diff --git a/align_system/algorithms/outlines_adm.py b/align_system/algorithms/outlines_adm.py index 7d34ed97..a23a11dc 100644 --- a/align_system/algorithms/outlines_adm.py +++ b/align_system/algorithms/outlines_adm.py @@ -7,6 +7,7 @@ import outlines from outlines.samplers import MultinomialSampler +from outlines.models.vllm import VLLM import jinja2 from rich.highlighter import JSONHighlighter from swagger_client.models import ( @@ -73,11 +74,10 @@ def __init__(self, model_kwargs['torch_dtype'] = torch_dtype - self.model = outlines.models.transformers( + self.model = outlines.models.vllm( model_name, - device=device, - model_kwargs=model_kwargs, - tokenizer_kwargs=kwargs.get('tokenizer_kwargs', {})) + device=device + ) # NOTE: In cases where we want multiple samples, we're passing # in a list of prompts (this allows us to shuffle answers in # each prompt), rather than setting the number of samples in @@ -86,7 +86,7 @@ def __init__(self, self.sampler = sampler def dialog_to_prompt(self, dialog): - tokenizer = self.model.tokenizer.tokenizer + tokenizer = self.model.tokenizer try: encoded_dialog = tokenizer.apply_chat_template(dialog) @@ -218,32 +218,48 @@ def top_level_choose_action(self, if "incontext" in kwargs and "number" in incontext_settings and incontext_settings["number"] > 0: scenario_to_match = scenario_state_description_1(scenario_state) prompt_to_match, _ = self._state_to_top_level_prompt(scenario_state, available_actions) - + # Create positive ICL example generators positive_target = {'kdma': kdma, 'name': name, 'value': value} - positive_icl_example_generator = incontext_utils.BaselineIncontextExampleGenerator(incontext_settings, - [positive_target]) + positive_icl_example_generator = ( + incontext_utils.BaselineIncontextExampleGenerator( + incontext_settings, + [positive_target] + ) + ) # Get subset of relevant of examples - positive_selected_icl_examples = positive_icl_example_generator.select_icl_examples(kdma, - scenario_to_match, - prompt_to_match) + positive_selected_icl_examples = ( + positive_icl_example_generator.select_icl_examples( + kdma, + scenario_to_match, + prompt_to_match + ) + ) # Create positive ICL prompts for icl_sample in positive_selected_icl_examples: positive_icl_examples.extend([ {"role": "user", "content": icl_sample['prompt']}, {"role": "assistant", "content": f'{icl_sample["response"]}'} ]) - + # Create negative ICL prompts if num_negative_samples > 0: # Create negative ICL example generators negative_target = {'kdma': kdma, 'name': name, 'value': negative_value} - negative_icl_example_generator = incontext_utils.BaselineIncontextExampleGenerator(incontext_settings, - [negative_target]) + negative_icl_example_generator = ( + incontext_utils.BaselineIncontextExampleGenerator( + incontext_settings, + [negative_target] + ) + ) # Get subset of relevant of examples - negative_selected_icl_examples = negative_icl_example_generator.select_icl_examples(kdma, - scenario_to_match, - prompt_to_match) + negative_selected_icl_examples = ( + negative_icl_example_generator.select_icl_examples( + kdma, + scenario_to_match, + prompt_to_match + ) + ) for icl_sample in negative_selected_icl_examples: negative_icl_examples.extend([ {"role": "user", "content": icl_sample['prompt']}, diff --git a/poetry.lock b/poetry.lock index 764a4161..cfc64ffd 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.5.1 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand. 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