Initial ForgeLM import
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@@ -0,0 +1,463 @@
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use axum::{
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extract::{Json, State},
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http::{HeaderMap, StatusCode},
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response::{IntoResponse, Response, Sse},
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routing::{get, post},
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Router,
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};
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use std::{sync::Arc, time::SystemTime};
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use tokio::sync::Mutex;
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use api_contracts::{
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chat::{
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ChatCompletionChunk, ChatCompletionRequest, ChatCompletionResponse, ChatMessage, Choice,
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ChunkChoice, Delta, FinishReason, Role, Usage,
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},
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error::{ApiError, ErrorResponse},
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health::HealthResponse,
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models::ModelList,
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};
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use inference_core::InferenceEngine;
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use metrics::counters::PerfCounters;
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use crate::compat::{
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authorize_request, build_sampler, ensure_supported_mode, finalize_assistant_message,
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prepare_prompt, tool_calls_to_delta, validate_request, FinalizedAssistant, ServerConfig,
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StreamingMode,
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};
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#[derive(Clone)]
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pub struct AppState {
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pub engine: Arc<Mutex<InferenceEngine>>,
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pub counters: Arc<PerfCounters>,
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pub model_name: Arc<String>,
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pub server_config: Arc<ServerConfig>,
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pub start_time: std::time::Instant,
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}
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pub fn build_router(state: AppState) -> Router {
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let cors = state.server_config.cors_layer();
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Router::new()
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.route("/health", get(health_handler))
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.route("/v1/models", get(models_handler))
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.route("/v1/chat/completions", post(chat_completions_handler))
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.layer(cors)
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.with_state(state)
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}
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fn unix_now() -> i64 {
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SystemTime::now()
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.duration_since(SystemTime::UNIX_EPOCH)
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.unwrap_or_default()
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.as_secs() as i64
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}
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fn error_response(status: StatusCode, error: ApiError) -> Response {
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(status, Json(ErrorResponse { error })).into_response()
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}
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async fn health_handler(State(state): State<AppState>) -> impl IntoResponse {
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Json(HealthResponse {
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status: "ok",
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model_loaded: true,
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model_id: Some(state.model_name.as_ref().clone()),
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uptime_secs: state.start_time.elapsed().as_secs(),
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})
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}
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async fn models_handler(State(state): State<AppState>, headers: HeaderMap) -> Response {
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if let Err((status, error)) = authorize_request(&headers, &state.server_config) {
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return error_response(status, error);
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}
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Json(ModelList {
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object: "list",
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data: state.server_config.model_list(unix_now()),
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})
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.into_response()
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}
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async fn chat_completions_handler(
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State(state): State<AppState>,
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headers: HeaderMap,
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Json(req): Json<ChatCompletionRequest>,
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) -> Response {
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tracing::info!(
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model = %req.model,
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stream = req.stream,
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messages = req.messages.len(),
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max_tokens = ?req.max_tokens,
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"chat_completions: request received"
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);
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if let Err((status, error)) = authorize_request(&headers, &state.server_config) {
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tracing::warn!(status = %status, "chat_completions: authorization failed");
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return error_response(status, error);
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}
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if let Err((status, error)) = validate_request(&req, &state.server_config) {
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tracing::warn!(status = %status, "chat_completions: validation failed");
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return error_response(status, error);
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}
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if let Err(err) = ensure_supported_mode(&req) {
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tracing::warn!(err = %err, "chat_completions: unsupported mode");
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return error_response(
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StatusCode::BAD_REQUEST,
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ApiError::new(err.to_string(), "invalid_request_error").with_code("unsupported_mode"),
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);
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}
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let sampler = build_sampler(&req);
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let prepared = prepare_prompt(&req, &state.server_config);
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tracing::debug!(prompt_len = prepared.prompt.len(), "chat_completions: prompt prepared");
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if req.stream {
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tracing::info!("chat_completions: starting stream response");
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stream_response(
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state,
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req,
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sampler,
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prepared.prompt,
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prepared.streaming_mode,
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)
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.await
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} else {
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tracing::info!("chat_completions: starting blocking response");
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blocking_response(state, req, sampler, prepared.prompt).await
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}
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}
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async fn stream_response(
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state: AppState,
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req: ChatCompletionRequest,
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sampler: inference_core::SamplerConfig,
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prompt: String,
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streaming_mode: StreamingMode,
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) -> Response {
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use axum::response::sse::{Event, KeepAlive};
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let id = uuid::Uuid::new_v4().to_string();
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let created = unix_now();
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let resolved_model = state
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.server_config
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.resolve_model(&req.model)
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.map(|model| model.root.clone())
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.unwrap_or_else(|| state.model_name.as_ref().clone());
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let engine_arc = Arc::clone(&state.engine);
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let counters_arc = Arc::clone(&state.counters);
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let stream = async_stream::stream! {
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let first_chunk = ChatCompletionChunk {
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id: id.clone(),
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object: "chat.completion.chunk",
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created,
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model: resolved_model.clone(),
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choices: vec![ChunkChoice {
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index: 0,
