jhqxxx
123 lines
4.1 KiB
Rust
123 lines
4.1 KiB
Rust
use std::{pin::pin, time::Instant};
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use aha::models::{GenerateModel, qwen3vl::generate::Qwen3VLGenerateModel};
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use aha_openai_dive::v1::resources::chat::ChatCompletionParameters;
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use anyhow::Result;
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use rocket::futures::StreamExt;
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#[test]
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fn qwen3vl_generate() -> Result<()> {
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// test with cuda: RUST_BACKTRACE=1 cargo test -F cuda,ffmpeg qwen3vl_generate -r -- --nocapture
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let model_path = "/home/jhq/huggingface_model/Qwen/Qwen3-VL-2B-Instruct/";
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let message = r#"
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{
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"model": "qwen3vl",
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"messages": [
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{
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"role": "user",
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"content": [
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{
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"type": "image",
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"image_url":
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{
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"url": "file://./assets/img/ocr_test1.png"
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}
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},
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{
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"type": "text",
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"text": "请分析图片并提取所有可见文本内容，按从左到右、从上到下的布局，返回纯文本"
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}
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]
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}
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]
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}
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"#;
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let mes: ChatCompletionParameters = serde_json::from_str(message)?;
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let i_start = Instant::now();
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let mut qwen3vl = Qwen3VLGenerateModel::init(model_path, None, None)?;
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let i_duration = i_start.elapsed();
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println!("Time elapsed in load model is: {:?}", i_duration);
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let i_start = Instant::now();
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let res = qwen3vl.generate(mes)?;
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let i_duration = i_start.elapsed();
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println!("generate: \n {:?}", res);
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println!("Time elapsed in generate is: {:?}", i_duration);
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Ok(())
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}
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#[tokio::test]
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async fn qwen3vl_stream() -> Result<()> {
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// test with cuda: RUST_BACKTRACE=1 cargo test -F cuda qwen3vl_stream -r -- --nocapture
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let model_path = "/home/jhq/huggingface_model/Qwen/Qwen3-VL-2B-Instruct/";
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let message = r#"
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{
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"model": "qwen3vl",
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"messages": [
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{
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"role": "user",
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"content": [
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{
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"type": "video",
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"video_url":
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{
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"url": "./assets/video/video_test.mp4"
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}
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},
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{
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"type": "text",
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"text": "视频中发生了什么？, 现在几点了"
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}
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]
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}
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],
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"tools": [
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{
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"type": "function",
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"function": {
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"name": "get_current_time",
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"description": "当你想知道现在的时间时非常有用。",
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"parameters": {}
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}
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},
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{
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"type": "function",
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"function": {
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"name": "get_current_weather",
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"description": "当你想查询指定城市的天气时非常有用。",
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"parameters": {
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"type": "object",
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"properties": {
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"location": {
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"type": "string",
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"description": "城市或县区，比如北京市、杭州市、余杭区等。"
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}
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},
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"required": ["location"]
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}
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}
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}
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],
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"tool_choice": null
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}
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"#;
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let mes: ChatCompletionParameters = serde_json::from_str(message)?;
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let i_start = Instant::now();
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let mut qwen3vl = Qwen3VLGenerateModel::init(model_path, None, None)?;
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let i_duration = i_start.elapsed();
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println!("Time elapsed in load model is: {:?}", i_duration);
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let i_start = Instant::now();
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let mut stream = pin!(qwen3vl.generate_stream(mes)?);
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while let Some(item) = stream.next().await {
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println!("generate: \n {:?}", item);
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}
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let i_duration = i_start.elapsed();
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println!("Time elapsed in generate is: {:?}", i_duration);
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Ok(())
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}
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