nncase: An End-to-End Compiler for Efficient LLM Deployment on Heterogeneous Storage Architectures
Published:Dec 25, 2025 08:27
•1 min read
•ArXiv
Analysis
The article introduces nncase, a compiler designed to optimize the deployment of Large Language Models (LLMs) on systems with diverse storage architectures. This suggests a focus on improving the efficiency and performance of LLMs, particularly in resource-constrained environments. The mention of 'end-to-end' implies a comprehensive solution, potentially covering model conversion, optimization, and deployment.
Key Takeaways
- •nncase is a compiler for efficient LLM deployment.
- •It targets heterogeneous storage architectures.
- •The focus is on improving LLM performance and efficiency.
Reference
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