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# HyperCache AI — Unified KV-Cache & Vector DB Acceleration SDK
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**Cut LLM KV-Cache VRAM by 58.2% (`+30%` faster decoding) AND compress Vector Database / RAG Embeddings by 57.3% (`2.34x` faster search) with zero model retraining.**
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---
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library_name: pytorch
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license: other
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tags:
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- kv-cache
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- llm
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- rag
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- vector-database
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- model-compression
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- qwen2
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- llama-3
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pipeline_tag: text-generation
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---
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# HyperCache AI — Unified KV-Cache & Vector DB Acceleration SDK
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**Cut LLM KV-Cache VRAM by 58.2% (`+30%` faster decoding) AND compress Vector Database / RAG Embeddings by 57.3% (`2.34x` faster search) with zero model retraining.**
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