diff --git a/docs/results.json b/docs/results.json
index 32da874..2f3bbe4 100644
--- a/docs/results.json
+++ b/docs/results.json
@@ -1,6 +1,6 @@
 {
   "meta": {
-    "generated_at": "2026-05-03T15:19:28Z",
+    "generated_at": "2026-05-12T11:31:47Z",
     "system_info": {
       "distro": "Fedora Linux 43 (Workstation Edition)",
       "kernel": "6.19.9-200.fc43.x86_64",
@@ -16,6 +16,10 @@
         "hash": "7957de9dc",
         "number": "8645"
       },
+      {
+        "hash": "8e1f9d083",
+        "number": "9112"
+      },
       {
         "hash": "ab6120cde",
         "number": "8997"
@@ -29,6 +33,7 @@
       "rocm-7_2",
       "rocm-7_2_2",
       "rocm-7_2_2-pr21344",
+      "rocm-7_2_3",
       "rocm6_4_4",
       "rocm7-nightlies",
       "vulkan_amdvlk",
@@ -1226,6 +1231,174 @@
         "number": "8997"
       }
     },
+    {
+      "model": "GLM-4.7-Flash-BF16-00001-of-00002",
+      "model_clean": "GLM-4.7-Flash-BF16",
+      "env": "rocm-7_2_3",
+      "env_base": "rocm",
+      "env_variant": "7_2_3",
+      "fa": true,
+      "context": "default",
+      "context_tokens": null,
+      "test": "pp512",
+      "tps_mean": 403.2,
+      "tps_std": 2.04,
+      "error": false,
+      "error_type": null,
+      "backend": "ROCm",
+      "ngl": 99,
+      "mmap": 0,
+      "params_b": 29.94,
+      "file_size_gib": 55.79,
+      "name_params_b": 29.94,
+      "quant": "BF16",
+      "log": "results/GLM-4.7-Flash-BF16-00001-of-00002__rocm-7_2_3__fa1.log",
+      "rpc": false,
+      "build": {
+        "hash": "8e1f9d083",
+        "number": "9112"
+      }
+    },
+    {
+      "model": "GLM-4.7-Flash-BF16-00001-of-00002",
+      "model_clean": "GLM-4.7-Flash-BF16",
+      "env": "rocm-7_2_3",
+      "env_base": "rocm",
+      "env_variant": "7_2_3",
+      "fa": true,
+      "context": "default",
+      "context_tokens": null,
+      "test": "tg128",
+      "tps_mean": 20.43,
+      "tps_std": 0.0,
+      "error": false,
+      "error_type": null,
+      "backend": "ROCm",
+      "ngl": 99,
+      "mmap": 0,
+      "params_b": 29.94,
+      "file_size_gib": 55.79,
+      "name_params_b": 29.94,
+      "quant": "BF16",
+      "log": "results/GLM-4.7-Flash-BF16-00001-of-00002__rocm-7_2_3__fa1.log",
+      "rpc": false,
+      "build": {
+        "hash": "8e1f9d083",
+        "number": "9112"
+      }
+    },
+    {
+      "model": "GLM-4.7-Flash-BF16-00001-of-00002",
+      "model_clean": "GLM-4.7-Flash-BF16",
+      "env": "rocm-7_2_3",
+      "env_base": "rocm",
+      "env_variant": "7_2_3",
+      "fa": true,
+      "context": "longctx32768",
+      "context_tokens": 32768,
+      "test": "pp2048 @ d32768",
+      "tps_mean": 87.63,
+      "tps_std": 0.21,
+      "error": false,
+      "error_type": null,
+      "backend": "ROCm",
+      "ngl": 99,
+      "mmap": 0,
+      "params_b": 29.94,
+      "file_size_gib": 55.79,
+      "name_params_b": 29.94,
+      "quant": "BF16",
+      "log": "results/GLM-4.7-Flash-BF16-00001-of-00002__rocm-7_2_3__fa1__longctx32768.log",
+      "rpc": false,
+      "build": {
+        "hash": "8e1f9d083",
+        "number": "9112"
+      }
+    },
+    {
+      "model": "GLM-4.7-Flash-BF16-00001-of-00002",
+      "model_clean": "GLM-4.7-Flash-BF16",
