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tiers.json

@@ -0,0 +1,165 @@
+{
+  "ultra_fast_30+": [
+    {
+      "model": "SmolLM2-135M-Instruct-mobile",
+      "tps": 59.7,
+      "size_mb": 0
+    }
+  ],
+  "fast_15_30": [
+    {
+      "model": "TinyLlama-1.1B-Chat-mobile-int4",
+      "tps": 17.6,
+      "size_mb": 637.8
+    },
+    {
+      "model": "SmolLM2-1.7B-Instruct-mobile",
+      "tps": 18.7,
+      "size_mb": 1006.7
+    },
+    {
+      "model": "MiniCPM5-1B-mobile",
+      "tps": 18.1,
+      "size_mb": 656.2
+    },
+    {
+      "model": "MiniCPM-V-4.6-mobile",
+      "tps": 23.4,
+      "size_mb": 504.6
+    },
+    {
+      "model": "MiniCPM5-1B-multilingual-mobile",
+      "tps": 18.4,
+      "size_mb": 656.2
+    },
+    {
+      "model": "Qwen2.5-0.5B-Chinese-mobile",
+      "tps": 16.4,
+      "size_mb": 400.6
+    },
+    {
+      "model": "Qwen2.5-0.5B-Instruct-Server-mobile",
+      "tps": 16.7,
+      "size_mb": 482.3
+    },
+    {
+      "model": "SmolLM2-360M-Instruct-mobile",
+      "tps": 29.1,
+      "size_mb": 258.1
+    },
+    {
+      "model": "Qwen2.5-Math-1.5B-mobile",
+      "tps": 15.7,
+      "size_mb": 940.4
+    }
+  ],
+  "moderate_5_15": [
+    {
+      "model": "Qwen2.5-0.5B-Instruct-mobile-int4",
+      "tps": 12.5,
+      "size_mb": 0
+    },
+    {
+      "model": "Llama-3.2-1B-Instruct-Q4-mobile",
+      "tps": 11.3,
+      "size_mb": 0
+    },
+    {
+      "model": "Gemma-2B-Arabic-mobile",
+      "tps": 14.8,
+      "size_mb": 1554.7
+    },
+    {
+      "model": "Llama-3.2-1B-FunctionCall-mobile",
+      "tps": 8.9,
+      "size_mb": 1925.8
+    },
+    {
+      "model": "Qwen2.5-1.5B-Instruct-mobile-int4",
+      "tps": 7.7,
+      "size_mb": 1065.6
+    },
+    {
+      "model": "Gemma-2-2B-IT-mobile",
+      "tps": 8.2,
+      "size_mb": 1629.4
+    },
+    {
+      "model": "Phi-3.5-mini-Instruct-mobile",
+      "tps": 8.6,
+      "size_mb": 2282.4
+    },
+    {
+      "model": "Llama-3.2-3B-FunctionCall-mobile",
+      "tps": 9.1,
+      "size_mb": 1925.8
+    },
+    {
+      "model": "Qwen2.5-0.5B-Coder-mobile",
+      "tps": 8.0,
+      "size_mb": 379.4
+    },
+    {
+      "model": "Phi-3.5-mini-instruct-Q5-mobile",
+      "tps": 7.0,
+      "size_mb": 2684.9
+    },
+    {
+      "model": "TinyLlama-1.1B-Chat-Q5-mobile",
+      "tps": 10.9,
+      "size_mb": 746.7
+    },
+    {
+      "model": "Gemma-2-2B-IT-Q5-mobile",
+      "tps": 5.7,
+      "size_mb": 1834.2
+    },
+    {
+      "model": "Llama-3.2-1B-Instruct-Q6-mobile",
+      "tps": 5.0,
+      "size_mb": 974.5
+    },
+    {
+      "model": "SmolLM2-1.7B-Instruct-Q5-mobile",
+      "tps": 10.8,
+      "size_mb": 1168.7
+    },
+    {
+      "model": "Qwen2.5-Coder-1.5B-mobile",
+      "tps": 7.8,
+      "size_mb": 940.4
+    },
+    {
+      "model": "Qwen2.5-1.5B-Instruct-Q8-mobile",
+      "tps": 8.7,
+      "size_mb": 1570.3
+    }
+  ],
+  "slow_under_5": [
+    {
+      "model": "Llama-3.2-1B-Instruct-mobile",
+      "tps": 4.9,
+      "size_mb": 1259.9
+    },
+    {
+      "model": "Llama-3.2-3B-Instruct-mobile",
+      "tps": 4.8,
+      "size_mb": 1925.8
+    },
+    {
+      "model": "Qwen2.5-Coder-7B-mobile",
+      "tps": 3.0,
+      "size_mb": 4466.1
+    },
+    {
+      "model": "Qwen2.5-1.5B-Instruct-Q5-mobile",
+      "tps": 4.4,
+      "size_mb": 1072.9
+    },
+    {
+      "model": "Llama-3.2-3B-Instruct-Q5-mobile",
+      "tps": 2.6,
+      "size_mb": 2214.6
+    }
+  ]
+}