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1 change: 1 addition & 0 deletions src/lighteval/models/abstract_model.py
Original file line number Diff line number Diff line change
Expand Up @@ -81,6 +81,7 @@ class ModelConfig(BaseModel, extra="forbid"):

generation_parameters: GenerationParameters = GenerationParameters()
system_prompt: str | None = None
enable_thinking: bool | None = None
cache_dir: str = "~/.cache/huggingface/lighteval"

@classmethod
Expand Down
5 changes: 4 additions & 1 deletion src/lighteval/models/transformers/transformers_model.py
Original file line number Diff line number Diff line change
Expand Up @@ -229,7 +229,10 @@ def __init__(
model_size = -1

self.prompt_manager = PromptManager(
use_chat_template=self.use_chat_template, tokenizer=self.tokenizer, system_prompt=config.system_prompt
use_chat_template=self.use_chat_template,
tokenizer=self.tokenizer,
system_prompt=config.system_prompt,
enable_thinking=config.enable_thinking,
)

# Initialize cache for tokenization and predictions
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4 changes: 3 additions & 1 deletion src/lighteval/models/vllm/vllm_model.py
Original file line number Diff line number Diff line change
Expand Up @@ -202,7 +202,9 @@ def __init__(

self.pairwise_tokenization = config.pairwise_tokenization

self.prompt_manager = PromptManager(self.use_chat_template, self.tokenizer, config.system_prompt)
self.prompt_manager = PromptManager(
self.use_chat_template, self.tokenizer, config.system_prompt, config.enable_thinking
)

# Initialize cache for tokenization and predictions
self._cache = SampleCache(config)
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15 changes: 14 additions & 1 deletion src/lighteval/tasks/prompt_manager.py
Original file line number Diff line number Diff line change
Expand Up @@ -40,8 +40,15 @@


class PromptManager:
def __init__(self, use_chat_template: bool = False, tokenizer=None, system_prompt: str | None = None):
def __init__(
self,
use_chat_template: bool = False,
tokenizer=None,
system_prompt: str | None = None,
enable_thinking: bool | None = None,
):
self.use_chat_template = use_chat_template
self.enable_thinking = enable_thinking
self.tokenizer = tokenizer
self.system_prompt = system_prompt # System prompt to be used in chat templates

Expand Down Expand Up @@ -119,10 +126,16 @@ def _prepare_chat_template(self, doc: Doc, tokenize: bool = True) -> str:
if tokenize: # for local models
assert self.tokenizer is not None, "Tokenizer must be set for chat template formatting."

if self.enable_thinking is not None:
tokenizer_kwargs = {"enable_thinking": self.enable_thinking}
else:
tokenizer_kwargs = {}

return self.tokenizer.apply_chat_template(
messages,
tokenize=False,
add_generation_prompt=True,
**tokenizer_kwargs,
)

else: # for apis
Expand Down
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