jhqxxx
91 lines
3.2 KiB
Rust
91 lines
3.2 KiB
Rust
use std::{pin::pin, time::Instant};
|
|
|
|
use aha::models::{GenerateModel, qwen3_asr::generate::Qwen3AsrGenerateModel};
|
|
use aha_openai_dive::v1::resources::chat::ChatCompletionParameters;
|
|
use anyhow::Result;
|
|
use rocket::futures::StreamExt;
|
|
#[test]
|
|
fn qwen3_asr_generate() -> Result<()> {
|
|
// RUST_BACKTRACE=1 cargo test -F cuda qwen3_asr_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!("{}/Qwen/Qwen3-ASR-0.6B/", save_dir); //Qwen/Qwen3-ASR-1.7B
|
|
let message = r#"
|
|
{
|
|
"model": "qwen3-asr",
|
|
"messages": [
|
|
{
|
|
"role": "user",
|
|
"content": [
|
|
{
|
|
"type": "audio",
|
|
"audio_url":
|
|
{
|
|
"url": "https://package-release.coderbox.cn/aiway/test/other/%E5%93%AA%E5%90%92.wav"
|
|
}
|
|
}
|
|
]
|
|
}
|
|
]
|
|
}
|
|
"#;
|
|
// "metadata": {"language": "Chinese"}
|
|
let mes: ChatCompletionParameters = serde_json::from_str(message)?;
|
|
let i_start = Instant::now();
|
|
let mut model = Qwen3AsrGenerateModel::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 = model.generate(mes)?;
|
|
let i_duration = i_start.elapsed();
|
|
println!("generate: \n {:?}", res);
|
|
if let Some(usage) = &res.usage {
|
|
let num_token = usage.total_tokens;
|
|
let duration_secs = i_duration.as_secs_f64();
|
|
let tps = num_token as f64 / duration_secs;
|
|
println!("Tokens per second (TPS): {:.2}", tps);
|
|
}
|
|
println!("Time elapsed in generate is: {:?}", i_duration);
|
|
Ok(())
|
|
}
|
|
|
|
#[tokio::test]
|
|
async fn qwen3_asr_stream() -> Result<()> {
|
|
// RUST_BACKTRACE=1 cargo test -F cuda qwen3_asr_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!("{}/Qwen/Qwen3-ASR-0.6B/", save_dir);
|
|
let message = r#"
|
|
{
|
|
"model": "qwen3-asr",
|
|
"messages": [
|
|
{
|
|
"role": "user",
|
|
"content": [
|
|
{
|
|
"type": "audio",
|
|
"audio_url":
|
|
{
|
|
"url": "https://package-release.coderbox.cn/aiway/test/other/%E5%93%AA%E5%90%92.wav"
|
|
}
|
|
}
|
|
]
|
|
}
|
|
]
|
|
}
|
|
"#;
|
|
let mes: ChatCompletionParameters = serde_json::from_str(message)?;
|
|
let i_start = Instant::now();
|
|
let mut fun_asr_model = Qwen3AsrGenerateModel::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!(fun_asr_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(())
|
|
}
|