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Unverified Commit e2502822 authored by OlivierDehaene's avatar OlivierDehaene Committed by GitHub
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feat(docker): add benchmarking tool to docker image (#298)

parent 926fd9a0
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Cargo.lock
View file @ e2502822
...@@ -134,6 +134,17 @@ version = "1.1.0" ...@@ -134,6 +134,17 @@ version = "1.1.0"
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...@@ -293,6 +304,12 @@ dependencies = [ ...@@ -293,6 +304,12 @@ dependencies = [
"zip", "zip",
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...@@ -461,6 +478,31 @@ dependencies = [ ...@@ -461,6 +478,31 @@ dependencies = [
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...@@ -591,6 +633,15 @@ dependencies = [ ...@@ -591,6 +633,15 @@ dependencies = [
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...@@ -679,6 +730,12 @@ dependencies = [ ...@@ -679,6 +730,12 @@ dependencies = [
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...@@ -1165,6 +1222,12 @@ version = "0.2.141" ...@@ -1165,6 +1222,12 @@ version = "0.2.141"
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...@@ -2421,12 +2547,11 @@ dependencies = [ ...@@ -2421,12 +2547,11 @@ dependencies = [
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...@@ -2442,7 +2567,7 @@ dependencies = [ ...@@ -2442,7 +2567,7 @@ dependencies = [
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......
Cargo.toml
View file @ e2502822
[workspace] [workspace]
members = [ members = [
"benchmark",
"router", "router",
"router/client", "router/client",
"router/grpc-metadata", "router/grpc-metadata",
"launcher" "launcher"
] ]
exclude = [
"benchmark" [workspace.package]
] version = "0.7.0-dev"
edition = "2021"
authors = ["Olivier Dehaene"]
homepage = "https://github.com/huggingface/text-generation-inference"
[profile.release] [profile.release]
debug = 1 debug = 1
......
Dockerfile
View file @ e2502822
...@@ -164,6 +164,8 @@ RUN cd server && \ ...@@ -164,6 +164,8 @@ RUN cd server && \
pip install -r requirements.txt && \ pip install -r requirements.txt && \
pip install ".[bnb, accelerate]" --no-cache-dir pip install ".[bnb, accelerate]" --no-cache-dir
# Install benchmarker
COPY --from=builder /usr/src/target/release/text-generation-benchmark /usr/local/bin/text-generation-benchmark
# Install router # Install router
COPY --from=builder /usr/src/target/release/text-generation-router /usr/local/bin/text-generation-router COPY --from=builder /usr/src/target/release/text-generation-router /usr/local/bin/text-generation-router
# Install launcher # Install launcher
......
benchmark/.gitignore deleted 100644 → 0
View file @ 926fd9a0
target
\ No newline at end of file
benchmark/Cargo.lock deleted 100644 → 0
View file @ 926fd9a0
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benchmark/Cargo.toml
View file @ e2502822
[package] [package]
name = "text-generation-benchmark" name = "text-generation-benchmark"
version = "0.1.0"
edition = "2021"
authors = ["Olivier Dehaene"]
description = "Text Generation Benchmarking tool" description = "Text Generation Benchmarking tool"
version.workspace = true
[profile.release] edition.workspace = true
debug = 1 authors.workspace = true
incremental = true homepage.workspace = true
lto = "off"
panic = "abort"
[lib] [lib]
path = "src/lib.rs" path = "src/lib.rs"
......
