From 7f67945420e5309bc1854dea3b49d5e676d10518 Mon Sep 17 00:00:00 2001 From: dm4 Date: Tue, 23 Apr 2024 18:26:49 +0800 Subject: [PATCH] [Example] ggml: add model not found test (#130) * [Example] ggml: add model not found test Signed-off-by: dm4 * [Example] ggml: update wasmedge-wasi-nn to 0.7.1 Signed-off-by: dm4 * [Example] ggml: add unload test Signed-off-by: dm4 --------- Signed-off-by: dm4 --- .github/workflows/llama.yml | 22 ++++ wasmedge-ggml/basic/Cargo.toml | 2 +- wasmedge-ggml/chatml/Cargo.toml | 2 +- wasmedge-ggml/command-r/Cargo.toml | 2 +- wasmedge-ggml/embedding/Cargo.toml | 2 +- wasmedge-ggml/gemma/Cargo.toml | 2 +- wasmedge-ggml/grammar/Cargo.toml | 2 +- wasmedge-ggml/llama-stream/Cargo.toml | 2 +- wasmedge-ggml/llama/Cargo.toml | 2 +- wasmedge-ggml/llava-base64-stream/Cargo.toml | 2 +- wasmedge-ggml/llava/Cargo.toml | 2 +- wasmedge-ggml/multimodel/Cargo.toml | 2 +- wasmedge-ggml/nnrpc/Cargo.toml | 2 +- wasmedge-ggml/test/model-not-found/Cargo.toml | 8 ++ wasmedge-ggml/test/model-not-found/README.md | 11 ++ .../test/model-not-found/src/main.rs | 24 +++++ .../wasmedge-ggml-model-not-found.wasm | Bin 0 -> 2150088 bytes wasmedge-ggml/test/set-input-twice/Cargo.toml | 2 +- wasmedge-ggml/test/unload/Cargo.toml | 8 ++ wasmedge-ggml/test/unload/README.md | 13 +++ wasmedge-ggml/test/unload/src/main.rs | 102 ++++++++++++++++++ .../test/unload/wasmedge-ggml-unload.wasm | Bin 0 -> 2235144 bytes 22 files changed, 201 insertions(+), 13 deletions(-) create mode 100644 wasmedge-ggml/test/model-not-found/Cargo.toml create mode 100644 wasmedge-ggml/test/model-not-found/README.md create mode 100644 wasmedge-ggml/test/model-not-found/src/main.rs create mode 100755 wasmedge-ggml/test/model-not-found/wasmedge-ggml-model-not-found.wasm create mode 100644 wasmedge-ggml/test/unload/Cargo.toml create mode 100644 wasmedge-ggml/test/unload/README.md create mode 100644 wasmedge-ggml/test/unload/src/main.rs create mode 100755 wasmedge-ggml/test/unload/wasmedge-ggml-unload.wasm diff --git a/.github/workflows/llama.yml b/.github/workflows/llama.yml index faae914..7382d5a 100644 --- a/.github/workflows/llama.yml +++ b/.github/workflows/llama.yml @@ -237,6 +237,28 @@ jobs: default \ 'JSON object with 5 country names as keys and their capitals as values: ' + - name: Model Not Found + run: | + test -f ~/.wasmedge/env && source ~/.wasmedge/env + cd wasmedge-ggml/test/model-not-found + cargo build --target wasm32-wasi --release + time wasmedge --dir .:. \ + --nn-preload default:GGML:AUTO:model-not-found.gguf \ + target/wasm32-wasi/release/wasmedge-ggml-model-not-found.wasm \ + default + + - name: Unload + run: | + test -f ~/.wasmedge/env && source ~/.wasmedge/env + cd wasmedge-ggml/test/unload + curl -LO https://huggingface.co/second-state/Llama-2-7B-Chat-GGUF/resolve/main/llama-2-7b-chat.Q5_K_M.gguf + cargo build --target wasm32-wasi --release + time wasmedge --dir .:. \ + --nn-preload default:GGML:AUTO:llama-2-7b-chat.Q5_K_M.gguf \ + target/wasm32-wasi/release/wasmedge-ggml-unload.wasm \ + default \ + $'[INST] <>\nYou are a helpful, respectful and honest assistant. Always answer as helpfully as possible, while being safe. Your answers should not include any harmful, unethical, racist, sexist, toxic, dangerous, or illegal content. Please ensure that your responses are socially unbiased and positive in nature. If a question does not make any sense, or is not factually coherent, explain why instead of answering something not correct. If you do not know the answer to a question, please do not share false information.