "?"]
result = tokenizer(["Who are you?"])
assert result['input_ids'][0] == [0, 12375, 32, 47, 116, 2]

assert tokenizer.tokenize(" Who are you? ") == ["ĠWho", "Ġare", "Ġyou", "?", "Ġ"]
result = tokenizer([" Who are you? "])
assert result['input_ids'][0] == [0, 3394, 32, 47, 116, 1437, 2]

assert tokenizer.tokenize("<s>Who are you?</s>") == ["<s>", "Who", "Ġare", "Ġyou", "?", "</s>"]
result = tokenizer(["<s>Who are you?</s>"])
assert result['input_ids'][0] == [0, 0, 12375, 32, 47, 116, 2, 2]

@FL33TW00D
Copy link
Collaborator

Sorry for the delay reviewing this, looks brilliant great work!

@FL33TW00D FL33TW00D merged commit 41f26a3 into huggingface:main Mar 27, 2025
2 checks passed
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Labels
None yet
Projects
None yet
Development

Successfully merging this pull request may close these issues.

2 participants