fix: make eos and bos optional and only init template once

This commit is contained in:
drbh 2024-01-17 18:24:17 -05:00
parent db835509ed
commit f378c60517
3 changed files with 27 additions and 21 deletions

View File

@ -34,7 +34,11 @@ pub struct Infer {
/// Inference limit
limit_concurrent_requests: Arc<Semaphore>,
/// Chat template (template, bos_token, eos_token)
template: (Option<Template<'static, 'static>>, String, String),
template: (
Option<Template<'static, 'static>>,
Option<String>,
Option<String>,
),
}
/// Infer shared state
@ -92,18 +96,20 @@ impl Infer {
.template_from_str(Box::leak(template_str))
.unwrap()
});
let eos_token = tokenizer_config
.eos_token
.map_or_else(String::new, |t| t)
.into();
let bos_token = tokenizer_config
.bos_token
.map_or_else(String::new, |t| t)
.into();
Self {
validation,
queue,
shared,
limit_concurrent_requests: semaphore,
template: (
template,
// initialize bos_token and eos_token to empty strings if not provided
tokenizer_config.bos_token.unwrap_or_default(),
tokenizer_config.eos_token.unwrap_or_default(),
),
template: (template, eos_token, bos_token),
}
}
@ -160,14 +166,14 @@ impl Infer {
/// Apply the chat template to the chat request
#[instrument(skip_all)]
pub(crate) fn apply_chat_template(&self, messages: Vec<Message>) -> Result<String, InferError> {
let (template, bos_token, eos_token) = self.template.clone();
let (template, bos_token, eos_token) = &self.template;
template
.as_ref()
.ok_or_else(|| InferError::TemplateError(ErrorKind::TemplateNotFound.into()))?
.render(ChatTemplateInputs {
messages,
eos_token,
bos_token,
eos_token: eos_token.as_deref(),
bos_token: bos_token.as_deref(),
})
.map_err(|e| {
metrics::increment_counter!("tgi_request_failure", "err" => "template");
@ -773,8 +779,8 @@ mod tests {
content: "magic!".to_string(),
},
],
bos_token: "[BOS]".to_string(),
eos_token: "[EOS]".to_string(),
bos_token: Some("[BOS]"),
eos_token: Some("[EOS]"),
};
let result = tmpl.unwrap().render(chat_template_inputs).unwrap();
@ -852,8 +858,8 @@ magic!"#
content: "magic!".to_string(),
},
],
bos_token: "[BOS]".to_string(),
eos_token: "[EOS]".to_string(),
bos_token: Some("[BOS]"),
eos_token: Some("[EOS]"),
};
let result = tmpl.unwrap().render(chat_template_inputs); //.err().unwrap();
@ -924,8 +930,8 @@ magic!"#
content: "magic!".to_string(),
},
],
bos_token: "[BOS]".to_string(),
eos_token: "[EOS]".to_string(),
bos_token: Some("[BOS]"),
eos_token: Some("[EOS]"),
};
let result = tmpl.unwrap().render(chat_template_inputs).unwrap();

View File

@ -368,10 +368,10 @@ pub(crate) struct ChatRequest {
}
#[derive(Clone, Serialize, Deserialize)]
pub(crate) struct ChatTemplateInputs {
pub(crate) struct ChatTemplateInputs<'a> {
messages: Vec<Message>,
bos_token: String,
eos_token: String,
bos_token: Option<&'a str>,
eos_token: Option<&'a str>,
}
#[derive(Clone, Deserialize, ToSchema, Serialize)]

View File

@ -659,9 +659,9 @@ async fn chat_completions(
// build the complete response object with the full text
let response = ChatCompletion::new(
generation.generated_text,
model_id,
system_fingerprint,
generation.generated_text,
current_time,
generation.details.unwrap(),
logprobs,