It's quite a bit of Laravel code, but you analyzed all of it, found the errors, and resolved them.
It's a CMS series, but it's implemented somewhat complexly, so I intentionally made it have errors to test it, and you fixed it. Even with cursor, it couldn't keep its focus and had to come back several times and got confused.
Right now I'm running it on Ubuntu with a 5600x, RTX 3090 24G, and RAM 80GB system. I switched from vllm to llama, and now it's running perfectly with a 128k ctx. The speed is incredibly fast. I was shocked.
Anyway, I'm quite amazed and impressed right now.
By the way, I'll share the operation settings I'm using.
/usr/local/bin/llama-server
-m /home/models/unsloth/Qwen3.6-35B-A3B-GGUF/Qwen3.6-35B-A3B-UD-Q4_K_XL.gguf
--mmproj /home/models/unsloth/Qwen3.6-35B-A3B-GGUF/mmproj-F16.gguf
--alias Qwen3.6-35B-A3B
--host 0.0.0.0
--port 8000
--temp 0.6
--top-p 0.95
--top-k 20
--min-p 0.00
--kv-unified
--cache-type-k q4_0
--cache-type-v q4_0
--flash-attn on
--fit on
--ctx-size 131072
--api-key sk-.......... (user's desired api key)
-ngl 99
That's all.
The token output speed is crazy, seriously. Wow, it's amazing.