diff --git a/README.md b/README.md
index 8eecb72..9456fbc 100644
--- a/README.md
+++ b/README.md
@@ -15,7 +15,6 @@ through the following linked [tests](./test.sh).
 ## TODOs
 
 - Add support for chat (https://github.com/karpathy/llama2.c/pull/343)
-- Use `errdefer` in all init methods (see generator)
 
 ## Usage
 
diff --git a/src/attention.zig b/src/attention.zig
index 49129c9..a19eec1 100644
--- a/src/attention.zig
+++ b/src/attention.zig
@@ -21,18 +21,48 @@ pub fn init(allocator: std.mem.Allocator, checkpoint: Checkpoint, seq_len: usize
     const kv_dim = checkpoint.kv_dim;
     const kv_cache_dim = checkpoint.n_layers * seq_len * kv_dim;
 
+    const input_buffer = try allocator.alloc(f32, dim);
+
+    errdefer allocator.free(input_buffer);
+
+    const output_buffer = try allocator.alloc(f32, dim);
+
+    errdefer allocator.free(output_buffer);
+
+    const scores_buffer = try allocator.alloc(f32, checkpoint.n_heads * seq_len);
+
+    errdefer allocator.free(scores_buffer);
+
+    const queries_buffer = try allocator.alloc(f32, dim);
+
+    errdefer allocator.free(queries_buffer);
+
+    const keys_buffer = try allocator.alloc(f32, kv_dim);
+
+    errdefer allocator.free(keys_buffer);
+
+    const values_buffer = try allocator.alloc(f32, kv_dim);
+
+    errdefer allocator.free(values_buffer);
+
+    const key_cache = try allocator.alloc(f32, kv_cache_dim);
+
+    errdefer allocator.free(key_cache);
+
+    const value_cache = try allocator.alloc(f32, kv_cache_dim);
+
     return Self{
         .allocator = allocator,
         .checkpoint = checkpoint,
         .seq_len = seq_len,
-        .input_buffer = try allocator.alloc(f32, dim),
-        .output_buffer = try allocator.alloc(f32, dim),
-        .scores_buffer = try allocator.alloc(f32, checkpoint.n_heads * seq_len),
-        .queries_buffer = try allocator.alloc(f32, dim),
-        .keys_buffer = try allocator.alloc(f32, kv_dim),
-        .values_buffer = try allocator.alloc(f32, kv_dim),
-        .key_cache = try allocator.alloc(f32, kv_cache_dim),
-        .value_cache = try allocator.alloc(f32, kv_cache_dim),
+        .input_buffer = input_buffer,
+        .output_buffer = output_buffer,
+        .scores_buffer = scores_buffer,
+        .queries_buffer = queries_buffer,
+        .keys_buffer = keys_buffer,
+        .values_buffer = values_buffer,
+        .key_cache = key_cache,
+        .value_cache = value_cache,
     };
 }
 
diff --git a/src/cli.zig b/src/cli.zig
index 443da3c..2713f4f 100644
--- a/src/cli.zig
+++ b/src/cli.zig
@@ -25,8 +25,11 @@ pub fn init(allocator: std.mem.Allocator) !Self {
     var tokenizer_path: ?[]const u8 = null;
     var mmap: bool = true;
     var timer: bool = true;
+
     var arg_iterator = try std.process.argsWithAllocator(allocator);
 
+    errdefer arg_iterator.deinit();
+
     _ = arg_iterator.next().?;
 
     const checkpoint_path = arg_iterator.next() orelse try exit();
diff --git a/src/feed_forward.zig b/src/feed_forward.zig
index 80a6350..40b9829 100644
--- a/src/feed_forward.zig
+++ b/src/feed_forward.zig
@@ -15,13 +15,27 @@ pub fn init(allocator: std.mem.Allocator, checkpoint: Checkpoint) !Self {
     const dim = checkpoint.dim;
     const hidden_dim = checkpoint.hidden_dim;
 
+    const input_buffer = try allocator.alloc(f32, dim);
+
+    errdefer allocator.free(input_buffer);
+
+    const hidden_buffer = try allocator.alloc(f32, hidden_dim);
+
+    errdefer allocator.free(hidden_buffer);
+
+    const residual_buffer = try allocator.alloc(f32, hidden_dim);
+
+    errdefer allocator.free(residual_buffer);
+
+    const output_buffer = try allocator.alloc(f32, dim);
+
     return Self{
         .allocator = allocator,
         .checkpoint = checkpoint,
-        .input_buffer = try allocator.alloc(f32, dim),
-        .hidden_buffer = try allocator.alloc(f32, hidden_dim),
-        .residual_buffer = try allocator.alloc(f32, hidden_dim),
-        .output_buffer = try allocator.alloc(f32, dim),
+        .input_buffer = input_buffer,
+        .hidden_buffer = hidden_buffer,
+        .residual_buffer = residual_buffer,
+        .output_buffer = output_buffer,
     };
 }
 
diff --git a/src/tokenizer.zig b/src/tokenizer.zig
index 17a7f9c..b9f4865 100644
--- a/src/tokenizer.zig
+++ b/src/tokenizer.zig
@@ -10,8 +10,17 @@ sorted_vocab: []const VocabEntry,
 
 pub fn init(allocator: std.mem.Allocator, path: []const u8, vocab_size: usize) !Self {
     var vocab = try allocator.alloc([]u8, vocab_size);
+
+    errdefer for (vocab) |word| {
+        allocator.free(word);
+    };
+
+    errdefer allocator.free(vocab);
+
     var word_scores = try allocator.alloc(f32, vocab_size);
 
+    errdefer allocator.free(word_scores);
+
     const file = try std.fs.cwd().openFile(path, .{});
 
     defer file.close();
diff --git a/src/transformer.zig b/src/transformer.zig
index 5757f83..70c691d 100644
--- a/src/transformer.zig
+++ b/src/transformer.zig
@@ -17,13 +17,29 @@ logits: []f32,
 pub fn init(allocator: std.mem.Allocator, cli: *const Cli) !Self {
     const checkpoint = try Checkpoint.init(if (cli.mmap) null else allocator, cli.checkpoint_path);
 
+    errdefer checkpoint.deinit();
+
+    const attention = try Attention.init(allocator, checkpoint, cli.n_steps);
+
+    errdefer attention.deinit();
+
+    const feed_forward = try FeedForward.init(allocator, checkpoint);
+
+    errdefer feed_forward.deinit();
+
+    const hidden_state = try allocator.alloc(f32, checkpoint.dim);
+
+    errdefer allocator.free(hidden_state);
+
+    const logits = try allocator.alloc(f32, checkpoint.vocab_size);
+
     return Self{
         .allocator = allocator,
         .checkpoint = checkpoint,
-        .attention = try Attention.init(allocator, checkpoint, cli.n_steps),
-        .feed_forward = try FeedForward.init(allocator, checkpoint),
-        .hidden_state = try allocator.alloc(f32, checkpoint.dim),
-        .logits = try allocator.alloc(f32, checkpoint.vocab_size),
+        .attention = attention,
+        .feed_forward = feed_forward,
+        .hidden_state = hidden_state,
+        .logits = logits,
     };
 }