diff --git a/router/src/config.rs b/router/src/config.rs
index 64663a7a..9b5a2404 100644
--- a/router/src/config.rs
+++ b/router/src/config.rs
@@ -4,7 +4,7 @@ use serde::{Deserialize, Serialize};
 #[serde(tag = "model_type")]
 #[serde(rename_all = "snake_case")]
 pub struct LlavaNext {
-    text_config: Box<Config>,
+    text_config: TextConfig,
     vision_config: VisionConfig,
     image_grid_pinpoints: Vec<(usize, usize)>,
 }
@@ -32,9 +32,12 @@ fn select_best_resolution(
     let mut min_wasted_resolution = f32::NEG_INFINITY;
 
     for (height, width) in possible_resolutions {
-        // let scale = std::cmp::min(width / original_width, height / original_height);
-        let downscaled_width = width / original_width * original_width;
-        let downscaled_height = height / original_height * original_height;
+        let wscale = *width as f32 / original_width as f32;
+        let hscale = *height as f32 / original_height as f32;
+        // f32 partial ord.
+        let scale = if wscale > hscale { hscale } else { wscale };
+        let downscaled_width = (*width as f32 * scale) as usize;
+        let downscaled_height = (*height as f32 * scale) as usize;
         let effective_resolution = std::cmp::min(
             downscaled_width * downscaled_height,
             original_width * original_height,
@@ -51,7 +54,7 @@ fn select_best_resolution(
         }
     }
 
-    best_fit.expect("Expect a resolution to exist")
+    best_fit.unwrap_or((original_height, original_width))
 }
 
 impl LlavaNext {
@@ -89,11 +92,67 @@ pub enum Config {
     ClipVisionModel(ClipVisionModel),
     Mistral,
     Idefics,
+    Ssm,
+    GptBigcode,
+    Santacoder,
+    Bloom,
+    Mpt,
+    GptNeox,
+    Phi,
+    #[serde(rename = "phi-msft")]
+    PhiMsft,
+    Llama,
+    Baichuan,
+    Gemma,
+    Cohere,
+    Drbx,
+    Falcon,
+    Mixtral,
+    Starcoder2,
+    Qwen2,
+    Opt,
+    T5,
 }
 
+#[derive(Clone, Debug, Serialize, Deserialize)]
+#[serde(rename_all = "snake_case")]
+pub struct TextConfig {}
+
 #[derive(Clone, Debug, Serialize, Deserialize)]
 #[serde(rename_all = "snake_case")]
 pub struct VisionConfig {
     image_size: usize,
     patch_size: usize,
 }
+
+#[cfg(test)]
+mod test {
+    use super::*;
+
+    #[test]
+    fn test_llava_next_features() {
+        let config = LlavaNext {
+            text_config: TextConfig {},
+            vision_config: VisionConfig {
+                image_size: 336,
+                patch_size: 14,
+            },
+            image_grid_pinpoints: vec![
+                (336, 672),
+                (672, 336),
+                (672, 672),
+                (1008, 336),
+                (336, 1008),
+            ],
+        };
+
+        let slots = config.get_number_of_features(640, 640);
+        assert_eq!(slots, 2928);
+        let slots = config.get_number_of_features(480, 640);
+        assert_eq!(slots, 2340);
+        let slots = config.get_number_of_features(899, 1024);
+        assert_eq!(slots, 2732);
+        let slots = config.get_number_of_features(1024, 899);
+        assert_eq!(slots, 3320);
+    }
+}
diff --git a/router/src/main.rs b/router/src/main.rs
index f180d65b..aace2ff9 100644
--- a/router/src/main.rs
+++ b/router/src/main.rs
@@ -218,13 +218,14 @@ async fn main() -> Result<(), RouterError> {
         };
 
         let config: Option<Config> = api_repo.get("config.json").await.ok().and_then(|filename| {
-            tracing::info!("Config filename {filename:?}");
             std::fs::read_to_string(filename)
                 .ok()
                 .as_ref()
                 .and_then(|c| {
                     let config: Result<Config, _> = serde_json::from_str(c);
-                    tracing::info!("Config parse {config:?}");
+                    if let Err(err) = &config {
+                        tracing::warn!("Could not parse config {err:?}");
+                    }
                     config.ok()
                 })
         });