diff --git a/backends/trtllm/CMakeLists.txt b/backends/trtllm/CMakeLists.txt
index 5ce016e15ae..8388f113fee 100644
--- a/backends/trtllm/CMakeLists.txt
+++ b/backends/trtllm/CMakeLists.txt
@@ -30,7 +30,7 @@ option(TGI_TRTLLM_BACKEND_BUILD_TESTS "Enable building the unittests suite" OFF)
 option(TGI_TRTLLM_BACKEND_BUILD_EXAMPLES "Enable building the examples suite" OFF)
 option(TGI_TRTLLM_BACKEND_BUILD_USE_LLD "Enable lld linker instead of ld" OFF)
 set(TGI_TRTLLM_BACKEND_TARGET_CUDA_ARCH_LIST "89-real" CACHE STRING "List of CUDA architectures to support")
-set(TGI_TRTLLM_BACKEND_TRT_ROOT "/usr/local/tensorrt" CACHE STRING "Path rgo where TensorRT libraries and headers are located")
+set(TGI_TRTLLM_BACKEND_TRT_ROOT "/usr/local/tensorrt" CACHE STRING "Path where TensorRT libraries and headers are located")
 set(TGI_TRTLLM_BACKEND_TRT_INCLUDE_DIR "${TGI_TRTLLM_BACKEND_TRT_ROOT}/include" CACHE STRING "Path where TensorRT headers are located")
 set(TGI_TRTLLM_BACKEND_TRT_LIB_DIR "${TGI_TRTLLM_BACKEND_TRT_ROOT}/lib" CACHE STRING "Path where TensorRT libraries are located")
 
diff --git a/backends/trtllm/Cargo.toml b/backends/trtllm/Cargo.toml
index 5d907109a75..b6c39346aa1 100644
--- a/backends/trtllm/Cargo.toml
+++ b/backends/trtllm/Cargo.toml
@@ -7,20 +7,16 @@ homepage.workspace = true
 
 [dependencies]
 async-trait = "0.1"
-#async-stream = "0.3"
 clap = { version = "4.5", features = ["derive"] }
 cxx = "1.0"
-hashbrown = "0.14"
+hashbrown = "0.15"
 hf-hub = { workspace = true }
-#log = { version = "0.4", features = [] }
 text-generation-router = { path = "../../router" }
 tokenizers = { workspace = true }
-tokio = { version = "1.39", features = ["rt", "rt-multi-thread", "parking_lot", "signal", "sync"] }
-tokio-stream = "0.1.15"
+tokio = { version = "1.43.0", features = ["rt", "rt-multi-thread", "parking_lot", "signal", "sync"] }
+tokio-stream = "0.1.17"
 thiserror = "1.0.63"
 tracing = "0.1"
-#tracing-opentelemetry = "0.25"
-#tracing-subscriber = { version = "0.3", features = ["json", "env-filter"] }
 pyo3 = { workspace = true }
 
 [build-dependencies]
diff --git a/backends/trtllm/src/looper.rs b/backends/trtllm/src/looper.rs
index 969046d184b..b148ec301d4 100644
--- a/backends/trtllm/src/looper.rs
+++ b/backends/trtllm/src/looper.rs
@@ -18,10 +18,12 @@ use text_generation_router::validation::ValidationError::{
     EmptyInput, Grammar, TopNTokensDisabled, UnsupportedModality,
 };
 use text_generation_router::validation::{Chunk, ValidGenerateRequest};
-use text_generation_router::{FinishReason, Token};
+use text_generation_router::Token;
 
 use crate::errors::TensorRtLlmBackendError;
-use crate::ffi::{create_backend_from_engine_folder, GenerationStep, TensorRtLlmBackendImpl};
+use crate::ffi::{
+    create_backend_from_engine_folder, FinishReason, GenerationStep, TensorRtLlmBackendImpl,
+};
 use crate::utils::first_line;
 
 type InferResult<T> = Result<T, InferError>;
@@ -40,6 +42,7 @@ struct DecodedToken {
     id: u32,
     log_prob: f32,
     is_final: bool,
+    finish_reason: FinishReason,
 }
 
 impl<'step> TryFrom<&'step GenerationStep> for DecodedToken {
@@ -51,6 +54,7 @@ impl<'step> TryFrom<&'step GenerationStep> for DecodedToken {
                 id: step.token_id,
                 log_prob: step.log_prob,
                 is_final: step.is_final,
+                finish_reason: step.finish_reason,
             })
         } else {
             Err(GenerationError(step.error_msg.clone()))
@@ -192,7 +196,7 @@ fn post_process_decoded_token(
                 let generated_text = GeneratedText {
                     text: text.unwrap(),
                     generated_tokens: ctx.tokens.len() as u32,
-                    finish_reason: FinishReason::EndOfSequenceToken, // TODO : Map FinishReason
+                    finish_reason: decoded_token.finish_reason.into(),
                     seed: None,
                 };
 
diff --git a/backends/trtllm/src/main.rs b/backends/trtllm/src/main.rs
index 5af96adea13..cef225be13b 100644
--- a/backends/trtllm/src/main.rs
+++ b/backends/trtllm/src/main.rs
@@ -67,11 +67,7 @@ struct Args {
     payload_limit: usize,
 }
 
-async fn get_tokenizer(
-    tokenizer_name: &str,
-    _tokenizer_config_path: Option<&str>,
-    revision: Option<&str>,
-) -> Option<Tokenizer> {
+async fn get_tokenizer(tokenizer_name: &str, revision: Option<&str>) -> Option<Tokenizer> {
     // Parse Huggingface hub token
     let authorization_token = std::env::var("HF_TOKEN")
         .or_else(|_| std::env::var("HUGGING_FACE_HUB_TOKEN"))
@@ -182,19 +178,6 @@ async fn get_tokenizer(
         }
     };
 
-    // Read the JSON contents of the file as an instance of 'HubTokenizerConfig'.
-    // let tokenizer_config: Option<HubTokenizerConfig> = if let Some(filename) = tokenizer_config_path
-    // {
-    //     HubTokenizerConfig::from_file(filename)
-    // } else {
-    //     tokenizer_config_filename.and_then(HubTokenizerConfig::from_file)
-    // };
-
-    // let tokenizer_config = tokenizer_config.unwrap_or_else(|| {
-    //     tracing::warn!("Could not find tokenizer config locally and no API specified");
-    //     HubTokenizerConfig::default()
-    // });
-
     let tokenizer: Tokenizer = {
         use pyo3::prelude::*;
         pyo3::Python::with_gil(|py| -> PyResult<()> {
@@ -292,13 +275,9 @@ async fn main() -> Result<(), TensorRtLlmBackendError> {
     }
 
     // Create the backend
-    match get_tokenizer(
-        &tokenizer_name,
-        tokenizer_config_path.as_deref(),
-        revision.as_deref(),
-    )
-    .await
-    .expect("Failed to retrieve tokenizer implementation")
+    match get_tokenizer(&tokenizer_name, revision.as_deref())
+        .await
+        .expect("Failed to retrieve tokenizer implementation")
     {
         Tokenizer::Python { .. } => Err(TensorRtLlmBackendError::Tokenizer(
             "Failed to retrieve Rust based tokenizer".to_string(),