`i ddlmZddlmZmZddlZddlmZ d dejdeedeed eee d ef d Z dS) )copy)ListOptionalN) LLTokenizer hf_tokenizern_vocab eos_tokenslicesreturnc,t|tjrlt|j}|||}||j}t||||Std)aN Create a new tokenizer from a fast Hugging Face tokenizer. This is an expensive operation (~1s), so the result should be cached. It currently only supports fast tokenizers, which are then handled by the Rust tokenizers library. Args: hf_tokenizer: transformers.PreTrainedTokenizerFast - the tokenizer to wrap n_vocab: int - override the size of the vocabulary eos_token: int - override the EOS token slices: List[str] - configuration for slicer optimization; pass [] to disable, or None to use the default configuration N)r r r z"Only fast tokenizers are supported) isinstance transformersPreTrainedTokenizerFastrbackend_tokenizer no_padding no_truncationto_str eos_token_idr ValueError)rr r r rss a/home/jaya/work/projects/VOICE-AGENT/VIET/agent-env/lib/python3.11/site-packages/llguidance/hf.pyfrom_tokenizerr s(, DEE?!  *   $$&&&'')))  $ $ & &  $1I1g6RRRR=>>>)NNN) rtypingrrr_librrintstrrrrr s!!!!!!!! "#"& &?&?6&? c]&?}&? T#Y  &?  &?&?&?&?&?&?r