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Update tasks/eval/model_utils.py
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tasks/eval/model_utils.py
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@@ -8,6 +8,7 @@ from tasks.eval.eval_utils import Conversation
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from models.pllava import PllavaProcessor, PllavaForConditionalGeneration, PllavaConfig
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from accelerate import init_empty_weights, dispatch_model, infer_auto_device_map,load_checkpoint_in_model
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from accelerate.utils import get_balanced_memory
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from transformers import StoppingCriteria
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class KeywordsStoppingCriteria(StoppingCriteria):
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@@ -136,6 +137,7 @@ def load_adapters(model, adapter_model_name_or_paths):
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return model
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def pllava_answer(conv: Conversation, model, processor, img_list, do_sample=True, max_new_tokens=200, num_beams=1, min_length=1, top_p=0.9,
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repetition_penalty=1.0, length_penalty=1, temperature=1.0, stop_criteria_keywords=None, print_res=False):
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# torch.cuda.empty_cache()
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from models.pllava import PllavaProcessor, PllavaForConditionalGeneration, PllavaConfig
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from accelerate import init_empty_weights, dispatch_model, infer_auto_device_map,load_checkpoint_in_model
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from accelerate.utils import get_balanced_memory
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import spaces
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from transformers import StoppingCriteria
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class KeywordsStoppingCriteria(StoppingCriteria):
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return model
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@spaces.GPU(duration=120)
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def pllava_answer(conv: Conversation, model, processor, img_list, do_sample=True, max_new_tokens=200, num_beams=1, min_length=1, top_p=0.9,
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repetition_penalty=1.0, length_penalty=1, temperature=1.0, stop_criteria_keywords=None, print_res=False):
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# torch.cuda.empty_cache()
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