+      "env": "rocm-7_2_3",
+      "env_base": "rocm",
+      "env_variant": "7_2_3",
+      "fa": true,
+      "context": "longctx32768",
+      "context_tokens": 32768,
+      "test": "tg32 @ d32768",
+      "tps_mean": 15.31,
+      "tps_std": 0.02,
+      "error": false,
+      "error_type": null,
+      "backend": "ROCm",
+      "ngl": 99,
+      "mmap": 0,
+      "params_b": 29.94,
+      "file_size_gib": 55.79,
+      "name_params_b": 29.94,
+      "quant": "BF16",
+      "log": "results/GLM-4.7-Flash-BF16-00001-of-00002__rocm-7_2_3__fa1__longctx32768.log",
+      "rpc": false,
+      "build": {
+        "hash": "8e1f9d083",
+        "number": "9112"
+      }
+    },
+    {
+      "model": "GLM-4.7-Flash-BF16-00001-of-00002",
+      "model_clean": "GLM-4.7-Flash-BF16",
+      "env": "rocm-7_2_3",
+      "env_base": "rocm",
+      "env_variant": "7_2_3",
+      "fa": true,
+      "context": "longctx65536",
+      "context_tokens": 65536,
+      "test": "pp2048 @ d65536",
+      "tps_mean": 46.45,
+      "tps_std": 0.01,
+      "error": false,
+      "error_type": null,
+      "backend": "ROCm",
+      "ngl": 99,
+      "mmap": 0,
+      "params_b": 29.94,
+      "file_size_gib": 55.79,
+      "name_params_b": 29.94,
+      "quant": "BF16",
+      "log": "results/GLM-4.7-Flash-BF16-00001-of-00002__rocm-7_2_3__fa1__longctx65536.log",
+      "rpc": false,
+      "build": {
+        "hash": "8e1f9d083",
+        "number": "9112"
+      }
+    },
+    {
+      "model": "GLM-4.7-Flash-BF16-00001-of-00002",
+      "model_clean": "GLM-4.7-Flash-BF16",
+      "env": "rocm-7_2_3",
+      "env_base": "rocm",
+      "env_variant": "7_2_3",
+      "fa": true,
+      "context": "longctx65536",
+      "context_tokens": 65536,
+      "test": "tg32 @ d65536",
+      "tps_mean": 11.98,
+      "tps_std": 0.0,
+      "error": false,
+      "error_type": null,
+      "backend": "ROCm",
+      "ngl": 99,
+      "mmap": 0,
+      "params_b": 29.94,
+      "file_size_gib": 55.79,
+      "name_params_b": 29.94,
+      "quant": "BF16",
+      "log": "results/GLM-4.7-Flash-BF16-00001-of-00002__rocm-7_2_3__fa1__longctx65536.log",
+      "rpc": false,
+      "build": {
+        "hash": "8e1f9d083",
+        "number": "9112"
+      }
+    },
     {
       "model": "GLM-4.7-Flash-BF16-00001-of-00002",
       "model_clean": "GLM-4.7-Flash-BF16",
@@ -2228,6 +2401,174 @@
         "number": "8997"
       }
     },
+    {
+      "model": "GLM-4.7-Flash-UD-Q8_K_XL",
+      "model_clean": "GLM-4.7-Flash-UD-Q8_K_XL",
+      "env": "rocm-7_2_3",
+      "env_base": "rocm",
+      "env_variant": "7_2_3",
+      "fa": true,
+      "context": "default",
+      "context_tokens": null,
+      "test": "pp512",
+      "tps_mean": 905.99,
+      "tps_std": 2.05,
+      "error": false,
+      "error_type": null,
+      "backend": "ROCm",
+      "ngl": 99,
+      "mmap": 0,
+      "params_b": 29.94,
+      "file_size_gib": 32.7,
+      "name_params_b": 29.94,
+      "quant": "Q8_K_XL",
+      "log": "results/GLM-4.7-Flash-UD-Q8_K_XL__rocm-7_2_3__fa1.log",
+      "rpc": false,
+      "build": {
+        "hash": "8e1f9d083",
+        "number": "9112"
+      }
+    },
+    {
+      "model": "GLM-4.7-Flash-UD-Q8_K_XL",
