diff --git a/integration-tests/models/test_idefics2.py b/integration-tests/models/test_idefics2.py
index d68664c3..d34cce34 100644
--- a/integration-tests/models/test_idefics2.py
+++ b/integration-tests/models/test_idefics2.py
@@ -38,27 +38,27 @@ async def test_flash_idefics2_next_simple(flash_idefics2_next, response_snapshot
     assert response == response_snapshot
 
 
-# @pytest.mark.asyncio
-# @pytest.mark.private
-# async def test_flash_idefics2_next_all_params(flash_idefics2_next, response_snapshot):
-#     response = await flash_idefics2_next.generate(
-#         "Test request",
-#         max_new_tokens=10,
-#         repetition_penalty=1.2,
-#         return_full_text=True,
-#         stop_sequences=["test"],
-#         temperature=0.5,
-#         top_p=0.9,
-#         top_k=10,
-#         truncate=5,
-#         typical_p=0.9,
-#         watermark=True,
-#         decoder_input_details=True,
-#         seed=0,
-#     )
-#
-#     assert response.details.generated_tokens == 10
-#     assert response == response_snapshot
+@pytest.mark.asyncio
+@pytest.mark.private
+async def test_flash_idefics2_next_all_params(flash_idefics2_next, response_snapshot):
+    response = await flash_idefics2_next.generate(
+        "Test request",
+        max_new_tokens=10,
+        repetition_penalty=1.2,
+        return_full_text=True,
+        stop_sequences=["test"],
+        temperature=0.5,
+        top_p=0.9,
+        top_k=10,
+        truncate=5,
+        typical_p=0.9,
+        watermark=True,
+        decoder_input_details=True,
+        seed=0,
+    )
+
+    assert response.details.generated_tokens == 10
+    assert response == response_snapshot
 
 
 @pytest.mark.asyncio
diff --git a/router/src/validation.rs b/router/src/validation.rs
index d3c7163e..be4bef00 100644
--- a/router/src/validation.rs
+++ b/router/src/validation.rs
@@ -510,21 +510,17 @@ fn fetch_image(input: &str) -> Result<(String, usize, usize), ValidationError> {
 /// Get input length and optionally truncate it
 fn prepare_input(
     mut inputs: String,
-    truncate: Option<usize>,
+    _truncate: Option<usize>,
     tokenizer: &Tokenizer,
     config: &Option<Config>,
 ) -> Result<(tokenizers::Encoding, String), ValidationError> {
     static RE: Lazy<Regex> = Lazy::new(|| Regex::new(r"!\[\]\([^\)]*\)").unwrap());
-    tracing::info!("Truncate {truncate:?}");
     let tokenizer_query = match config {
         Some(Config::LlavaNext(config)) => {
             let mut modified_inputs = String::with_capacity(inputs.len());
             let mut tokenizer_query = String::with_capacity(inputs.len());
             let mut start = 0;
             for chunk in RE.find_iter(&inputs) {
-                if let Some(truncate) = truncate {
-                    return Err(ValidationError::TruncateImage(truncate));
-                }
                 let chunk_start = chunk.start();
                 let chunk_end = chunk.end();
                 if chunk_start != start {
@@ -549,9 +545,6 @@ fn prepare_input(
             let mut tokenizer_query = String::with_capacity(inputs.len());
             let mut start = 0;
             for chunk in RE.find_iter(&inputs) {
-                if let Some(truncate) = truncate {
-                    return Err(ValidationError::TruncateImage(truncate));
-                }
                 let chunk_start = chunk.start();
                 let chunk_end = chunk.end();
                 if chunk_start != start {
@@ -688,10 +681,6 @@ pub enum ValidationError {
     InvalidImageContent(String),
     #[error("Could not fetch image: {0}")]
     FailedFetchImage(#[from] reqwest::Error),
-    #[error(
-        "`truncate` cannot be used with VLM and images as it is truncating the image in the middle"
-    )]
-    TruncateImage(usize),
 }
 
 #[cfg(test)]