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delta: Delta { role: Some(Role::Assistant), content: None, tool_calls: None },
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finish_reason: None,
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}],
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usage: None,
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};
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yield Ok::<_, std::convert::Infallible>(Event::default().data(serde_json::to_string(&first_chunk).unwrap()));
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match streaming_mode {
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StreamingMode::LiveTokens => {
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let (tx, mut rx) = tokio::sync::mpsc::channel::<StreamItem>(256);
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let prompt = prompt.clone();
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tokio::task::spawn_blocking(move || {
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let rt = tokio::runtime::Handle::current();
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tracing::debug!("stream: acquiring engine lock");
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let mut engine = rt.block_on(engine_arc.lock());
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tracing::debug!("stream: engine lock acquired, creating session");
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let mut record = metrics::recorder::GenerationRecord::new(0);
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let mut session = match engine.new_session(&prompt, sampler) {
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Ok(session) => {
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tracing::info!(prompt_tokens = session.prompt_tokens(), "stream: session created");
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session
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}
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Err(err) => {
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tracing::error!(err = %err, "Failed to create session");
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let _ = rt.block_on(tx.send(StreamItem::Error));
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return;
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}
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};
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while let Some(token) = session.next_token() {
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record.tick();
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counters_arc.inc_tokens(1);
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let _ = rt.block_on(tx.send(StreamItem::Token(token)));
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}
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let usage = Usage {
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prompt_tokens: session.prompt_tokens(),
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completion_tokens: record.completion_tokens,
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total_tokens: session.prompt_tokens() + record.completion_tokens,
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tokens_per_second: record.tokens_per_second(),
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};
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tracing::info!(
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prompt_tokens = usage.prompt_tokens,
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completion_tokens = usage.completion_tokens,
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tps = ?usage.tokens_per_second,
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"stream: generation complete"
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);
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counters_arc.inc_completed();
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let _ = rt.block_on(tx.send(StreamItem::Done {
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finish_reason: FinishReason::Stop,
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usage,
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}));
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});
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let mut streamed_tokens: u32 = 0;
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while let Some(item) = rx.recv().await {
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match item {
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StreamItem::Token(token) => {
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streamed_tokens += 1;
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if streamed_tokens <= 3 || streamed_tokens % 50 == 0 {
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tracing::debug!(n = streamed_tokens, token = %token, "stream: token");
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}
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let chunk = ChatCompletionChunk {
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id: id.clone(),
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object: "chat.completion.chunk",
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created,
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model: resolved_model.clone(),
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choices: vec![ChunkChoice {
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index: 0,
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delta: Delta { role: None, content: Some(token), tool_calls: None },
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finish_reason: None,
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}],
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usage: None,
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};
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yield Ok(Event::default().data(serde_json::to_string(&chunk).unwrap()));
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}
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StreamItem::Done { finish_reason, usage } => {
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tracing::info!(streamed_tokens, "stream: sending final chunk with usage");
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let final_chunk = ChatCompletionChunk {
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id: id.clone(),
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object: "chat.completion.chunk",
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created,
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model: resolved_model.clone(),
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choices: vec![ChunkChoice {
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index: 0,
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delta: Delta { role: None, content: None, tool_calls: None },
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finish_reason: Some(finish_reason),
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}],
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usage: req.stream_options.as_ref().filter(|options| options.include_usage).map(|_| usage),
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};
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yield Ok(Event::default().data(serde_json::to_string(&final_chunk).unwrap()));
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yield Ok(Event::default().data("[DONE]"));
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break;
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}
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StreamItem::Error => {
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tracing::error!("stream: sending error chunk");
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let chunk = ChatCompletionChunk {
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id: id.clone(),
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object: "chat.completion.chunk",
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created,
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model: resolved_model.clone(),
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choices: vec![ChunkChoice {
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index: 0,
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delta: Delta { role: None, content: Some("internal error".to_owned()), tool_calls: None },
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finish_reason: Some(FinishReason::Stop),
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}],
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usage: None,
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};
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yield Ok(Event::default().data(serde_json::to_string(&chunk).unwrap()));
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yield Ok(Event::default().data("[DONE]"));
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break;
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}
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}
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}
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}
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StreamingMode::Buffered => {
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match generate_full_completion(engine_arc, counters_arc, prompt, sampler, req.clone()).await {
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Ok(result) => {
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if let Some(tool_calls) = result.assistant.tool_calls {
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let chunk = ChatCompletionChunk {
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id: id.clone(),
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object: "chat.completion.chunk",
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created,
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model: resolved_model.clone(),
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choices: vec![ChunkChoice {
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index: 0,
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delta: Delta {
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role: None,
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content: None,
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tool_calls: Some(tool_calls_to_delta(&tool_calls)),
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},
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finish_reason: None,
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}],
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usage: None,
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};
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yield Ok(Event::default().data(serde_json::to_string(&chunk).unwrap()));
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} else if let Some(content) = result.assistant.content {
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let chunk = ChatCompletionChunk {
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id: id.clone(),
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object: "chat.completion.chunk",
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created,
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model: resolved_model.clone(),
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choices: vec![ChunkChoice {
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index: 0,
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delta: Delta { role: None, content: Some(content), tool_calls: None },
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finish_reason: None,
