DimasMP3 commited on
Commit ·
959b2d1
1
Parent(s): c6791fe
feat: Configure model loading with `BitsAndBytesConfig` for 4-bit quantization.
Browse files
app.py
CHANGED
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@@ -1,16 +1,24 @@
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import gradio as gr
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import torch
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from transformers import AutoModelForCausalLM, AutoTokenizer, TextIteratorStreamer
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from threading import Thread
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MODEL_ID = "DimasMP3/qwen2.5-math-finetuned-7b"
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tokenizer = AutoTokenizer.from_pretrained(MODEL_ID)
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model = AutoModelForCausalLM.from_pretrained(
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MODEL_ID,
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device_map="auto",
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load_in_4bit=True,
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low_cpu_mem_usage=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, TextIteratorStreamer, BitsAndBytesConfig
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from threading import Thread
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MODEL_ID = "DimasMP3/qwen2.5-math-finetuned-7b"
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bnb_config = BitsAndBytesConfig(
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load_in_4bit=True,
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bnb_4bit_use_double_quant=True,
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bnb_4bit_quant_type="nf4",
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bnb_4bit_compute_dtype=torch.float16
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)
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tokenizer = AutoTokenizer.from_pretrained(MODEL_ID)
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model = AutoModelForCausalLM.from_pretrained(
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MODEL_ID,
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quantization_config=bnb_config,
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device_map="auto",
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low_cpu_mem_usage=True
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)
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