use std::time::Instant; use aha::models::{GenerateModel, qwen3vl::generate::Qwen3VLGenerateModel}; use aha_openai_dive::v1::resources::chat::ChatCompletionParameters; use anyhow::Result; #[test] fn gelab_zero_generate() -> Result<()> { // test with cuda: RUST_BACKTRACE=1 cargo test -F cuda gelab_zero_generate -r -- --nocapture let model_path = "/home/jhq/huggingface_model/stepfun-ai/GELab-Zero-4B-preview"; let message = r#" { "model": "gelab-zero", "messages": [ { "role": "user", "content": [ { "type": "text", "text": "Hello, GELab-Zero!, 现在几点了" } ] } ], "tools": [ { "type": "function", "function": { "name": "get_current_time", "description": "当你想知道现在的时间时非常有用。", "parameters": {} } }, { "type": "function", "function": { "name": "get_current_weather", "description": "当你想查询指定城市的天气时非常有用。", "parameters": { "type": "object", "properties": { "location": { "type": "string", "description": "城市或县区,比如北京市、杭州市、余杭区等。" } }, "required": ["location"] } } } ], "tool_choice": null } "#; let mes: ChatCompletionParameters = serde_json::from_str(message)?; let i_start = Instant::now(); let mut qwen3vl = Qwen3VLGenerateModel::init(model_path, None, None)?; let i_duration = i_start.elapsed(); println!("Time elapsed in load model is: {:?}", i_duration); let i_start = Instant::now(); let res = qwen3vl.generate(mes)?; let i_duration = i_start.elapsed(); println!("generate: \n {:?}", res); println!("Time elapsed in generate is: {:?}", i_duration); Ok(()) }