CI (2592): Allow LoRA adapter revision in server launcher (#2602)
allow revision for lora adapters from launcher Co-authored-by: Sida <sida@kulamind.com> Co-authored-by: teamclouday <teamclouday@gmail.com>
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2335459556
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@ -4247,6 +4247,7 @@ dependencies = [
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"nix 0.28.0",
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"once_cell",
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"pyo3",
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"regex",
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"reqwest",
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"serde",
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"serde_json",
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@ -36,6 +36,12 @@ To use LoRA in TGI, when starting the server, you can specify the list of LoRA m
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LORA_ADAPTERS=predibase/customer_support,predibase/dbpedia
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```
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To specify model revision, use `adapter_id@revision`, as follows:
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```bash
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LORA_ADAPTERS=predibase/customer_support@main,predibase/dbpedia@rev2
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```
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To use a locally stored lora adapter, use `adapter-name=/path/to/adapter`, as seen below. When you want to use this adapter, set `"parameters": {"adapter_id": "adapter-name"}"`
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```bash
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@ -18,6 +18,7 @@ serde_json = "1.0.107"
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thiserror = "1.0.59"
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tracing = "0.1.37"
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tracing-subscriber = { version = "0.3.17", features = ["json", "env-filter"] }
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regex = "1.11.0"
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[dev-dependencies]
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float_eq = "1.0.1"
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@ -5,6 +5,7 @@ use hf_hub::{
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};
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use nix::sys::signal::{self, Signal};
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use nix::unistd::Pid;
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use regex::Regex;
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use serde::Deserialize;
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use std::env;
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use std::ffi::OsString;
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@ -1808,14 +1809,37 @@ fn main() -> Result<(), LauncherError> {
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if adapter.contains('=') {
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continue;
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}
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let adapter = adapter.trim();
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// check if adapter has more than 1 '@'
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if adapter.matches('@').count() > 1 {
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return Err(LauncherError::ArgumentValidation(format!(
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"Invalid LoRA adapter format: {}",
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adapter
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)));
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}
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// capture adapter_id, path, revision in format of adapter_id=path@revision
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let re = Regex::new(r"^([^=@]+)(?:=([^@]+))?(?:@(.+))?$").unwrap();
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if let Some(caps) = re.captures(adapter) {
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let adapter_id = caps.get(1).map_or("", |m| m.as_str());
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let revision = caps.get(3).map(|m| m.as_str());
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download_convert_model(
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adapter,
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None,
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adapter_id,
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revision,
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args.trust_remote_code,
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args.huggingface_hub_cache.as_deref(),
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args.weights_cache_override.as_deref(),
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running.clone(),
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)?;
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} else {
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return Err(LauncherError::ArgumentValidation(format!(
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"Invalid LoRA adapter format: {}",
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adapter
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)));
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}
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}
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}
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