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Alibaba's Coin 3: A Major Leap in Open-Source AI Models

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Introduction to Coin 3

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    Alibaba has released a new open-source language model named Coin 3.

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    Coin 3 has 235 billion total parameters and 22 billion active parameters.

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    This model is said to outperform Kimmy K2 across various benchmarks.

Model Structure and Features

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    Coin 3 employs a dual model approach, with an instruct model for dialogue and instruction following, and a thinking model for logical reasoning.

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    The model demonstrates significant improvements in instruction following, logic, text comprehension, and coding.

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    It features enhanced 256k context understanding and better alignment with human preferences in conversation.

Performance Benchmarks

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    Coin 3 achieves top scores in coding, math, agentic testing, and tool usage, competing well against Kimmy K2.

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    It outperforms Opus and DeepSeek V3 in several tests.

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    The model is accessible through Quen's chatbot and can be installed locally.

Practical Applications

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    The model generated SVG code to create a butterfly, achieving satisfactory results.

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    It was tasked with building a responsive task management web app, generating approximately 1300 lines of code.

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    A Python script was created to scrape YouTube video data and visualize it, successfully detailing metrics such as title and views.

Reasoning Capability Test

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    The model was tested on a classic river crossing logic puzzle, providing a step-by-step solution.

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    Responses demonstrated the model's ability to track multiple entities and their states effectively.

Conclusion and Future Outlook

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    Alibaba's removal of the hybrid thinking mode has improved the model's performance.

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    Users can choose the appropriate model for specific tasks, enhancing the clarity and effectiveness of outputs.

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    Continuous updates and improvements are expected for this model series.

Qwen 3 2507: NEW Opensource LLM KING! NEW CODER! Beats Opus 4, Kimi K2, and GPT-4.1 (Fully Tested)