jhqxxx
90 lines
2.8 KiB
Rust
90 lines
2.8 KiB
Rust
use std::time::Instant;
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use aha::models::qwen3vl::generate::Qwen3VLGenerateModel;
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use aha::models::{GenerateModel, qwen2_5vl::generate::Qwen2_5VLGenerateModel};
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use aha::params::chat::ChatCompletionParameters;
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use anyhow::Result;
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#[test]
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fn robo_brain2_5_generate() -> Result<()> {
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// test with cuda: RUST_BACKTRACE=1 cargo test -F cuda --test test_robo_brain robo_brain2_5_generate -r -- --nocapture
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let save_dir =
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aha::utils::get_default_save_dir().ok_or(anyhow::anyhow!("Failed to get save dir"))?;
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let model_path = format!("{}/BAAI/RoboBrain2.5-4B/", save_dir);
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let message = r#"
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{
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"model": "RoboBrain2.5-4B",
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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": "http://images.cocodataset.org/val2017/000000039769.jpg"
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}
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},
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{
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"type": "text",
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"text": "What is shown in this image?"
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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 model = 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 res = model.generate(mes)?;
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println!("generate: \n {:?}", res);
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if let Some(usage) = &res.usage {
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println!("usage: \n {:?}", usage);
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}
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Ok(())
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}
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#[test]
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fn robo_brain2_0_generate() -> Result<()> {
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// test with cuda: RUST_BACKTRACE=1 cargo test -F cuda robo_brain_generate -r -- --nocapture
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let save_dir =
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aha::utils::get_default_save_dir().ok_or(anyhow::anyhow!("Failed to get save dir"))?;
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let model_path = format!("{}/BAAI/RoboBrain2.0-3B/", save_dir);
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let message = r#"
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{
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"model": "qwen2.5vl",
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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": "text",
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"text": "hello RoboBrain"
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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 model = Qwen2_5VLGenerateModel::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 res = model.generate(mes)?;
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println!("generate: \n {:?}", res);
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if let Some(usage) = &res.usage {
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println!("usage: \n {:?}", usage);
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}
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Ok(())
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}
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