+      "model_clean": "GLM-4.7-Flash-UD-Q8_K_XL",
+      "env": "rocm-7_2_3",
+      "env_base": "rocm",
+      "env_variant": "7_2_3",
+      "fa": true,
+      "context": "default",
+      "context_tokens": null,
+      "test": "tg128",
+      "tps_mean": 32.65,
+      "tps_std": 0.0,
+      "error": false,
+      "error_type": null,
+      "backend": "ROCm",
+      "ngl": 99,
+      "mmap": 0,
+      "params_b": 29.94,
+      "file_size_gib": 32.7,
+      "name_params_b": 29.94,
+      "quant": "Q8_K_XL",
+      "log": "results/GLM-4.7-Flash-UD-Q8_K_XL__rocm-7_2_3__fa1.log",
+      "rpc": false,
+      "build": {
+        "hash": "8e1f9d083",
+        "number": "9112"
+      }
+    },
+    {
+      "model": "GLM-4.7-Flash-UD-Q8_K_XL",
+      "model_clean": "GLM-4.7-Flash-UD-Q8_K_XL",
+      "env": "rocm-7_2_3",
+      "env_base": "rocm",
+      "env_variant": "7_2_3",
+      "fa": true,
+      "context": "longctx32768",
+      "context_tokens": 32768,
+      "test": "pp2048 @ d32768",
+      "tps_mean": 91.59,
+      "tps_std": 0.16,
+      "error": false,
+      "error_type": null,
+      "backend": "ROCm",
+      "ngl": 99,
+      "mmap": 0,
+      "params_b": 29.94,
+      "file_size_gib": 32.7,
+      "name_params_b": 29.94,
+      "quant": "Q8_K_XL",
+      "log": "results/GLM-4.7-Flash-UD-Q8_K_XL__rocm-7_2_3__fa1__longctx32768.log",
+      "rpc": false,
+      "build": {
+        "hash": "8e1f9d083",
+        "number": "9112"
+      }
+    },
+    {
+      "model": "GLM-4.7-Flash-UD-Q8_K_XL",
+      "model_clean": "GLM-4.7-Flash-UD-Q8_K_XL",
+      "env": "rocm-7_2_3",
+      "env_base": "rocm",
+      "env_variant": "7_2_3",
+      "fa": true,
+      "context": "longctx32768",
+      "context_tokens": 32768,
+      "test": "tg32 @ d32768",
+      "tps_mean": 20.36,
+      "tps_std": 0.0,
+      "error": false,
+      "error_type": null,
+      "backend": "ROCm",
+      "ngl": 99,
+      "mmap": 0,
+      "params_b": 29.94,
+      "file_size_gib": 32.7,
+      "name_params_b": 29.94,
+      "quant": "Q8_K_XL",
+      "log": "results/GLM-4.7-Flash-UD-Q8_K_XL__rocm-7_2_3__fa1__longctx32768.log",
+      "rpc": false,
+      "build": {
+        "hash": "8e1f9d083",
+        "number": "9112"
+      }
+    },
+    {
+      "model": "GLM-4.7-Flash-UD-Q8_K_XL",
+      "model_clean": "GLM-4.7-Flash-UD-Q8_K_XL",
+      "env": "rocm-7_2_3",
+      "env_base": "rocm",
+      "env_variant": "7_2_3",
+      "fa": true,
+      "context": "longctx65536",
+      "context_tokens": 65536,
+      "test": "pp2048 @ d65536",
+      "tps_mean": 47.51,
+      "tps_std": 0.05,
+      "error": false,
+      "error_type": null,
+      "backend": "ROCm",
+      "ngl": 99,
+      "mmap": 0,
+      "params_b": 29.94,
+      "file_size_gib": 32.7,
+      "name_params_b": 29.94,
+      "quant": "Q8_K_XL",
+      "log": "results/GLM-4.7-Flash-UD-Q8_K_XL__rocm-7_2_3__fa1__longctx65536.log",
+      "rpc": false,
+      "build": {
+        "hash": "8e1f9d083",
+        "number": "9112"
+      }
+    },
+    {
+      "model": "GLM-4.7-Flash-UD-Q8_K_XL",
+      "model_clean": "GLM-4.7-Flash-UD-Q8_K_XL",
+      "env": "rocm-7_2_3",
+      "env_base": "rocm",
+      "env_variant": "7_2_3",
