fastapi-coder-v4-GGUF : GGUF

• For text only LLMs: llama-cli -hf Shortwave0714/fastapi-coder-v4-GGUF --jinja
• For multimodal models: llama-mtmd-cli -hf Shortwave0714/fastapi-coder-v4-GGUF --jinja

Available Model files:

• qwen2.5-coder-7b-instruct.Q5_K_M.gguf

Ollama

An Ollama Modelfile is included for easy deployment. This was trained 2x faster with Unsloth