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@ppsirius
Created August 23, 2026 18:36
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How to fit qwen3.8 27B on 5070 Ti 16GB VRAM
# gguf from https://huggingface.co/unsloth/Qwen3.8-27B-GGUF
# template jinja from https://huggingface.co/froggeric/Qwen-Fixed-Chat-Templates
./build/bin/llama-server \
-m models/Qwen3.8-27B-UD-IQ4_XS.gguf \
--alias "qwen3.8-27b-q4" \
--mmproj models/mmproj-BF16.gguf \
--no-mmproj-offload \
--image-min-tokens 1024 \
--image-max-tokens 1024 \
--fit off \
-ngl 999 \
-c 64512 \
-ctk q5_0 \
-ctv q5_0 \
-fa on \
-np 1 \
-b 256 \
-ub 128 \
--cache-reuse 64 \
-t 12 \
--jinja \
--chat-template-file models/qwen-fixed-chat-template.jinja \
--chat-template-kwargs '{"reasoning_effort":"medium"}' \
--reasoning on \
--reasoning-budget 8192 \
--temp 1.0 \
--top-p 0.95 \
--top-k 20 \
--min-p 0.0 \
--presence-penalty 0.0 \
--repeat-penalty 1.0 \
--host 127.0.0.1 \
--cors-origins localhost \
--port 8080
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