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- BigDL: Distributed TensorFlow, Keras and PyTorch on Apache Spark/Flink & Ray
- Advanced Quantization Algorithm for LLMs/VLMs.
- SOTA low-bit LLM quantization (INT8/FP8/INT4/FP4/NF4) & sparsity; leading model compression techniques on TensorFlow, PyTorch, and ONNX Runtime
AI-Playground
Publicai-containers
PublicThis repository contains Dockerfiles, scripts, yaml files, Helm charts, etc. used to scale out AI containers with versions of TensorFlow and PyTorch that have been optimized for Intel platforms. Scaling is done with python, Docker, kubernetes, kubeflow, cnvrg.io, Helm, and other container orchestration frameworks for use in the cloud and on-premisevpl-gpu-rt
Publictiny-tensor-compiler
Public- Library for modelling performance costs of different Neural Network workloads on NPU devices
- Known vulnerability scanning for your GitHub repository using CVE Binary Tool. This Action can scan binaries, component lists and SBOMs for known vulnerabilities and CVEs. It can generate SBOM component lists as well as reports in the Security Tab and in HTML/JSON/PDF format.
- Toolkit for managing and monitoring Kubernetes clusters; includes a Curses-based console UI as well as a few command-line tools.
lkvs
Public- Collection of Intel device plugins for Kubernetes
- The Intel® In-Band Manageability Framework enables an administrator to perform critical Device Management operations over-the-air remotely from the cloud. It also facilitates the publishing of telemetry and critical events and logs from an IoT device to the cloud enabling the administrator to take corrective actions if, and when necessary. The f…