diff --git a/mlx/dtype.cpp b/mlx/dtype.cpp
index 5eaf7c90e..465e51bd5 100644
--- a/mlx/dtype.cpp
+++ b/mlx/dtype.cpp
@@ -190,9 +190,9 @@ std::string dtype_to_array_protocol(const Dtype& t) {
 }
 
 // Dtype from array protocol type string
-Dtype dtype_from_array_protocol(const std::string& t) {
+Dtype dtype_from_array_protocol(std::string_view t) {
   if (t.length() == 2 || t.length() == 3) {
-    std::string r = t.length() == 3 ? t.substr(1, 2) : t;
+    std::string_view r = t.length() == 3 ? t.substr(1, 2) : t;
 
     if (r == "V2") {
       return bfloat16;
@@ -238,7 +238,7 @@ Dtype dtype_from_array_protocol(const std::string& t) {
   }
 
   throw std::invalid_argument(
-      "[from_str] Invalid array protocol type-string: " + t);
+      "[from_str] Invalid array protocol type-string: " + std::string(t));
 }
 
 } // namespace mlx::core
diff --git a/mlx/dtype.h b/mlx/dtype.h
index 410b70fb1..007b09d74 100644
--- a/mlx/dtype.h
+++ b/mlx/dtype.h
@@ -106,6 +106,6 @@ struct TypeToDtype {
 // Array protocol typestring for Dtype
 std::string dtype_to_array_protocol(const Dtype& t);
 // Dtype from array protocol type string
-Dtype dtype_from_array_protocol(const std::string& t);
+Dtype dtype_from_array_protocol(std::string_view t);
 
 } // namespace mlx::core
diff --git a/mlx/graph_utils.cpp b/mlx/graph_utils.cpp
index ba031c441..c6b594247 100644
--- a/mlx/graph_utils.cpp
+++ b/mlx/graph_utils.cpp
@@ -23,8 +23,7 @@ const std::string& NodeNamer::get_name(const array& x) {
       letters.push_back('A' + (var_num - 1) % 26);
       var_num = (var_num - 1) / 26;
     }
-    std::string name(letters.rbegin(), letters.rend());
-    names.insert({x.id(), name});
+    names.emplace(x.id(), std::string(letters.rbegin(), letters.rend()));
 
     return get_name(x);
   }
diff --git a/mlx/io.h b/mlx/io.h
index 59866ea27..640f62f68 100644
--- a/mlx/io.h
+++ b/mlx/io.h
@@ -23,13 +23,13 @@ using SafetensorsLoad = std::pair<
 void save(std::shared_ptr<io::Writer> out_stream, array a);
 
 /** Save array to file in .npy format */
-void save(const std::string& file, array a);
+void save(std::string file, array a);
 
 /** Load array from reader in .npy format */
 array load(std::shared_ptr<io::Reader> in_stream, StreamOrDevice s = {});
 
 /** Load array from file in .npy format */
-array load(const std::string& file, StreamOrDevice s = {});
+array load(std::string file, StreamOrDevice s = {});
 
 /** Load array map from .safetensors file format */
 SafetensorsLoad load_safetensors(
@@ -44,13 +44,13 @@ void save_safetensors(
     std::unordered_map<std::string, array>,
     std::unordered_map<std::string, std::string> metadata = {});
 void save_safetensors(
-    const std::string& file,
+    std::string file,
     std::unordered_map<std::string, array>,
     std::unordered_map<std::string, std::string> metadata = {});
 
 /** Load array map and metadata from .gguf file format */
 
-GGUFLoad load_gguf(const std::string& file, StreamOrDevice s = {});
+GGUFLoad load_gguf(std::string_view file, StreamOrDevice s = {});
 
 void save_gguf(
     std::string file,
diff --git a/mlx/io/gguf.cpp b/mlx/io/gguf.cpp
index 9e7953d6e..e23fb255e 100644
--- a/mlx/io/gguf.cpp
+++ b/mlx/io/gguf.cpp
@@ -230,8 +230,8 @@ std::unordered_map<std::string, array> load_arrays(gguf_ctx* ctx) {
   return array_map;
 }
 
