CodeGeeX4, the groundbreaking 9billionparameter model that outperforms even Meta AI's CodeLlama 70B! Despite its compact size, CodeGeeX4 delivers unparalleled performance and efficiency, making it the most powerful model under 10 billion parameters.

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[Link's Used]:
Github Repo: https://github.com/THUDM/CodeGeeX4?ta...
Model Card: https://huggingface.co/THUDM/codegeex...
Demo: https://huggingface.co/spaces/THUDM/C...
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*Key Highlights:*
*Top Performance:* CodeGeeX4 outshines larger models with a perfect balance between inference performance and effectiveness.
*Comprehensive Functions:* Supports code completion, generation, interpretation, web search, function calls, and repositorylevel Q&A.
*Superior Benchmark Results:* Achieves the highest scores on BigCodeBench and NaturalCodeBench for models under 20 billion parameters.
*UserFriendly Integration:* Easily integrates into developer workflows using the transformers library.
*Flexible Compatibility:* Works seamlessly with both GPUs and CPUs.
*Precision and Efficiency:* Ideal for developing complex algorithms and automating repetitive coding tasks.
*Unique Function Call Capabilities:* Execute and interpret functions within generated code for realworld applications.
*Outstanding Execution Success Rate:* Boasts a better execution success rate than GPT4.

*Performance Evaluation:*
| Model | Seq Length | HumanEval | MBPP | NCB | LCB | HumanEvalFIM | CRUXEvalO |
|||||||||
| Llama370Binstruct | 8K | 77.4 | 82.3 | 37.0 | 27.4 | | |
| DeepSeek Coder 33B Instruct | 16K | 81.1 | 80.4 | 39.3 | 29.3 | 78.2 | 49.9 |
| Codestral22B | 32K | 81.1 | 78.2 | 46.0 | 35.3 | 91.6 | 51.3 |
| CodeGeeX4All9B | 128K | 82.3 | 75.7 | 40.4 | 28.5 | 85.0 | 47.1 |

CodeGeeX4ALL9B scored 48.9 and 40.4 on the BigCodeBench complete and instruct tasks, showcasing its exceptional robustness and reliability in realworld applications.

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*Additional Tags and Keywords:*
CodeGeeX4, Code Generation, AI Models, Multilingual Code Generation, Code Completion, Transformers Library, GPU Compatibility, CPU Compatibility, AI Coding, Code Interpretation, Code Q&A, Software Development, BigCodeBench, NaturalCodeBench, Function Call Capabilities, Inference Performance, CodeLlama, Open Source LLM, GLM49b

*Hashtags:*
#CodeGeeX4 #codegeneration #aimodels #softwaredevelopment #coding #techinnovation #ai #machinelearning #opensource