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Switch to Mistral 7B GGUF
Browse files
app.py
CHANGED
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@@ -1,14 +1,14 @@
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import gradio as gr
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from ctransformers import AutoModelForCausalLM
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MODEL_REPO = "
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MODEL_FILE = "
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print("Loading model...")
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llm = AutoModelForCausalLM.from_pretrained(
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MODEL_REPO,
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model_file=MODEL_FILE,
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model_type="
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gpu_layers=0,
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context_length=2048,
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)
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@@ -18,15 +18,18 @@ def respond(message: str, history: list[list[str]]) -> str:
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for user_msg, bot_msg in history:
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prompt += f"<|im_start|>user\n{user_msg}\n<|im_end|>\n"
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prompt += f"<|im_start|>assistant\n{bot_msg}\n<|im_end|>\n"
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prompt += f"<|im_start|>user\n{message}\n<|im_end|>\n<|im_start|>assistant\n"
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out = llm(
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prompt,
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max_new_tokens=
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temperature=0.7,
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top_p=0.9,
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stop=["<|im_end|>"],
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)
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return out
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if __name__ == "__main__":
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gr.ChatInterface(respond).launch()
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import gradio as gr
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from ctransformers import AutoModelForCausalLM
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MODEL_REPO = "TheBloke/Mistral-7B-Instruct-v0.2-GGUF"
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MODEL_FILE = "mistral-7b-instruct-v0.2.Q4_K_M.gguf"
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print("Loading model...")
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llm = AutoModelForCausalLM.from_pretrained(
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MODEL_REPO,
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model_file=MODEL_FILE,
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model_type="mistral",
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gpu_layers=0,
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context_length=2048,
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)
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for user_msg, bot_msg in history:
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prompt += f"<|im_start|>user\n{user_msg}\n<|im_end|>\n"
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prompt += f"<|im_start|>assistant\n{bot_msg}\n<|im_end|>\n"
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+
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prompt += f"<|im_start|>user\n{message}\n<|im_end|>\n<|im_start|>assistant\n"
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+
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out = llm(
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prompt,
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max_new_tokens=256,
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temperature=0.7,
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top_p=0.9,
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stop=["<|im_end|>"],
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)
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return out["text"]
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+
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if __name__ == "__main__":
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gr.ChatInterface(respond).launch()
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