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  3. CodeGeex - AI code generation and translation

CodeGeex - AI code generation and translation

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  • marcusquinnM Offline
    marcusquinnM Offline
    marcusquinn
    wrote on last edited by
    #1
    • https://github.com/THUDM/CodeGeeX
    • https://codegeex.cn/playground
    • https://alternativeto.net/software/codegeex/about/

    Self-hosted AI coding faster than you can type, and translation between languages for porting apps and features.

    We introduce CodeGeeX, a large-scale multilingual code generation model with 13 billion parameters, pre-trained on a large code corpus of more than 20 programming languages. As of June 22, 2022, CodeGeeX has been trained on more than 850 billion tokens on a cluster of 1,536 Ascend 910 AI Processors. CodeGeeX has several unique features:

    • Multilingual Code Generation: CodeGeeX has good performance for generating executable programs in several mainstream programming languages, including Python, C++, Java, JavaScript, Go, etc. DEMO
    • Crosslingual Code Translation: CodeGeeX supports the translation of code snippets between different languages. Simply by one click, CodeGeeX can transform a program into any expected language with a high accuracy. DEMO
    • Customizable Programming Assistant: CodeGeeX is available in the VS Code extension marketplace for free. It supports code completion, explanation, summarization and more, which empower users with a better coding experience. VS Code Extension
    • Open-Source and Cross-Platform: All codes and model weights are publicly available for research purposes. CodeGeeX supports both Ascend and NVIDIA platforms. It supports inference in a single Ascend 910, NVIDIA V100 or A100. Apply Model Weights

    HumanEval-X for Realistic Multilingual Benchmarking. To help standardize the evaluation of multilingual code generation and translation, we develop and release the HumanEval-X Benchmark. HumanEval-X is a new multilingual benchmark that contains 820 human-crafted coding problems in 5 programming languages (Python, C++, Java, JavaScript, and Go), each of these problems is associated with tests and solutions. Usage 🤗 Available in HuggingFace

    315c3907-7239-4945-b80f-34d4678464b5-image.png

    f4f397cf-d583-4e70-a226-5a8a95108314-image.png

    377d7d30-408d-4577-93e0-6004608a5145-image.png

    Web Design https://www.evergreen.je
    Development https://brandlight.org
    Life https://marcusquinn.com

    L 1 Reply Last reply
    5
    • marcusquinnM marcusquinn
      • https://github.com/THUDM/CodeGeeX
      • https://codegeex.cn/playground
      • https://alternativeto.net/software/codegeex/about/

      Self-hosted AI coding faster than you can type, and translation between languages for porting apps and features.

      We introduce CodeGeeX, a large-scale multilingual code generation model with 13 billion parameters, pre-trained on a large code corpus of more than 20 programming languages. As of June 22, 2022, CodeGeeX has been trained on more than 850 billion tokens on a cluster of 1,536 Ascend 910 AI Processors. CodeGeeX has several unique features:

      • Multilingual Code Generation: CodeGeeX has good performance for generating executable programs in several mainstream programming languages, including Python, C++, Java, JavaScript, Go, etc. DEMO
      • Crosslingual Code Translation: CodeGeeX supports the translation of code snippets between different languages. Simply by one click, CodeGeeX can transform a program into any expected language with a high accuracy. DEMO
      • Customizable Programming Assistant: CodeGeeX is available in the VS Code extension marketplace for free. It supports code completion, explanation, summarization and more, which empower users with a better coding experience. VS Code Extension
      • Open-Source and Cross-Platform: All codes and model weights are publicly available for research purposes. CodeGeeX supports both Ascend and NVIDIA platforms. It supports inference in a single Ascend 910, NVIDIA V100 or A100. Apply Model Weights

      HumanEval-X for Realistic Multilingual Benchmarking. To help standardize the evaluation of multilingual code generation and translation, we develop and release the HumanEval-X Benchmark. HumanEval-X is a new multilingual benchmark that contains 820 human-crafted coding problems in 5 programming languages (Python, C++, Java, JavaScript, and Go), each of these problems is associated with tests and solutions. Usage 🤗 Available in HuggingFace

      315c3907-7239-4945-b80f-34d4678464b5-image.png

      f4f397cf-d583-4e70-a226-5a8a95108314-image.png

      377d7d30-408d-4577-93e0-6004608a5145-image.png

      L Offline
      L Offline
      LoudLemur
      wrote on last edited by
      #2

      @marcusquinn

      You are great! It is exhilarating just following behind you in the slip-stream of your threads!

      You can count on my upvotes! 🙂

      Cloudron, lets recognize @marcusquinn is onto something big and help his App Requests come true.

      marcusquinnM 1 Reply Last reply
      1
      • L LoudLemur

        @marcusquinn

        You are great! It is exhilarating just following behind you in the slip-stream of your threads!

        You can count on my upvotes! 🙂

        Cloudron, lets recognize @marcusquinn is onto something big and help his App Requests come true.

        marcusquinnM Offline
        marcusquinnM Offline
        marcusquinn
        wrote on last edited by marcusquinn
        #3

        @LoudLemur The more I see what people are doing with it, the more it looks like the birth of a new higher-level way of computing, that makes todays coding methods look insanely time-expensive.

        This is happening day by day, so certainly the time to raise a hand and say; "we're in, lets build on this" ✋

        Web Design https://www.evergreen.je
        Development https://brandlight.org
        Life https://marcusquinn.com

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