diff --git a/benchmark/src/lib.rs b/benchmark/src/lib.rs
index d6433612..014fb20e 100644
--- a/benchmark/src/lib.rs
+++ b/benchmark/src/lib.rs
@@ -8,7 +8,7 @@ use crate::app::App;
 use crate::event::Event;
 use crossterm::ExecutableCommand;
 use std::io;
-use text_generation_client::{NextTokenChooserParameters, ShardedClient};
+use text_generation_client::{LogitBias, NextTokenChooserParameters, ShardedClient};
 use tokenizers::Tokenizer;
 use tokio::sync::{broadcast, mpsc};
 use tui::backend::CrosstermBackend;
@@ -31,6 +31,7 @@ pub async fn run(
     repetition_penalty: Option<f32>,
     watermark: bool,
     do_sample: bool,
+    logit_bias: Vec<(String, f32)>,
     client: ShardedClient,
 ) -> Result<(), crossterm::ErrorKind> {
     let parameters = NextTokenChooserParameters {
@@ -42,7 +43,10 @@ pub async fn run(
         seed: 0,
         repetition_penalty: repetition_penalty.unwrap_or(1.0),
         watermark,
-        logit_bias: vec![],
+        logit_bias: logit_bias
+            .iter()
+            .map(|(string, bias)| LogitBias { string: string.clone(), bias: *bias })
+            .collect()
     };
 
     // Initialize terminal properties
@@ -140,6 +144,7 @@ pub async fn run(
         repetition_penalty,
         watermark,
         do_sample,
+        logit_bias,
     );
     println!("\n{parameters_table}\n");
 
diff --git a/benchmark/src/main.rs b/benchmark/src/main.rs
index a7550060..f32b1ad4 100644
--- a/benchmark/src/main.rs
+++ b/benchmark/src/main.rs
@@ -93,6 +93,11 @@ struct Args {
     /// decoding strategies, for full doc refer to the `text-generation-server`
     #[clap(long, env)]
     do_sample: bool,
+
+    /// Generation parameter in case you want to specifically test/debug particular
+    /// decoding strategies, for full doc refer to the `text-generation-server`
+    #[clap(default_values_t="vec![]", long, env)]
+    logit_bias: Vec<(String, f32)>,
 }
 
 fn main() -> Result<(), Box<dyn std::error::Error>> {
@@ -117,6 +122,7 @@ fn main() -> Result<(), Box<dyn std::error::Error>> {
         watermark,
         do_sample,
         master_shard_uds_path,
+        logit_bias,
     } = args;
 
     let batch_size = batch_size.unwrap_or(vec![1, 2, 4, 8, 16, 32]);
@@ -182,6 +188,7 @@ fn main() -> Result<(), Box<dyn std::error::Error>> {
                 repetition_penalty,
                 watermark,
                 do_sample,
+                logit_bias,
                 sharded_client,
             )
             .await
diff --git a/benchmark/src/table.rs b/benchmark/src/table.rs
index 6b74bc36..999b1859 100644
--- a/benchmark/src/table.rs
+++ b/benchmark/src/table.rs
@@ -16,6 +16,7 @@ pub(crate) fn parameters_table(
     repetition_penalty: Option<f32>,
     watermark: bool,
     do_sample: bool,
+    logit_bias: Vec<(String, f32)>
 ) -> Table {
     let mut builder = Builder::default();
 
@@ -33,6 +34,7 @@ pub(crate) fn parameters_table(
     builder.push_record(["Repetition Penalty", &format!("{repetition_penalty:?}")]);
     builder.push_record(["Watermark", &watermark.to_string()]);
     builder.push_record(["Do Sample", &do_sample.to_string()]);
+    builder.push_record(["Logit Bias", &format!("{logit_bias:?}")]);
 
     let mut table = builder.build();
     table.with(Style::markdown());