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  license: llama3.1
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- # Optimized Transformers — meta-llama/Llama-3.1-8B-Instruct
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  This package contains an auto-generated optimized build of [meta-llama/Llama-3.1-8B-Instruct](https://huggingface.co/meta-llama/Llama-3.1-8B-Instruct) produced by the NeuralNova Auto-Optimization pipeline. The forward pass of the model's bottleneck operations has been replaced with custom CUDA kernels, improving inference throughput over stock Transformers.
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  license: llama3.1
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+ # Optimized Transformers (Fine-Tuning)— meta-llama/Llama-3.1-8B-Instruct
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  This package contains an auto-generated optimized build of [meta-llama/Llama-3.1-8B-Instruct](https://huggingface.co/meta-llama/Llama-3.1-8B-Instruct) produced by the NeuralNova Auto-Optimization pipeline. The forward pass of the model's bottleneck operations has been replaced with custom CUDA kernels, improving inference throughput over stock Transformers.
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