Run Llama 4 Scout 4-Bit on One 24GB GPU

4-bit quantization compresses Llama 4 Scout's weights by up to 4x, enabling deployment on a single 24GB VRAM card while preserving complex reasoning. Use concise, structured output schemas to maximize throughput on single-GPU nodes.

<|begin_of_text|><|header_start|>user<|header_end|> Analyze this container OOMKilled dmesg trace {{TRACE}} and return JSON: {"killed_pid": int, "rss_mb": int, "recommended_memory_limit": string}.<|eot|> <|header_start|>assistant<|header_end|>