\n<>\nWhat is the capital of Japan?[/INST]' + - name: Build llama-stream run: | cd wasmedge-ggml/llama-stream diff --git a/wasmedge-ggml/basic/Cargo.toml b/wasmedge-ggml/basic/Cargo.toml index 81e40be..c13e8bf 100644 --- a/wasmedge-ggml/basic/Cargo.toml +++ b/wasmedge-ggml/basic/Cargo.toml @@ -5,4 +5,4 @@ edition = "2021" [dependencies] serde_json = "1.0" -wasmedge-wasi-nn = "0.7.0" +wasmedge-wasi-nn = "0.7.1" diff --git a/wasmedge-ggml/chatml/Cargo.toml b/wasmedge-ggml/chatml/Cargo.toml index 1101e47..9b52ad3 100644 --- a/wasmedge-ggml/chatml/Cargo.toml +++ b/wasmedge-ggml/chatml/Cargo.toml @@ -5,4 +5,4 @@ edition = "2021" [dependencies] serde_json = "1.0" -wasmedge-wasi-nn = "0.7.0" +wasmedge-wasi-nn = "0.7.1" diff --git a/wasmedge-ggml/command-r/Cargo.toml b/wasmedge-ggml/command-r/Cargo.toml index 282ad84..b625334 100644 --- a/wasmedge-ggml/command-r/Cargo.toml +++ b/wasmedge-ggml/command-r/Cargo.toml @@ -5,4 +5,4 @@ edition = "2021" [dependencies] serde_json = "1.0" -wasmedge-wasi-nn = "0.7.0" +wasmedge-wasi-nn = "0.7.1" diff --git a/wasmedge-ggml/embedding/Cargo.toml b/wasmedge-ggml/embedding/Cargo.toml index 1bb5d35..e75b46d 100644 --- a/wasmedge-ggml/embedding/Cargo.toml +++ b/wasmedge-ggml/embedding/Cargo.toml @@ -5,4 +5,4 @@ edition = "2021" [dependencies] serde_json = "1.0" -wasmedge-wasi-nn = "0.7.0" +wasmedge-wasi-nn = "0.7.1" diff --git a/wasmedge-ggml/gemma/Cargo.toml b/wasmedge-ggml/gemma/Cargo.toml index 7d58ed4..8150951 100644 --- a/wasmedge-ggml/gemma/Cargo.toml +++ b/wasmedge-ggml/gemma/Cargo.toml @@ -5,4 +5,4 @@ edition = "2021" [dependencies] serde_json = "1.0" -wasmedge-wasi-nn = "0.7.0" +wasmedge-wasi-nn = "0.7.1" diff --git a/wasmedge-ggml/grammar/Cargo.toml b/wasmedge-ggml/grammar/Cargo.toml index 7580459..5e145df 100644 --- a/wasmedge-ggml/grammar/Cargo.toml +++ b/wasmedge-ggml/grammar/Cargo.toml @@ -5,4 +5,4 @@ edition = "2021" [dependencies] serde_json = "1.0" -wasmedge-wasi-nn = "0.7.0" +wasmedge-wasi-nn = "0.7.1" diff --git a/wasmedge-ggml/llama-stream/Cargo.toml b/wasmedge-ggml/llama-stream/Cargo.toml index 1cb3edc..3f14540 100644 --- a/wasmedge-ggml/llama-stream/Cargo.toml +++ b/wasmedge-ggml/llama-stream/Cargo.toml @@ -5,4 +5,4 @@ edition = "2021" [dependencies] serde_json = "1.0" -wasmedge-wasi-nn = "0.7.0" +wasmedge-wasi-nn = "0.7.1" diff --git a/wasmedge-ggml/llama/Cargo.toml b/wasmedge-ggml/llama/Cargo.toml index 9321fb1..7a21ce0 100644 --- a/wasmedge-ggml/llama/Cargo.toml +++ b/wasmedge-ggml/llama/Cargo.toml @@ -5,4 +5,4 @@ edition = "2021" [dependencies] serde_json = "1.0" -wasmedge-wasi-nn = "0.7.0" +wasmedge-wasi-nn = "0.7.1" diff --git a/wasmedge-ggml/llava-base64-stream/Cargo.toml b/wasmedge-ggml/llava-base64-stream/Cargo.toml index be58926..6044c2f 100644 --- a/wasmedge-ggml/llava-base64-stream/Cargo.toml +++ b/wasmedge-ggml/llava-base64-stream/Cargo.toml @@ -5,4 +5,4 @@ edition = "2021" [dependencies] serde_json = "1.0" -wasmedge-wasi-nn = "0.7.0" +wasmedge-wasi-nn = "0.7.1" diff --git a/wasmedge-ggml/llava/Cargo.toml b/wasmedge-ggml/llava/Cargo.toml index cb48873..74eef19 100644 --- a/wasmedge-ggml/llava/Cargo.toml +++ b/wasmedge-ggml/llava/Cargo.toml @@ -5,4 +5,4 @@ edition = "2021" [dependencies] serde_json = "1.0" -wasmedge-wasi-nn = "0.7.0" +wasmedge-wasi-nn = "0.7.1" diff --git a/wasmedge-ggml/multimodel/Cargo.toml b/wasmedge-ggml/multimodel/Cargo.toml index dc22139..fedd563 100644 --- a/wasmedge-ggml/multimodel/Cargo.toml +++ b/wasmedge-ggml/multimodel/Cargo.toml @@ -5,4 +5,4 @@ edition = "2021" [dependencies] serde_json = "1.0" -wasmedge-wasi-nn = "0.7.0" +wasmedge-wasi-nn = "0.7.1" diff --git a/wasmedge-ggml/nnrpc/Cargo.toml b/wasmedge-ggml/nnrpc/Cargo.toml index de7a490..7888d4a 100644 --- a/wasmedge-ggml/nnrpc/Cargo.toml +++ b/wasmedge-ggml/nnrpc/Cargo.toml @@ -5,4 +5,4 @@ edition = "2021" [dependencies] serde_json = "1.0" -wasmedge-wasi-nn = "0.7.0" +wasmedge-wasi-nn = "0.7.1" diff --git a/wasmedge-ggml/test/model-not-found/Cargo.toml b/wasmedge-ggml/test/model-not-found/Cargo.toml new file mode 100644 index 0000000..b4a5277 --- /dev/null +++ b/wasmedge-ggml/test/model-not-found/Cargo.toml @@ -0,0 +1,8 @@ +[package] +name = "wasmedge-ggml-model-not-found" +version = "0.1.0" +edition = "2021" + +[dependencies] +serde_json = "1.0" +wasmedge-wasi-nn = "0.7.1" diff --git a/wasmedge-ggml/test/model-not-found/README.md b/wasmedge-ggml/test/model-not-found/README.md new file mode 100644 index 0000000..548c8ac --- /dev/null +++ b/wasmedge-ggml/test/model-not-found/README.md @@ -0,0 +1,11 @@ +# `model-not-found` + +Ensure that we get the `ModelNotFound` error when the model does not exist. + +## Execute + +```console +$ wasmedge --dir .:. \ + --nn-preload default:GGML:AUTO:model-not-found.gguf \ + wasmedge-ggml-model-not-found.wasm default +``` diff --git a/wasmedge-ggml/test/model-not-found/src/main.rs b/wasmedge-ggml/test/model-not-found/src/main.rs new file mode 100644 index 0000000..7ac1967 --- /dev/null +++ b/wasmedge-ggml/test/model-not-found/src/main.rs @@ -0,0 +1,24 @@ +use std::env; +use wasmedge_wasi_nn::{self, BackendError, Error, ExecutionTarget, GraphBuilder, GraphEncoding}; + +fn main() { + let args: Vec = env::args().collect(); + let model_name: &str = &args[1]; + + // Create graph and initialize context. + let graph = + GraphBuilder::new(GraphEncoding::Ggml, ExecutionTarget::AUTO).build_from_cache(model_name); + + // Check graph + match graph { + Err(Error::BackendError(BackendError::ModelNotFound)) => { + println!("Model not found"); + } + Err(_) => { + panic!("Should be model not found"); + } + Ok(_) => { + panic!("Should be model not found"); + } + } +} diff --git a/wasmedge-ggml/test/model-not-found/wasmedge-ggml-model-not-found.wasm b/wasmedge-ggml/test/model-not-found/wasmedge-ggml-model-not-found.wasm new file mode 100755 index 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b/wasmedge-ggml/test/unload/src/main.rs @@ -0,0 +1,102 @@ +use serde_json::json; +use serde_json::Value; +use std::env; +use wasmedge_wasi_nn::{ + self, BackendError, Error, ExecutionTarget, GraphBuilder, GraphEncoding, GraphExecutionContext, + TensorType, +}; + +fn get_options_from_env() -> Value { + let mut options = json!