1 repo
Awesome GitHub RepositoriesOptimization Tools
Techniques and tools for running models on resource-constrained hardware.
Distinguishing note: Focuses on quantization and efficiency for limited hardware rather than general inference.
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Awesome Optimization Tools GitHub Repositories
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- zai-org/ChatGLM-6B
zai-org/ChatGLM-6B
41,232View on GitHubChatGLM-6B is a generative AI inference engine designed for local execution of transformer-based language models. It provides a comprehensive runtime environment that allows users to load and run pre-trained neural network weights directly on their own hardware, ensuring data privacy and independence from external cloud services. The project distinguishes itself through a hardware-agnostic execution backend that supports deployment across diverse environments, including standard processors, Apple Silicon, and multi-GPU configurations. It incorporates advanced optimization techniques such as w
Optimizes large models for consumer-grade hardware using quantization and efficient resource management.
Python
