diff --git a/aider/website/_data/quant.yml b/aider/website/_data/quant.yml
index c3de293f4..03ec2254d 100644
--- a/aider/website/_data/quant.yml
+++ b/aider/website/_data/quant.yml
@@ -1,6 +1,6 @@
 - dirname: 2024-11-09-11-09-15--Qwen2.5-Coder-32B-Instruct
   test_cases: 133
-  model: HuggingFace via GLHF: BF16
+  model: "HuggingFace via GLHF: BF16"
   released: 2024-11-12
   edit_format: diff
   commit_hash: ec9982a
@@ -24,7 +24,7 @@
 
 - dirname: 2024-11-22-18-56-13--ollama-qwen2.5-coder:32b-instruct-fp16
   test_cases: 132
-  model: Ollama: fp16
+  model: "Ollama: fp16"
   edit_format: diff
   commit_hash: f06452c-dirty, 6a0a97c-dirty, 4e9ae16-dirty, 5506d0f-dirty
   pass_rate_1: 58.3
@@ -47,7 +47,7 @@
   
 - dirname: 2024-11-22-14-53-26--hyperbolic-qwen25coder32binstruct
   test_cases: 133
-  model: Hyperbolic: BF16
+  model: "Hyperbolic: BF16"
   edit_format: diff
   commit_hash: f9ef161, 17aef7b-dirty
   pass_rate_1: 57.9
@@ -70,7 +70,7 @@
   
 - dirname: 2024-11-22-17-53-35--qwen25-coder-32b-Instruct-4bit
   test_cases: 133
-  model: mlx-community: 4bit
+  model: "mlx-community: 4bit"
   edit_format: diff
   commit_hash: a16dcab-dirty
   pass_rate_1: 60.2
@@ -93,7 +93,7 @@
 
 - dirname: 2024-11-23-15-07-20--qwen25-coder-32b-Instruct-8bit
   test_cases: 133
-  model: mlx-community: 8bit
+  model: "mlx-community: 8bit"
   edit_format: diff
   commit_hash: a16dcab-dirty
   pass_rate_1: 59.4
@@ -116,7 +116,7 @@
 
 - dirname: 2024-11-20-15-17-37--qwen25-32b-or-diff
   test_cases: 133
-  model: OpenRouter: multiple
+  model: "OpenRouter: multiple"
   edit_format: diff
   commit_hash: e917424
   pass_rate_1: 49.6
@@ -139,7 +139,7 @@
 
 - dirname: 2024-11-23-21-08-53--ollama-qwen2.5-coder:32b-instruct-q4_K_M-8kctx
   test_cases: 133
-  model: Ollama: q4_K_M
+  model: "Ollama: q4_K_M"
   edit_format: diff
   commit_hash: baa1335-dirty, e63df83-dirty, ff8c1aa-dirty
   pass_rate_1: 54.9
@@ -162,7 +162,7 @@
 
 - dirname: 2024-11-24-02-23-32--deepinfra-qwen-diff
   test_cases: 133
-  model: Deepinfra: BF16
+  model: "Deepinfra: BF16"
   edit_format: diff
   commit_hash: bb78e2f
   pass_rate_1: 58.6
@@ -185,7 +185,7 @@
 
 - dirname: 2024-11-24-04-12-58--fireworks-qwen-diff
   test_cases: 133
-  model: Fireworks: unknown
+  model: "Fireworks: unknown"
   edit_format: diff
   commit_hash: 757eac0
   pass_rate_1: 57.9
@@ -208,7 +208,7 @@
 
 - dirname: 2024-11-24-02-04-59--ollama-qwen2.5-coder:32b-instruct-q2_K-8kctx
   test_cases: 133
-  model: Ollama: q2_K
+  model: "Ollama: q2_K"
   edit_format: diff
   commit_hash: 757eac0, bb78e2f, 8d0ba40-dirty, 1d09e96
   pass_rate_1: 48.9
@@ -231,7 +231,7 @@
 
 - dirname: 2024-11-24-14-56-49--qwen25-32b-or-fireworks
   test_cases: 133
-  model: Fireworks via OpenRouter: unknown
+  model: "Fireworks via OpenRouter: unknown"
   edit_format: diff
   commit_hash: c2f184f
   pass_rate_1: 55.6
@@ -254,7 +254,7 @@
 
 - dirname: 2024-11-24-14-36-59--qwen25-32b-or-hyperbolic
   test_cases: 133
-  model: Hyperbolic via OpenRouter: BF16
+  model: "Hyperbolic via OpenRouter: BF16"
   edit_format: diff
   commit_hash: c2f184f
   pass_rate_1: 40.6
@@ -273,4 +273,4 @@
   date: 2024-11-24
   versions: 0.64.2.dev
   seconds_per_case: 110.0
-  total_cost: 0.1763
\ No newline at end of file
+  total_cost: 0.1763