diff --git a/router/src/infer.rs b/router/src/infer.rs
index 703dacd4..5b39ec37 100644
--- a/router/src/infer.rs
+++ b/router/src/infer.rs
@@ -276,7 +276,7 @@ impl Infer {
     }
 
     /// Add a new request to the queue and return a stream of InferStreamResponse
-    #[instrument(skip(self))]
+    #[instrument(skip_all,fields(parameters = ? request.parameters))]
     pub(crate) async fn generate_stream(
         &self,
         request: GenerateRequest,
@@ -400,7 +400,7 @@ impl Infer {
     }
 
     /// Add a new request to the queue and return a InferResponse
-    #[instrument(skip(self))]
+    #[instrument(skip_all,fields(parameters = ? request.parameters))]
     pub(crate) async fn generate(
         &self,
         request: GenerateRequest,
@@ -488,7 +488,7 @@ impl Infer {
         }
     }
 
-    #[instrument(skip(self))]
+    #[instrument(skip_all,fields(parameters = ? request.parameters))]
     pub(crate) async fn embed(&self, request: EmbedRequest) -> Result<EmbedResponse, InferError> {
         // Limit concurrent requests by acquiring a permit from the semaphore
         let _permit = self
@@ -618,7 +618,7 @@ impl Infer {
         }
     }
 
-    #[instrument(skip(self))]
+    #[instrument(skip_all)]
     pub(crate) async fn classify(
         &self,
         request: ClassifyRequest,
@@ -731,7 +731,7 @@ impl Infer {
         }
     }
 
-    #[instrument(skip(self))]
+    #[instrument(skip_all)]
     pub(crate) async fn classify_batch(
         &self,
         request: BatchClassifyRequest,
@@ -861,7 +861,7 @@ impl Infer {
         }
     }
 
-    #[instrument(skip(self))]
+    #[instrument(skip_all,fields(parameters = ? request.parameters))]
     pub(crate) async fn embed_batch(
         &self,
         request: BatchEmbedRequest,
@@ -996,7 +996,7 @@ impl Infer {
 
     /// Add best_of new requests to the queue and return a InferResponse of the sequence with
     /// the highest log probability per token
-    #[instrument(skip(self))]
+    #[instrument(skip_all,fields(parameters = ? request.parameters, best_of, prefix_caching))]
     pub(crate) async fn generate_best_of(
         &self,
         request: GenerateRequest,
diff --git a/router/src/server.rs b/router/src/server.rs
index 3eb24521..b64b1f22 100644
--- a/router/src/server.rs
+++ b/router/src/server.rs
@@ -80,7 +80,18 @@ example = json ! ({"error": "Input validation error"})),
 example = json ! ({"error": "Incomplete generation"})),
 )
 )]
-#[instrument(skip(infer, req))]
+#[instrument(
+skip_all,
+fields(
+parameters = ? req.0.parameters,
+total_time,
+validation_time,
+queue_time,
+inference_time,
+time_per_token,
+seed,
+)
+)]
 async fn compat_generate(
     default_return_full_text: Extension<bool>,
     infer: Extension<Infer>,
@@ -91,6 +102,10 @@ async fn compat_generate(
     req_headers: HeaderMap,
     req: Json<CompatGenerateRequest>,
 ) -> Result<Response, (StatusCode, Json<ErrorResponse>)> {
+    // Log some useful headers to the span.
+    let span = tracing::Span::current();
+    trace_headers(req_headers, &span);
+
     let mut req = req.0;
 
     // default return_full_text given the pipeline_tag
@@ -147,7 +162,7 @@ example = json ! ({"error": "Input validation error"})),
 example = json ! ({"error": "Incomplete generation"})),
 )
 )]
-#[instrument(skip(infer, req))]
+#[instrument(skip(infer, req, req_headers))]
 async fn completions_v1(
     default_return_full_text: Extension<bool>,
     infer: Extension<Infer>,
@@ -158,6 +173,8 @@ async fn completions_v1(
     req_headers: HeaderMap,
     req: Json<CompletionRequest>,
 ) -> Result<Response, (StatusCode, Json<ErrorResponse>)> {
+    let span = tracing::Span::current();
+    trace_headers(req_headers, &span);
     let mut req = req.0;
     if req.model == info.model_id.as_str() {
         // Allow user to specify the base model, but treat it as an empty adapter_id
@@ -232,7 +249,7 @@ example = json ! ({"error": "Input validation error"})),
 example = json ! ({"error": "Incomplete generation"})),
 )
 )]
-#[instrument(skip(infer, req))]
+#[instrument(skip(infer, req, req_headers))]
 async fn chat_completions_v1(
     default_return_full_text: Extension<bool>,
     infer: Extension<Infer>,
@@ -243,6 +260,8 @@ async fn chat_completions_v1(
     req_headers: HeaderMap,
     req: Json<ChatCompletionRequest>,
 ) -> Result<Response, (StatusCode, Json<ErrorResponse>)> {
+    let span = tracing::Span::current();
+    trace_headers(req_headers, &span);
     let mut req = req.0;
     let model_id = info.model_id.clone();
     if req.model == info.model_id.as_str() {
@@ -632,6 +651,7 @@ async fn generate(
     mut req: Json<GenerateRequest>,
 ) -> Result<(HeaderMap, Json<GenerateResponse>), (StatusCode, Json<ErrorResponse>)> {
     let span = tracing::Span::current();
+    trace_headers(req_headers, &span);
     let start_time = Instant::now();
     metrics::increment_counter!("lorax_request_count");
 
@@ -2058,3 +2078,15 @@ async fn tokenize(
         ))
     }
 }
+
+fn trace_headers(headers: HeaderMap, span: &tracing::Span) {
+    headers
+        .get("x-predibase-tenant")
+        .map(|value| span.record("x-predibase-tenant", value));
+    headers
+        .get("user-agent")
+        .map(|value| span.record("user-agent", value));
+    headers
+        .get("x-b3-traceid")
+        .map(|value| span.record("x-b3-traceid", value));
+}