diff --git a/src/distributions/slice.rs b/src/distributions/slice.rs
index 398cad18b2..224bf1712c 100644
--- a/src/distributions/slice.rs
+++ b/src/distributions/slice.rs
@@ -7,6 +7,8 @@
 // except according to those terms.
 
 use crate::distributions::{Distribution, Uniform};
+#[cfg(feature = "alloc")]
+use alloc::string::String;
 
 /// A distribution to sample items uniformly from a slice.
 ///
@@ -115,3 +117,35 @@ impl core::fmt::Display for EmptySlice {
 
 #[cfg(feature = "std")]
 impl std::error::Error for EmptySlice {}
+
+/// Note: the `String` is potentially left with excess capacity; optionally the
+/// user may call `string.shrink_to_fit()` afterwards.
+#[cfg(feature = "alloc")]
+impl<'a> super::DistString for Slice<'a, char> {
+    fn append_string<R: crate::Rng + ?Sized>(&self, rng: &mut R, string: &mut String, len: usize) {
+        // Get the max char length to minimize extra space.
+        // Limit this check to avoid searching for long slice.
+        let max_char_len = if self.slice.len() < 200 {
+            self.slice
+                .iter()
+                .try_fold(1, |max_len, char| {
+                    // When the current max_len is 4, the result max_char_len will be 4.
+                    Some(max_len.max(char.len_utf8())).filter(|len| *len < 4)
+                })
+                .unwrap_or(4)
+        } else {
+            4
+        };
+
+        // Split the extension of string to reuse the unused capacities.
+        // Skip the split for small length or only ascii slice.
+        let mut extend_len = if max_char_len == 1 || len < 100 { len } else { len / 4 };
+        let mut remain_len = len;
+        while extend_len > 0 {
+            string.reserve(max_char_len * extend_len);
+            string.extend(self.sample_iter(&mut *rng).take(extend_len));
+            remain_len -= extend_len;
+            extend_len = extend_len.min(remain_len);
+        }
+    }
+}
diff --git a/src/distributions/uniform.rs b/src/distributions/uniform.rs
index a2664768c9..713961e8e0 100644
--- a/src/distributions/uniform.rs
+++ b/src/distributions/uniform.rs
@@ -843,6 +843,24 @@ impl UniformSampler for UniformChar {
     }
 }
 
+/// Note: the `String` is potentially left with excess capacity if the range 
+/// includes non ascii chars; optionally the user may call 
+/// `string.shrink_to_fit()` afterwards.
+#[cfg(feature = "alloc")]
+impl super::DistString for Uniform<char>{
+    fn append_string<R: Rng + ?Sized>(&self, rng: &mut R, string: &mut alloc::string::String, len: usize) {
+        // Getting the hi value to assume the required length to reserve in string.
+        let mut hi = self.0.sampler.low + self.0.sampler.range - 1;
+        if hi >= CHAR_SURROGATE_START {
+            hi += CHAR_SURROGATE_LEN;
+        }
+        // Get the utf8 length of hi to minimize extra space.
+        let max_char_len = char::from_u32(hi).map(char::len_utf8).unwrap_or(4);
+        string.reserve(max_char_len * len);
+        string.extend(self.sample_iter(rng).take(len))
+    }
+}
+
 /// The back-end implementing [`UniformSampler`] for floating-point types.
 ///
 /// Unless you are implementing [`UniformSampler`] for your own type, this type
@@ -1376,6 +1394,22 @@ mod tests {
             let c = d.sample(&mut rng);
             assert!((c as u32) < 0xD800 || (c as u32) > 0xDFFF);
         }
+        #[cfg(feature = "alloc")]
+        {
+            use crate::distributions::DistString;
+            let string1 = d.sample_string(&mut rng, 100);
+            assert_eq!(string1.capacity(), 300);
+            let string2 = Uniform::new(
+                core::char::from_u32(0x0000).unwrap(),
+                core::char::from_u32(0x0080).unwrap(),
+            ).unwrap().sample_string(&mut rng, 100);
+            assert_eq!(string2.capacity(), 100);
+            let string3 = Uniform::new_inclusive(
+                core::char::from_u32(0x0000).unwrap(),
+                core::char::from_u32(0x0080).unwrap(),
+            ).unwrap().sample_string(&mut rng, 100);
+            assert_eq!(string3.capacity(), 200);
+        }
     }
 
     #[test]