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}],
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usage: None,
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};
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yield Ok(Event::default().data(serde_json::to_string(&chunk).unwrap()));
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}
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let final_chunk = ChatCompletionChunk {
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id: id.clone(),
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object: "chat.completion.chunk",
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created,
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model: resolved_model.clone(),
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choices: vec![ChunkChoice {
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index: 0,
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delta: Delta { role: None, content: None, tool_calls: None },
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finish_reason: Some(result.assistant.finish_reason),
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}],
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usage: req.stream_options.as_ref().filter(|options| options.include_usage).map(|_| result.usage),
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};
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yield Ok(Event::default().data(serde_json::to_string(&final_chunk).unwrap()));
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yield Ok(Event::default().data("[DONE]"));
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}
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Err(response) => {
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yield Ok(Event::default().data("[DONE]"));
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let _ = response;
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}
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}
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}
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}
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};
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Sse::new(stream)
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.keep_alive(KeepAlive::default())
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.into_response()
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}
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async fn blocking_response(
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state: AppState,
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req: ChatCompletionRequest,
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sampler: inference_core::SamplerConfig,
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prompt: String,
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) -> Response {
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let id = uuid::Uuid::new_v4().to_string();
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let model = state
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.server_config
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.resolve_model(&req.model)
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.map(|descriptor| descriptor.root.clone())
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.unwrap_or_else(|| state.model_name.as_ref().clone());
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match generate_full_completion(
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Arc::clone(&state.engine),
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Arc::clone(&state.counters),
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prompt,
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sampler,
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req,
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)
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.await
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{
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Ok(result) => Json(ChatCompletionResponse {
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id,
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object: "chat.completion",
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created: unix_now(),
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model,
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choices: vec![Choice {
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index: 0,
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message: ChatMessage {
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role: Role::Assistant,
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content: result.assistant.content,
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name: None,
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tool_calls: result.assistant.tool_calls,
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tool_call_id: None,
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},
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finish_reason: result.assistant.finish_reason,
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}],
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usage: result.usage,
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})
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.into_response(),
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Err(response) => response,
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}
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}
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async fn generate_full_completion(
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engine_arc: Arc<Mutex<InferenceEngine>>,
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counters_arc: Arc<PerfCounters>,
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prompt: String,
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sampler: inference_core::SamplerConfig,
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req: ChatCompletionRequest,
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) -> Result<GenerationResult, Response> {
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tracing::debug!(prompt_len = prompt.len(), "generate_full_completion: starting");
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let result = tokio::task::spawn_blocking(move || {
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let rt = tokio::runtime::Handle::current();
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tracing::debug!("generate_full_completion: acquiring engine lock");
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let mut engine = rt.block_on(engine_arc.lock());
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tracing::debug!("generate_full_completion: engine lock acquired");
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let mut record = metrics::recorder::GenerationRecord::new(0);
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let mut content = String::new();
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let mut session = engine.new_session(&prompt, sampler)?;
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tracing::info!(prompt_tokens = session.prompt_tokens(), "generate_full_completion: session created");
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while let Some(tok) = session.next_token() {
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record.tick();
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content.push_str(&tok);
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}
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counters_arc.inc_tokens(record.completion_tokens as u64);
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counters_arc.inc_completed();
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let usage = Usage {
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prompt_tokens: session.prompt_tokens(),
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completion_tokens: record.completion_tokens,
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total_tokens: session.prompt_tokens() + record.completion_tokens,
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tokens_per_second: record.tokens_per_second(),
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};
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tracing::info!(
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prompt_tokens = usage.prompt_tokens,
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completion_tokens = usage.completion_tokens,
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content_len = content.len(),
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tps = ?usage.tokens_per_second,
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"generate_full_completion: done"
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);
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let assistant = finalize_assistant_message(content, &req);
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Ok::<_, anyhow::Error>((assistant, usage))
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})
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.await;
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match result {
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Ok(Ok((assistant, usage))) => Ok(GenerationResult { assistant, usage }),
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Ok(Err(err)) => {
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tracing::error!(err = %err, "Generation failed");
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Err(error_response(
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StatusCode::INTERNAL_SERVER_ERROR,
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ApiError::new("Generation failed", "server_error").with_code("generation_failed"),
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))
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}
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Err(err) => {
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tracing::error!(err = %err, "Spawn blocking panicked");
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Err(error_response(
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StatusCode::INTERNAL_SERVER_ERROR,
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ApiError::new("Internal server error", "server_error").with_code("internal_error"),
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))
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}
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}
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}
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struct GenerationResult {
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assistant: FinalizedAssistant,
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usage: Usage,
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}
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|
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enum StreamItem {
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Token(String),
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Done {
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finish_reason: FinishReason,
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usage: Usage,
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},
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Error,
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}
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Reference in new issue
Block a user