CodeGeeX4, the groundbreaking 9-billion-parameter 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: github.com/THUDM/CodeGeeX4?ta...
Model Card: huggingface.co/THUDM/codegeex...
Demo: huggingface.co/spaces/THUDM/C...
LM Studio Download Tutorial: • LM Studio: Easiest Way...
*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 repository-level Q&A.
- *Superior Benchmark Results:* Achieves the highest scores on BigCodeBench and NaturalCodeBench for models under 20 billion parameters.
- *User-Friendly 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 real-world applications.
- *Outstanding Execution Success Rate:* Boasts a better execution success rate than GPT-4.
*Performance Evaluation:*
| Model | Seq Length | HumanEval | MBPP | NCB | LCB | HumanEvalFIM | CRUXEval-O |
|-----------------------------|------------|-----------|------|------|------|--------------|------------|
| Llama3-70B-instruct | 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 |
| Codestral-22B | 32K | 81.1 | 78.2 | 46.0 | 35.3 | 91.6 | 51.3 |
| CodeGeeX4-All-9B | 128K | 82.3 | 75.7 | 40.4 | 28.5 | 85.0 | 47.1 |
CodeGeeX4-ALL-9B scored 48.9 and 40.4 on the BigCodeBench complete and instruct tasks, showcasing its exceptional robustness and reliability in real-world 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, GLM4-9b
*Hashtags:*
#CodeGeeX4 #codegeneration #aimodels #softwaredevelopment #coding #techinnovation #ai #machinelearning #opensource