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LLM

Language models on hardware you already own. Quantization trade-offs, context length limits, and token rates measured with the conditions attached.

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  • Official source LLMVerified Aug 29, 2026GLM-5.3-Flash open weights: what the model card says, and what it means for a 12GB cardA 320B parameter multimodal MoE released under MIT. What the model card states, and why a 12GB card is the wrong first question to ask about it.

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Measurements describe the exact hardware, driver and runtime versions listed with them. Results on other configurations will differ. Nothing here is published without a human review of the final text. See the AI policy and the methodology. © 2026 Hands-on AI Lab.