benchmark/rust-toolchain.toml deleted 100644 → 0
View file @ 926fd9a0
[toolchain]
channel = "1.67.0"
components = ["rustfmt", "clippy"]
\ No newline at end of file
docs/openapi.json
View file @ e2502822
...@@ -10,7 +10,7 @@ ...@@ -10,7 +10,7 @@
"name": "Apache 2.0", "name": "Apache 2.0",
"url": "https://www.apache.org/licenses/LICENSE-2.0" "url": "https://www.apache.org/licenses/LICENSE-2.0"
}, },
"version": "0.6.0" "version": "0.7.0-dev"
}, },
"paths": { "paths": {
"/": { "/": {
...@@ -33,7 +33,19 @@ ...@@ -33,7 +33,19 @@
}, },
"responses": { "responses": {
"200": { "200": {
"description": "See /generate or /generate_stream" "description": "Generated Text",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/GenerateResponse"
}
},
"text/event-stream": {
"schema": {
"$ref": "#/components/schemas/StreamResponse"
}
}
}
}, },
"422": { "422": {
"description": "Input validation error", "description": "Input validation error",
...@@ -584,11 +596,73 @@ ...@@ -584,11 +596,73 @@
"type": "object", "type": "object",
"required": [ "required": [
"model_id", "model_id",
"model_dtype",
"model_device_type",
"max_concurrent_requests",
"max_best_of",
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"max_total_tokens",
"waiting_served_ratio",
"max_batch_total_tokens",
"max_waiting_tokens",
"validation_workers",
"version" "version"
], ],
"properties": { "properties": {
"docker_label": {
"type": "string",
"example": "null",
"nullable": true
},
"max_batch_total_tokens": {
"type": "integer",
"format": "int32",
"example": "32000",
"minimum": 0.0
},
"max_best_of": {
"type": "integer",
"example": "2",
"minimum": 0.0
},
"max_concurrent_requests": {
"type": "integer",
"description": "Router Parameters",
"example": "128",
"minimum": 0.0
},
"max_input_length": {
"type": "integer",
"example": "1024",
"minimum": 0.0
},
"max_stop_sequences": {
"type": "integer",
"example": "4",
"minimum": 0.0
},
"max_total_tokens": {
"type": "integer",
"example": "2048",
"minimum": 0.0
},
"max_waiting_tokens": {
"type": "integer",
"example": "20",
"minimum": 0.0
},
"model_device_type": {
"type": "string",
"example": "cuda"
},
"model_dtype": {
"type": "string",
"example": "torch.float16"
},
"model_id": { "model_id": {
"type": "string", "type": "string",
"description": "Model info",
"example": "bigscience/blomm-560m" "example": "bigscience/blomm-560m"
}, },
"model_pipeline_tag": { "model_pipeline_tag": {
...@@ -606,9 +680,20 @@ ...@@ -606,9 +680,20 @@
"example": "null", "example": "null",
"nullable": true "nullable": true
}, },
"validation_workers": {
"type": "integer",
"example": "2",
"minimum": 0.0
},
"version": { "version": {
"type": "string", "type": "string",
"description": "Router Info",
"example": "0.5.0" "example": "0.5.0"
},
"waiting_served_ratio": {
"type": "number",
"format": "float",
"example": "1.2"
} }
} }
}, },
......
launcher/Cargo.toml
View file @ e2502822
[package] [package]
name = "text-generation-launcher" name = "text-generation-launcher"
version = "0.6.0"
edition = "2021"
authors = ["Olivier Dehaene"]
description = "Text Generation Launcher" description = "Text Generation Launcher"
version.workspace = true
edition.workspace = true
authors.workspace = true
homepage.workspace = true
[dependencies] [dependencies]
clap = { version = "4.1.4", features = ["derive", "env"] } clap = { version = "4.1.4", features = ["derive", "env"] }
......
router/Cargo.toml
View file @ e2502822
[package] [package]
name = "text-generation-router" name = "text-generation-router"
version = "0.6.0"
edition = "2021"
authors = ["Olivier Dehaene"]
description = "Text Generation Webserver" description = "Text Generation Webserver"
build = "build.rs" build = "build.rs"
version.workspace = true
edition.workspace = true
authors.workspace = true
homepage.workspace = true
[lib] [lib]
path = "src/lib.rs" path = "src/lib.rs"
......
router/client/Cargo.toml
View file @ e2502822
[package] [package]
name = "text-generation-client" name = "text-generation-client"
version = "0.6.0" version.workspace = true
edition = "2021" edition.workspace = true
authors.workspace = true
homepage.workspace = true
[dependencies] [dependencies]
futures = "^0.3" futures = "^0.3"
...@@ -12,7 +14,6 @@ tokio = { version = "^1.25", features = ["sync"] } ...@@ -12,7 +14,6 @@ tokio = { version = "^1.25", features = ["sync"] }
tonic = "^0.8" tonic = "^0.8"
tower = "^0.4" tower = "^0.4"
tracing = "^0.1" tracing = "^0.1"
tracing-error = "^0.2"
[build-dependencies] [build-dependencies]
tonic-build = "0.8.4" tonic-build = "0.8.4"
......
