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@@ -63,7 +63,9 @@ The Narrow Transformer (NT) model NT-Java-1.1B is an open-source specialized cod
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  ### Intended use
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- Large code models require specialized hardware like GPUs for inference, highlighting the need for research into building small code models that can be deployed on developer desktops. This model addresses the gap by focusing on the development of a small Java code model and introducing a quantized version of NT-Java-1.1B, which performs comparably to open 1.1B models on MultiPL-E Java code benchmarks, making it ideal for desktop deployment.
 
 
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  **Feel free to share your generations in the Community tab!**
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  ### Intended use
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+ Large code models require specialized hardware like GPUs for inference, highlighting the need for research into building small code models that can be deployed on developer desktops. Being a small language model (SLM), the NT-Java-1.1B can be deployed on consumer-grade PCs. It outperforms comparably-sized open-source code models in Java programming tasks. Feel free to explore this powerful language model for your Java projects!
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+ Quantized versions of NT-Java-1.1B, NT-Java-1.1B-GGML & NT-Java-1.1B-GGUF, performs comparably to open 1B models on MultiPL-E Java code benchmarks and can be used with multiple frameworks, including Ctranslate2, GPT4ALL, etc., making it versatile for various deployment scenarios.
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  **Feel free to share your generations in the Community tab!**
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