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5 docs tagged with "sparsezoo"

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Deploying LLMs

Deploy large language models (LLMs) for text generation using Neural Magic's DeepSparse. This doc includes code examples, performance benchmarking, and server setup.

Installing SparseZoo

Install SparseZoo, Neural Magic's repository of pre-sparsified models, or learn how to access it through SparseML and DeepSparse.

Optimizing LLMs

Optimize large language models (LLMs) for efficient inference using one-shot pruning and quantization. Learn how to improve model performance and reduce costs without sacrificing accuracy.

Sparse Fine-Tuning With LLMs

Improve the performance of your large language models (LLMs) through fine-tuning with Neural Magic's SparseML. Optimize LLMs for specific tasks while maintaining accuracy.

Sparse Transferring LLMs

Adapt large language models (LLMs) to new domains and tasks using sparse transfer learning with Neural Magic's SparseML. Maintain accuracy while optimizing for efficiency.