-GGUFLoad load_gguf(const std::string& file, StreamOrDevice s) {
-  gguf_ctx* ctx = gguf_open(file.c_str());
+GGUFLoad load_gguf(std::string_view file, StreamOrDevice s) {
+  gguf_ctx* ctx = gguf_open(file.data());
   if (!ctx) {
     throw std::runtime_error("[load_gguf] gguf_init failed");
   }
diff --git a/mlx/io/gguf_quants.cpp b/mlx/io/gguf_quants.cpp
index b9fe1e3bf..86ef960d5 100644
--- a/mlx/io/gguf_quants.cpp
+++ b/mlx/io/gguf_quants.cpp
@@ -105,7 +105,7 @@ void gguf_load_quantized(
     weights_per_byte = 1;
   }
 
-  std::string name = std::string(tensor.name, tensor.namelen);
+  std::string name(tensor.name, tensor.namelen);
   std::vector<int> shape = get_shape(tensor);
   const uint64_t weights_per_block = 32;
   if (shape[shape.size() - 1] % weights_per_block != 0) {
@@ -136,9 +136,9 @@ void gguf_load_quantized(
     extract_q8_0_data(tensor, weights, scales, biases);
   }
 
-  a.insert({name, weights});
+  a.emplace(std::move(name), std::move(weights));
 
-  auto check_insert = [](auto inserted) {
+  auto check_insert = [](const auto& inserted) {
     if (!inserted.second) {
       std::ostringstream msg;
       msg << "[load_gguf] Duplicate parameter name " << inserted.first->second
@@ -147,11 +147,11 @@ void gguf_load_quantized(
     }
   };
 
-  const std::string weight_suffix = ".weight";
+  constexpr std::string_view weight_suffix = ".weight";
   const std::string name_prefix =
       name.substr(0, name.length() - weight_suffix.length());
-  check_insert(a.insert({name_prefix + ".scales", scales}));
-  check_insert(a.insert({name_prefix + ".biases", biases}));
+  check_insert(a.emplace(name_prefix + ".scales", std::move(scales)));
+  check_insert(a.emplace(name_prefix + ".biases", std::move(biases)));
 }
 
 } // namespace mlx::core
diff --git a/mlx/io/load.cpp b/mlx/io/load.cpp
index de91ad549..b1e73ce37 100644
--- a/mlx/io/load.cpp
+++ b/mlx/io/load.cpp
@@ -114,16 +114,13 @@ void save(std::shared_ptr<io::Writer> out_stream, array a) {
 }
 
 /** Save array to file in .npy format */
-void save(const std::string& file_, array a) {
-  // Open and check file
-  std::string file = file_;
-
+void save(std::string file, array a) {
   // Add .npy to file name if it is not there
   if (file.length() < 4 || file.substr(file.length() - 4, 4) != ".npy")
     file += ".npy";
 
   // Serialize array
-  save(std::make_shared<io::FileWriter>(file), a);
+  save(std::make_shared<io::FileWriter>(std::move(file)), a);
 }
 
 /** Load array from reader in .npy format */
@@ -227,8 +224,8 @@ array load(std::shared_ptr<io::Reader> in_stream, StreamOrDevice s) {
 }
 
 /** Load array from file in .npy format */
-array load(const std::string& file, StreamOrDevice s) {
-  return load(std::make_shared<io::FileReader>(file), s);
+array load(std::string file, StreamOrDevice s) {
+  return load(std::make_shared<io::FileReader>(std::move(file)), s);
 }
 
 } // namespace mlx::core
diff --git a/mlx/io/safetensor.cpp b/mlx/io/safetensor.cpp
index 6f25aefee..69ebd46c8 100644
--- a/mlx/io/safetensor.cpp
+++ b/mlx/io/safetensor.cpp
@@ -60,7 +60,7 @@ std::string dtype_to_safetensor_str(Dtype t) {
   }
 }
 