+      "fa": true,
+      "context": "longctx65536",
+      "context_tokens": 65536,
+      "test": "tg32 @ d65536",
+      "tps_mean": 14.86,
+      "tps_std": 0.0,
+      "error": false,
+      "error_type": null,
+      "backend": "ROCm",
+      "ngl": 99,
+      "mmap": 0,
+      "params_b": 29.94,
+      "file_size_gib": 32.7,
+      "name_params_b": 29.94,
+      "quant": "Q8_K_XL",
+      "log": "results/GLM-4.7-Flash-UD-Q8_K_XL__rocm-7_2_3__fa1__longctx65536.log",
+      "rpc": false,
+      "build": {
+        "hash": "8e1f9d083",
+        "number": "9112"
+      }
+    },
     {
       "model": "GLM-4.7-Flash-UD-Q8_K_XL",
       "model_clean": "GLM-4.7-Flash-UD-Q8_K_XL",
@@ -3112,6 +3453,143 @@
       "rpc": false,
       "build": null
     },
+    {
+      "model": "MiniMax-M2.7-UD-Q3_K_S-00001-of-00003",
+      "model_clean": "MiniMax-M2.7-UD-Q3_K_S",
+      "env": "rocm-7_2_3",
+      "env_base": "rocm",
+      "env_variant": "7_2_3",
+      "fa": true,
+      "context": "default",
+      "context_tokens": null,
+      "test": "pp512",
+      "tps_mean": 236.96,
+      "tps_std": 1.25,
+      "error": false,
+      "error_type": null,
+      "backend": "ROCm",
+      "ngl": 99,
+      "mmap": 0,
+      "params_b": 228.69,
+      "file_size_gib": 87.2,
+      "name_params_b": 228.69,
+      "quant": "Q3_K_S",
+      "log": "results/MiniMax-M2.7-UD-Q3_K_S-00001-of-00003__rocm-7_2_3__fa1.log",
+      "rpc": false,
+      "build": {
+        "hash": "8e1f9d083",
+        "number": "9112"
+      }
+    },
+    {
+      "model": "MiniMax-M2.7-UD-Q3_K_S-00001-of-00003",
+      "model_clean": "MiniMax-M2.7-UD-Q3_K_S",
+      "env": "rocm-7_2_3",
+      "env_base": "rocm",
+      "env_variant": "7_2_3",
+      "fa": true,
+      "context": "default",
+      "context_tokens": null,
+      "test": "tg128",
+      "tps_mean": 22.81,
+      "tps_std": 0.01,
+      "error": false,
+      "error_type": null,
+      "backend": "ROCm",
+      "ngl": 99,
+      "mmap": 0,
+      "params_b": 228.69,
+      "file_size_gib": 87.2,
+      "name_params_b": 228.69,
+      "quant": "Q3_K_S",
+      "log": "results/MiniMax-M2.7-UD-Q3_K_S-00001-of-00003__rocm-7_2_3__fa1.log",
+      "rpc": false,
+      "build": {
+        "hash": "8e1f9d083",
+        "number": "9112"
+      }
+    },
+    {
+      "model": "MiniMax-M2.7-UD-Q3_K_S-00001-of-00003",
+      "model_clean": "MiniMax-M2.7-UD-Q3_K_S",
+      "env": "rocm-7_2_3",
+      "env_base": "rocm",
+      "env_variant": "7_2_3",
+      "fa": true,
+      "context": "longctx32768",
+      "context_tokens": 32768,
+      "test": "pp2048 @ d32768",
+      "tps_mean": 62.13,
+      "tps_std": 0.56,
+      "error": false,
+      "error_type": null,
+      "backend": "ROCm",
+      "ngl": 99,
+      "mmap": 0,
+      "params_b": 228.69,
+      "file_size_gib": 87.2,
+      "name_params_b": 228.69,
+      "quant": "Q3_K_S",
+      "log": "results/MiniMax-M2.7-UD-Q3_K_S-00001-of-00003__rocm-7_2_3__fa1__longctx32768.log",
+      "rpc": false,
+      "build": {
+        "hash": "8e1f9d083",
+        "number": "9112"
+      }
+    },
+    {
+      "model": "MiniMax-M2.7-UD-Q3_K_S-00001-of-00003",
+      "model_clean": "MiniMax-M2.7-UD-Q3_K_S",
+      "env": "rocm-7_2_3",
