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Jangwook Kim5d ago • 9 min read
Intel OpenVINO 2026.0: Run LLMs on NPU for Free
OpenVINO 2026.0 brings full NPU LLM support, a Unified Runtime Scheduler, and INT4 quantization. Ins...
#openvino#intel#npu#ondeviceai
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ANKUSH CHOUDHARY JOHAL2d ago • 14 min read
The Unexpected migration in OpenVINO vs vLLM: A Head-to-Head
In Q3 2024, 68% of LLM deployment teams reported overspending on inference infrastructure by ≥40% du...
#unexpected#migration#openvino#vllm
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ANKUSH CHOUDHARY JOHAL4d ago • 13 min read
Why We Switched from OpenVINO 2024.3 to LangChain 0.2 for quantization
In Q3 2024, our inference pipeline’s p99 latency hit 2.1 seconds for 7B parameter LLMs quantized to....
#switched#openvino#20243#langchain
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ANKUSH CHOUDHARY JOHAL5d ago • 14 min read
The setup Guide to RAG with OpenVINO 2024.3 and ONNX Runtime 1.18
RAG pipelines built with OpenVINO 2024.3 and ONNX Runtime 1.18 deliver 42% lower p99 latency and 37%...
#setup#guide#openvino#20243
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ANKUSH CHOUDHARY JOHAL5d ago • 13 min read
TensorRT checklist OpenVINO: The Performance Battle performance for Engineers
In 2024, we benchmarked 127 production-grade CV and LLM models across 4 GPU architectures and 2 Inte...
#tensorrt#checklist#openvino#performance
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ANKUSH CHOUDHARY JOHAL3d ago • 17 min read
Compare benchmark with OpenVINO and Hugging Face: Lessons Learned
In 2024, we ran 10,000 inference iterations across 12 model families and found OpenVINO outperforms....
#compare#benchmark#openvino#hugging
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ANKUSH CHOUDHARY JOHAL5d ago • 3 min read
TensorRT deep dive OpenVINO: Avoid deployment for Developers
TensorRT Deep Dive OpenVINO: Avoid Deployment for Developers For developers working on...
#tensorrt#deep#dive#openvino
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