Upload moondream.py
Browse files- moondream.py +5 -2
moondream.py
CHANGED
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@@ -1,7 +1,7 @@
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import torch
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from .vision_encoder import VisionEncoder
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from .configuration_moondream import MoondreamConfig
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from transformers import PreTrainedModel,
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from .modeling_phi import PhiForCausalLM
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from .configuration_moondream import PhiConfig
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@@ -62,6 +62,7 @@ class Moondream(PreTrainedModel):
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def get_input_embeddings(self):
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return self.text_model.get_input_embeddings()
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def generate(
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self,
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image_embeds,
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@@ -80,13 +81,15 @@ class Moondream(PreTrainedModel):
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with torch.no_grad():
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inputs_embeds = self.input_embeds(prompt, image_embeds, tokenizer)
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streamer =
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output_ids = self.text_model.generate(
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inputs_embeds=inputs_embeds, streamer=streamer, **generate_config
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)
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return tokenizer.batch_decode(output_ids, skip_special_tokens=True)
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def answer_question(
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self,
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image_embeds,
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import torch
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from .vision_encoder import VisionEncoder
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from .configuration_moondream import MoondreamConfig
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from transformers import PreTrainedModel, TextIteratorStreamer
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from .modeling_phi import PhiForCausalLM
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from .configuration_moondream import PhiConfig
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def get_input_embeddings(self):
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return self.text_model.get_input_embeddings()
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+
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def generate(
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self,
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image_embeds,
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with torch.no_grad():
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inputs_embeds = self.input_embeds(prompt, image_embeds, tokenizer)
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streamer = TextIteratorStreamer(tokenizer)
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output_ids = self.text_model.generate(
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inputs_embeds=inputs_embeds, streamer=streamer, **generate_config
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)
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return tokenizer.batch_decode(output_ids, skip_special_tokens=True)
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def answer_question(
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self,
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image_embeds,
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