add glm-asr-nano

This commit is contained in:
jhqxxx
2026-01-07 21:46:01 +08:00
parent 981457347a
commit 6ef8facfde
22 changed files with 1918 additions and 117 deletions
+66 -8
View File
@@ -1,11 +1,14 @@
use aha::models::glm_asr_nano::generate::GlmAsrNanoGenerateModel;
use std::{pin::pin, time::Instant};
use aha::models::{GenerateModel, glm_asr_nano::generate::GlmAsrNanoGenerateModel};
use aha_openai_dive::v1::resources::chat::ChatCompletionParameters;
use anyhow::{Result};
use anyhow::Result;
use rocket::futures::StreamExt;
#[test]
fn glm_asr_nano_generate() -> Result<()> {
// RUST_BACKTRACE=1 cargo test -F cuda glm_asr_nano_generate -r -- --nocapture
let model_path = "/home/jhq/huggingface_model/zai-org/GLM-ASR-Nano-2512/";
let model_path = "/home/jhq/huggingface_model/ZhipuAI/GLM-ASR-Nano-2512/";
let message = r#"
{
"model": "glm-asr-nano",
@@ -17,9 +20,9 @@ fn glm_asr_nano_generate() -> Result<()> {
"type": "audio",
"audio_url":
{
"url": "file://./assets/audio/voice_01.wav"
"url": "https://sis-sample-audio.obs.cn-north-1.myhuaweicloud.com/16k16bit.mp3"
}
},
},
{
"type": "text",
"text": "Please transcribe this audio into text"
@@ -30,7 +33,62 @@ fn glm_asr_nano_generate() -> Result<()> {
}
"#;
let mes: ChatCompletionParameters = serde_json::from_str(message)?;
let glm_asr_model = GlmAsrNanoGenerateModel::init(model_path, None, None)?;
let _ = glm_asr_model.generate(mes)?;
let i_start = Instant::now();
let mut glm_asr_model = GlmAsrNanoGenerateModel::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 = glm_asr_model.generate(mes)?;
let i_duration = i_start.elapsed();
println!("generate: \n {:?}", res);
if res.usage.is_some() {
let num_token = res.usage.as_ref().unwrap().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 glm_asr_nano_stream() -> Result<()> {
// RUST_BACKTRACE=1 cargo test -F cuda glm_asr_nano_stream -r -- --nocapture
let model_path = "/home/jhq/huggingface_model/ZhipuAI/GLM-ASR-Nano-2512/";
let message = r#"
{
"model": "glm-asr-nano",
"messages": [
{
"role": "user",
"content": [
{
"type": "audio",
"audio_url":
{
"url": "file://./assets/audio/zh.mp3"
}
},
{
"type": "text",
"text": "Please transcribe this audio into text"
}
]
}
]
}
"#;
let mes: ChatCompletionParameters = serde_json::from_str(message)?;
let i_start = Instant::now();
let mut glm_asr_model = GlmAsrNanoGenerateModel::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!(glm_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(())
}