diff --git a/llama-cpp-2/src/context/sample.rs b/llama-cpp-2/src/context/sample.rs
index 08d3b59e..f9ef4c78 100644
--- a/llama-cpp-2/src/context/sample.rs
+++ b/llama-cpp-2/src/context/sample.rs
@@ -8,6 +8,7 @@ use llama_cpp_sys_2::llama_context;
 
 /// struct to hold params for sampling
 #[derive(Debug)]
+#[deprecated(since = "0.1.32", note = "this does not scale well with many params and does not allow for changing of orders.")]
 pub struct Sampler<'grammar> {
     token_data_array: LlamaTokenDataArray,
     grammar: Option<&'grammar mut LlamaGrammar>,
@@ -15,6 +16,7 @@ pub struct Sampler<'grammar> {
 }
 
 impl<'grammar> Sampler<'grammar> {
+    #[deprecated(since = "0.1.32", note = "this does not scale well with many params and does not allow for changing of orders.")]
     fn sample(self, llama_context: &mut LlamaContext) -> LlamaToken {
         match self {
             Sampler {
@@ -58,6 +60,7 @@ impl<'grammar> Sampler<'grammar> {
 
     /// Create a new sampler.
     #[must_use]
+    #[deprecated(since = "0.1.32", note = "this does not scale well with many params and does not allow for changing of orders.")]
     pub fn new(llama_token_data_array: LlamaTokenDataArray) -> Self {
         Self {
             token_data_array: llama_token_data_array,
@@ -68,6 +71,7 @@ impl<'grammar> Sampler<'grammar> {
 
     /// Set the grammar for sampling.
     #[must_use]
+    #[deprecated(since = "0.1.32", note = "this does not scale well with many params and does not allow for changing of orders.")]
     pub fn with_grammar(mut self, grammar: &'grammar mut LlamaGrammar) -> Self {
         self.grammar = Some(grammar);
         self
@@ -87,6 +91,7 @@ impl<'grammar> Sampler<'grammar> {
     ///     .with_temperature(0.5);
     /// ```
     #[must_use]
+    #[deprecated(since = "0.1.32", note = "this does not scale well with many params and does not allow for changing of orders.")]
     pub fn with_temperature(mut self, temperature: f32) -> Self {
         if temperature == 0.0 {
             return self;
@@ -102,6 +107,7 @@ impl LlamaContext<'_> {
     /// # Panics
     ///
     /// - sampler contains no tokens
+    #[deprecated(since = "0.1.32", note = "this does not scale well with many params and does not allow for changing of orders.")]
     pub fn sample(&mut self, sampler: Sampler) -> LlamaToken {
         sampler.sample(self)
     }