router/src/main.rs
View file @ e2502822
...@@ -9,6 +9,7 @@ use opentelemetry::{global, KeyValue}; ...@@ -9,6 +9,7 @@ use opentelemetry::{global, KeyValue};
use opentelemetry_otlp::WithExportConfig; use opentelemetry_otlp::WithExportConfig;
use std::net::{IpAddr, Ipv4Addr, SocketAddr}; use std::net::{IpAddr, Ipv4Addr, SocketAddr};
use std::path::Path; use std::path::Path;
use std::time::Duration;
use text_generation_client::ShardedClient; use text_generation_client::ShardedClient;
use text_generation_router::{server, HubModelInfo}; use text_generation_router::{server, HubModelInfo};
use tokenizers::{FromPretrainedParameters, Tokenizer}; use tokenizers::{FromPretrainedParameters, Tokenizer};
...@@ -125,7 +126,7 @@ fn main() -> Result<(), std::io::Error> { ...@@ -125,7 +126,7 @@ fn main() -> Result<(), std::io::Error> {
.block_on(async { .block_on(async {
init_logging(otlp_endpoint, json_output); init_logging(otlp_endpoint, json_output);
if let Some(max_batch_size) = max_batch_size{ if let Some(max_batch_size) = max_batch_size {
tracing::warn!("`max-batch-size` is deprecated. Use `max-batch-total-tokens` instead"); tracing::warn!("`max-batch-size` is deprecated. Use `max-batch-total-tokens` instead");
max_batch_total_tokens = (max_batch_size * max_total_tokens) as u32; max_batch_total_tokens = (max_batch_size * max_total_tokens) as u32;
tracing::warn!("Overriding `max-batch-total-tokens` value with `max-batch-size` * `max-total-tokens` = {max_batch_total_tokens}"); tracing::warn!("Overriding `max-batch-total-tokens` value with `max-batch-size` * `max-total-tokens` = {max_batch_total_tokens}");
...@@ -145,7 +146,10 @@ fn main() -> Result<(), std::io::Error> { ...@@ -145,7 +146,10 @@ fn main() -> Result<(), std::io::Error> {
sha: None, sha: None,
pipeline_tag: None, pipeline_tag: None,
}, },
false => get_model_info(&tokenizer_name, &revision, authorization_token).await, false => get_model_info(&tokenizer_name, &revision, authorization_token).await.unwrap_or({
tracing::warn!("Could not retrieve model info from the Hugging Face hub.");
HubModelInfo { model_id: tokenizer_name.to_string(), sha: None, pipeline_tag: None }
}),
}; };
// if pipeline-tag == text-generation we default to return_full_text = true // if pipeline-tag == text-generation we default to return_full_text = true
...@@ -256,22 +260,24 @@ fn init_logging(otlp_endpoint: Option<String>, json_output: bool) { ...@@ -256,22 +260,24 @@ fn init_logging(otlp_endpoint: Option<String>, json_output: bool) {
} }
/// get model info from the Huggingface Hub /// get model info from the Huggingface Hub
pub async fn get_model_info(model_id: &str, revision: &str, token: Option<String>) -> HubModelInfo { pub async fn get_model_info(
model_id: &str,
revision: &str,
token: Option<String>,
) -> Option<HubModelInfo> {
let client = reqwest::Client::new(); let client = reqwest::Client::new();
// Poor man's urlencode // Poor man's urlencode
let revision = revision.replace("/", "%2F"); let revision = revision.replace('/', "%2F");
let url = format!("https://huggingface.co/api/models/{model_id}/revision/{revision}"); let url = format!("https://huggingface.co/api/models/{model_id}/revision/{revision}");
let mut builder = client.get(url); let mut builder = client.get(url).timeout(Duration::from_secs(5));
if let Some(token) = token { if let Some(token) = token {
builder = builder.bearer_auth(token); builder = builder.bearer_auth(token);
} }
let model_info = builder let response = builder.send().await.ok()?;
.send()
.await if response.status().is_success() {
.expect("Could not connect to hf.co") return serde_json::from_str(&response.text().await.ok()?).ok();
.text() }
.await None
.expect("error when retrieving model info from hf.co");
serde_json::from_str(&model_info).expect("unable to parse model info")
} }
router/src/server.rs
View file @ e2502822
...@@ -37,7 +37,7 @@ use utoipa_swagger_ui::SwaggerUi; ...@@ -37,7 +37,7 @@ use utoipa_swagger_ui::SwaggerUi;
path = "/", path = "/",
request_body = CompatGenerateRequest, request_body = CompatGenerateRequest,
responses( responses(
(status = 200, description = "See /generate or /generate_stream", (status = 200, description = "Generated Text",
content( content(
("application/json" = GenerateResponse), ("application/json" = GenerateResponse),
("text/event-stream" = StreamResponse), ("text/event-stream" = StreamResponse),
......
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