-Dtype dtype_from_safetensor_str(std::string str) {
+Dtype dtype_from_safetensor_str(std::string_view str) {
   if (str == ST_F32) {
     return float32;
   } else if (str == ST_F16) {
@@ -88,7 +88,8 @@ Dtype dtype_from_safetensor_str(std::string str) {
   } else if (str == ST_C64) {
     return complex64;
   } else {
-    throw std::runtime_error("[safetensor] unsupported dtype " + str);
+    throw std::runtime_error(
+        "[safetensor] unsupported dtype " + std::string(str));
   }
 }
 
@@ -129,9 +130,9 @@ SafetensorsLoad load_safetensors(
       }
       continue;
     }
-    std::string dtype = item.value().at("dtype");
-    std::vector<int> shape = item.value().at("shape");
-    std::vector<size_t> data_offsets = item.value().at("data_offsets");
+    const std::string& dtype = item.value().at("dtype");
+    const std::vector<int>& shape = item.value().at("shape");
+    const std::vector<size_t>& data_offsets = item.value().at("data_offsets");
     Dtype type = dtype_from_safetensor_str(dtype);
     auto loaded_array = array(
         shape,
@@ -207,19 +208,17 @@ void save_safetensors(
 }
 
 void save_safetensors(
-    const std::string& file_,
+    std::string file,
     std::unordered_map<std::string, array> a,
     std::unordered_map<std::string, std::string> metadata /* = {} */) {
-  // Open and check file
-  std::string file = file_;
-
   // Add .safetensors to file name if it is not there
   if (file.length() < 12 ||
       file.substr(file.length() - 12, 12) != ".safetensors")
     file += ".safetensors";
 
   // Serialize array
-  save_safetensors(std::make_shared<io::FileWriter>(file), a, metadata);
+  save_safetensors(
+      std::make_shared<io::FileWriter>(std::move(file)), a, metadata);
 }
 
 } // namespace mlx::core
diff --git a/mlx/linalg.cpp b/mlx/linalg.cpp
index d772c0e14..332f7088b 100644
--- a/mlx/linalg.cpp
+++ b/mlx/linalg.cpp
@@ -96,7 +96,7 @@ inline array matrix_norm(
 
 inline array matrix_norm(
     const array& a,
-    const std::string& ord,
+    std::string_view ord,
     const std::vector<int>& axis,
     bool keepdims,
     StreamOrDevice s) {
@@ -153,7 +153,7 @@ array norm(
 
 array norm(
     const array& a,
-    const std::string& ord,
+    std::string_view ord,
     const std::optional<std::vector<int>>& axis /* = std::nullopt */,
     bool keepdims /* = false */,
     StreamOrDevice s /* = {} */) {
diff --git a/mlx/linalg.h b/mlx/linalg.h
index aa46a7959..ca01aa730 100644
--- a/mlx/linalg.h
+++ b/mlx/linalg.h
@@ -38,13 +38,13 @@ inline array norm(
 }
 array norm(
     const array& a,
-    const std::string& ord,
+    std::string_view ord,
     const std::optional<std::vector<int>>& axis = std::nullopt,
     bool keepdims = false,
     StreamOrDevice s = {});
 inline array norm(
     const array& a,
-    const std::string& ord,
+    std::string_view ord,
     int axis,
     bool keepdims = false,
     StreamOrDevice s = {}) {
diff --git a/python/src/buffer.h b/python/src/buffer.h
index 2118e7450..500236789 100644
--- a/python/src/buffer.h
+++ b/python/src/buffer.h
@@ -60,10 +60,10 @@ struct buffer_info {
   std::vector<ssize_t> strides;
 
   buffer_info(
-      const std::string& format,
+      std::string format,
       std::vector<ssize_t> shape_in,
       std::vector<ssize_t> strides_in)
-      : format(format),
+      : format(std::move(format)),
         shape(std::move(shape_in)),
         strides(std::move(strides_in)) {}