({}); + if let Ok(val) = env::var("enable_log") { + options["enable-log"] = serde_json::from_str(val.as_str()) + .expect("invalid value for enable-log option (true/false)") + } else { + options["enable-log"] = serde_json::from_str("false").unwrap() + } + if let Ok(val) = env::var("n_gpu_layers") { + options["n-gpu-layers"] = + serde_json::from_str(val.as_str()).expect("invalid ngl value (unsigned integer") + } else { + options["n-gpu-layers"] = serde_json::from_str("0").unwrap() + } + + options +} + +fn get_data_from_context(context: &GraphExecutionContext, index: usize) -> String { + // Preserve for 4096 tokens with average token length 6 + const MAX_OUTPUT_BUFFER_SIZE: usize = 4096 * 6; + let mut output_buffer = vec![0u8; MAX_OUTPUT_BUFFER_SIZE]; + let mut output_size = context + .get_output(index, &mut output_buffer) + .expect("Failed to get output"); + output_size = std::cmp::min(MAX_OUTPUT_BUFFER_SIZE, output_size); + + return String::from_utf8_lossy(&output_buffer[..output_size]).to_string(); +} + +fn get_output_from_context(context: &GraphExecutionContext) -> String { + get_data_from_context(context, 0) +} + +fn main() { + let args: Vec = env::args().collect(); + let model_name: &str = &args[1]; + + // Set options for the graph. Check our README for more details: + // https://github.com/second-state/WasmEdge-WASINN-examples/tree/master/wasmedge-ggml#parameters + let options = get_options_from_env(); + + // If there is a third argument, use it as the prompt and enter non-interactive mode. + // This is mainly for the CI workflow. + if args.len() < 3 { + println!("Usage: {} ", args[0]); + std::process::exit(1); + } + let prompt = &args[2]; + + // Create and inference 5 times to make sure unload function works. + for i in 0..5 { + println!("----- Test {} -----", i); + // Create graph and initialize context. + let graph = GraphBuilder::new(GraphEncoding::Ggml, ExecutionTarget::AUTO) + .config(serde_json::to_string(&options).expect("Failed to serialize options")) + .build_from_cache(model_name) + .expect("Failed to build graph"); + println!("Graph {} loaded.", graph); + let mut context = graph + .init_execution_context() + .expect("Failed to init context"); + + // Set the prompt. + println!("Prompt:\n{}", prompt); + let tensor_data = prompt.as_bytes().to_vec(); + context + .set_input(0, TensorType::U8, &[1], &tensor_data) + .expect("Failed to set input"); + println!("Response:"); + + // Execute the inference. + match context.compute() { + Ok(_) => (), + Err(Error::BackendError(BackendError::ContextFull)) => { + println!("\n[INFO] Context full, we'll reset the context and continue."); + } + Err(Error::BackendError(BackendError::PromptTooLong)) => { + println!("\n[INFO] Prompt too long, we'll reset the context and continue."); + } + Err(err) => { + println!("\n[ERROR] {}", err); + std::process::exit(1); + } + } + + // Retrieve the output. + let output = get_output_from_context(&context); + println!("{}", output.trim()); + + // Unload. + graph.unload().expect("Failed to unload graph"); + } +} diff --git a/wasmedge-ggml/test/unload/wasmedge-ggml-unload.wasm b/wasmedge-ggml/test/unload/wasmedge-ggml-unload.wasm new file mode 100755 index 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