GGUF conversions of inclusionAI/Ling-3.0-flash-VL Every text quant requires the bundled 875 MB mmproj-model-f16.gguf file for vision input. Text-only chat works without it. Now supported in stock llama.cpp Merged 2026-09-24 in #29151 (commit f830688e9). Any build b11190 or newer loads these files as-is. To run with llama-server: Generally... Larger files = More precision. Smaller files = More compression = More slop and misbehavin'. Weights and context share your memory, so be sure to leave headroom. With less VRAM than the file size, keep the experts on CPU and the rest on GPU, e.g.: Recommended sampling from the source model card: temperature 0.6, topp 0.95, topk 20. Thinking mode is on…