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Update app.py
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app.py
CHANGED
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@@ -1,7 +1,7 @@
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import gradio as gr
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import torch
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from transformers import AutoModelForCausalLM, AutoTokenizer
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-
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import logging
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# Set up logging
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@@ -38,14 +38,14 @@ if tokenizer.pad_token_id is None:
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logger.info("Set pad_token_id to eos_token_id.")
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def load_model():
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"""Load model inside GPU context
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global model
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if model is None:
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try:
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logger.info("Loading model with CPU fallback (full precision)...")
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model = AutoModelForCausalLM.from_pretrained(
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MODEL_NAME,
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torch_dtype=torch.float16, # Use fp16 for memory efficiency
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low_cpu_mem_usage=True,
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trust_remote_code=True,
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)
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import gradio as gr
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import torch
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from transformers import AutoModelForCausalLM, AutoTokenizer
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import spaces # Explicit import for GPU decorator
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import logging
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# Set up logging
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logger.info("Set pad_token_id to eos_token_id.")
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def load_model():
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"""Load model inside GPU context."""
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global model
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if model is None:
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try:
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logger.info("Loading model with CPU fallback (full precision)...")
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model = AutoModelForCausalLM.from_pretrained(
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MODEL_NAME,
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torch_dtype=torch.float16, # Use fp16 for memory efficiency
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low_cpu_mem_usage=True,
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trust_remote_code=True,
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)
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