BennyWang commited on
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Initial model upload, add README and MLC config

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.gitattributes CHANGED
@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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README.md ADDED
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+ ---
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+ library_name: mlc-llm
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+ base_model: Qwen/Qwen2.5-0.5B-Instruct
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+ tags:
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+ - mlc-llm
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+ - web-llm
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+ ---
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+
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+ # Qwen2.5-0.5B-Instruct-q4f16_1-MLC
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+
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+ This is the [Qwen2.5-0.5B-Instruct](https://huggingface.co/Qwen/Qwen2.5-0.5B-Instruct) model in MLC format `q4f16_1`.
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+ The model can be used for projects [MLC-LLM](https://github.com/mlc-ai/mlc-llm) and [WebLLM](https://github.com/mlc-ai/web-llm).
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+
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+ ## Demo App and Model Training
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+ **Model Training:** Detailed training procedures, dataset configurations, and curriculum learning stages used to fine-tune this model are documented in the [Individual Studies repository](https://github.com/BennyWang1007/Individual-studies)
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+
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+ **Demo Application:** To explore the model's capabilities in a real-world mobile setup, refer to the companion app repository: [Individual Studies App](https://github.com/BennyWang1007/Individual-studies-app)
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+
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+ ## Example Usage
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+
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+ Here are some examples of using this model in MLC LLM.
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+ Before running the examples, please install MLC LLM by following the [installation documentation](https://llm.mlc.ai/docs/install/mlc_llm.html#install-mlc-packages).
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+
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+ ### Chat
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+
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+ In command line, run
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+ ```bash
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+ mlc_llm chat HF://BennyWang/Qwen2.5-0.5B-Instruct-cl-24233news-5stg-v4-lr_adj-q4f16_1-MLC
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+ ```
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+
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+ ### REST Server
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+
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+ In command line, run
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+ ```bash
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+ mlc_llm serve HF://BennyWang/Qwen2.5-0.5B-Instruct-cl-24233news-5stg-v4-lr_adj-q4f16_1-MLC
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+ ```
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+
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+ ### Python API
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+
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+ ```python
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+ from mlc_llm import MLCEngine
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+
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+ # Create engine
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+ model = "HF://BennyWang/Qwen2.5-0.5B-Instruct-cl-24233news-5stg-v4-lr_adj-q4f16_1-MLC"
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+ engine = MLCEngine(model)
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+
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+ # Run chat completion in OpenAI API.
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+ for response in engine.chat.completions.create(
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+ messages=[{"role": "user", "content": "What is the meaning of life?"}],
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+ model=model,
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+ stream=True,
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+ ):
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+ for choice in response.choices:
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+ print(choice.delta.content, end="", flush=True)
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+ print("\n")
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+
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+ engine.terminate()
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+ ```
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+
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+ ## Documentation
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+
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+ For more information on MLC LLM project, please visit our [documentation](https://llm.mlc.ai/docs/) and [GitHub repo](http://github.com/mlc-ai/mlc-llm).
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+
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