use std::{pin::pin, time::Instant}; use aha::{ models::{GenerateModel, minicpm5::generate::MiniCPM5GenerateModel}, params::chat::ChatCompletionParameters, }; use anyhow::Result; use rocket::futures::StreamExt; #[test] fn minicpm5_generate() -> Result<()> { // test with cuda: RUST_BACKTRACE=1 cargo test -F cuda --test test_minicpm5 minicpm5_generate -r -- --nocapture let save_dir = aha::utils::get_default_save_dir().ok_or(anyhow::anyhow!("Failed to get save dir"))?; let model_path = format!("{}/OpenBMB/MiniCPM5-1B/", save_dir); let message = r#" { "temperature": 0.3, "top_p": 0.8, "model": "minicpm5", "messages": [ { "role": "user", "content": "什么是AI" } ], "enable_thinking": true } "#; let mes: ChatCompletionParameters = serde_json::from_str(message)?; let i_start = Instant::now(); let mut model = MiniCPM5GenerateModel::init(&model_path, None, None)?; let i_duration = i_start.elapsed(); println!("Time elapsed in load model is: {:?}", i_duration); let res = model.generate(mes)?; println!("generate: \n {:?}", res); if let Some(usage) = &res.usage { println!("usage: \n {:?}", usage); } Ok(()) } #[tokio::test] async fn minicpm5_stream() -> Result<()> { // test with cuda: RUST_BACKTRACE=1 cargo test -F cuda --test test_minicpm5 minicpm5_stream -r -- --nocapture let save_dir = aha::utils::get_default_save_dir().ok_or(anyhow::anyhow!("Failed to get save dir"))?; let model_path = format!("{}/OpenBMB/MiniCPM5-1B/", save_dir); let message = r#" { "model": "minicpm5", "messages": [ { "role": "user", "content": "什么是AI" } ], "enable_thinking": true } "#; let mes: ChatCompletionParameters = serde_json::from_str(message)?; let i_start = Instant::now(); let mut model = MiniCPM5GenerateModel::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 mut stream = pin!(model.generate_stream(mes)?); while let Some(item) = stream.next().await { println!("generate: \n {:?}", item); } let i_duration = i_start.elapsed(); println!("Time elapsed in generate is: {:?}", i_duration); Ok(()) }