diff --git a/mlx/lora/finetune-experiments.ipynb b/mlx/lora/finetune-experiments.ipynb
index c83d35976edb91ab0828bdbd59151604be1fea4e..b9733c321223379de6350f020308c1adeb10d58f 100644
--- a/mlx/lora/finetune-experiments.ipynb
+++ b/mlx/lora/finetune-experiments.ipynb
@@ -130,14 +130,34 @@
    "id": "fd1a48e84474aaea"
   },
   {
-   "cell_type": "code",
-   "execution_count": null,
-   "outputs": [],
-   "source": [],
+   "cell_type": "markdown",
+   "source": [
+    "``` \n",
+    "$ python lora.py --model mlx_model/Mistral-7B-v0.1 --train --iters 600 --batch-size 1 --lora-layers 4\n",
+    "Loading pretrained model\n",
+    "Total parameters 1242.763M\n",
+    "Trainable parameters 0.426M\n",
+    "Loading datasets\n",
+    "Training\n",
+    "Iter 1: Val loss 1.805, Val took 93.856s\n",
+    "Iter 10: Train loss 1.275, It/sec 0.144, Tokens/sec 115.780\n",
+    "[WARNING] Some sequences are longer than 2048 tokens. Consider pre-splitting your data to save memory.\n",
+    "Iter 20: Train loss 1.052, It/sec 0.087, Tokens/sec 92.686\n",
+    "[WARNING] Some sequences are longer than 2048 tokens. Consider pre-splitting your data to save memory.\n",
+    "Iter 30: Train loss 1.230, It/sec 0.110, Tokens/sec 91.892\n",
+    "[WARNING] Some sequences are longer than 2048 tokens. Consider pre-splitting your data to save memory.\n",
+    "Iter 40: Train loss 1.032, It/sec 0.109, Tokens/sec 91.080\n",
+    "Iter 50: Train loss 0.977, It/sec 0.128, Tokens/sec 95.607\n",
+    "Iter 60: Train loss 1.021, It/sec 0.166, Tokens/sec 94.361\n",
+    "[WARNING] Some sequences are longer than 2048 tokens. Consider pre-splitting your data to save memory.\n",
+    "Iter 70: Train loss 1.077, It/sec 0.097, Tokens/sec 87.647\n",
+    "[WARNING] Some sequences are longer than 2048 tokens. Consider pre-splitting your data to save memory.\n",
+    "libc++abi: terminating due to uncaught exception of type std::runtime_error: [METAL] Command buffer execution failed: Insufficient Memory (00000008:kIOGPUCommandBufferCallbackErrorOutOfMemory)\n"
+   ],
    "metadata": {
     "collapsed": false
    },
-   "id": "51b420d949a23c54"
+   "id": "7e10d007a2d411f0"
   }
  ],
  "metadata": {