diff --git a/.gitignore b/.gitignore
index 99d2e9d..6281d49 100644
--- a/.gitignore
+++ b/.gitignore
@@ -174,6 +174,7 @@ QWEN.md
 *.jsonl
 train.jsonl
 valid.jsonl
+training/full_data/
 
 # Model files (large binaries - use HuggingFace)
 *.safetensors
@@ -190,5 +191,5 @@ AGENTS.md
 GEMINI.md
 QWEN.md
 
-# MLX model directories
-zen-coder-4b-mlx/model-*.safetensors
+# MLX model directories (downloaded locally, hosted on HuggingFace)
+zen-coder-4b-mlx/
diff --git a/training/full_data b/training/full_data
deleted file mode 160000
index 1f90dee..0000000
--- a/training/full_data
+++ /dev/null
@@ -1 +0,0 @@
-Subproject commit 1f90deef384c47a529dddb30e0209e67c3bb25ba