+      "env_base": "rocm",
+      "env_variant": "7_2_3",
+      "fa": true,
+      "context": "longctx32768",
+      "context_tokens": 32768,
+      "test": "tg32 @ d32768",
+      "tps_mean": 6.15,
+      "tps_std": 0.0,
+      "error": false,
+      "error_type": null,
+      "backend": "ROCm",
+      "ngl": 99,
+      "mmap": 0,
+      "params_b": 228.69,
+      "file_size_gib": 87.2,
+      "name_params_b": 228.69,
+      "quant": "Q3_K_S",
+      "log": "results/MiniMax-M2.7-UD-Q3_K_S-00001-of-00003__rocm-7_2_3__fa1__longctx32768.log",
+      "rpc": false,
+      "build": {
+        "hash": "8e1f9d083",
+        "number": "9112"
+      }
+    },
+    {
+      "model": "MiniMax-M2.7-UD-Q3_K_S-00001-of-00003",
+      "model_clean": "MiniMax-M2.7-UD-Q3_K_S",
+      "env": "rocm-7_2_3",
+      "env_base": "rocm",
+      "env_variant": "7_2_3",
+      "fa": true,
+      "context": "longctx65536",
+      "context_tokens": 65536,
+      "test": null,
+      "tps_mean": null,
+      "tps_std": null,
+      "error": false,
+      "error_type": null,
+      "backend": null,
+      "ngl": null,
+      "mmap": null,
+      "params_b": null,
+      "file_size_gib": null,
+      "name_params_b": null,
+      "quant": "Q3_K_S",
+      "log": "results/MiniMax-M2.7-UD-Q3_K_S-00001-of-00003__rocm-7_2_3__fa1__longctx65536.log",
+      "rpc": false,
+      "build": null
+    },
     {
       "model": "MiniMax-M2.7-UD-Q3_K_S-00001-of-00003",
       "model_clean": "MiniMax-M2.7-UD-Q3_K_S",
@@ -11345,6 +11823,174 @@
         "number": "8997"
       }
     },
+    {
+      "model": "gemma-4-26B-A4B-it-BF16-00001-of-00002",
+      "model_clean": "gemma-4-26B-A4B-it-BF16",
+      "env": "rocm-7_2_3",
+      "env_base": "rocm",
+      "env_variant": "7_2_3",
+      "fa": true,
+      "context": "default",
+      "context_tokens": null,
+      "test": "pp512",
+      "tps_mean": 796.06,
+      "tps_std": 126.76,
+      "error": false,
+      "error_type": null,
+      "backend": "ROCm",
+      "ngl": 99,
+      "mmap": 0,
+      "params_b": 25.23,
+      "file_size_gib": 47.02,
+      "name_params_b": 25.23,
+      "quant": "BF16",
+      "log": "results/gemma-4-26B-A4B-it-BF16-00001-of-00002__rocm-7_2_3__fa1.log",
+      "rpc": false,
+      "build": {
+        "hash": "8e1f9d083",
+        "number": "9112"
+      }
+    },
+    {
+      "model": "gemma-4-26B-A4B-it-BF16-00001-of-00002",
+      "model_clean": "gemma-4-26B-A4B-it-BF16",
+      "env": "rocm-7_2_3",
+      "env_base": "rocm",
+      "env_variant": "7_2_3",
+      "fa": true,
+      "context": "default",
+      "context_tokens": null,
+      "test": "tg128",
+      "tps_mean": 22.68,
+      "tps_std": 0.0,
+      "error": false,
+      "error_type": null,
+      "backend": "ROCm",
+      "ngl": 99,
+      "mmap": 0,
+      "params_b": 25.23,
+      "file_size_gib": 47.02,
+      "name_params_b": 25.23,
+      "quant": "BF16",
+      "log": "results/gemma-4-26B-A4B-it-BF16-00001-of-00002__rocm-7_2_3__fa1.log",
+      "rpc": false,
+      "build": {
+        "hash": "8e1f9d083",
+        "number": "9112"
+      }
+    },
+    {
+      "model": "gemma-4-26B-A4B-it-BF16-00001-of-00002",
+      "model_clean": "gemma-4-26B-A4B-it-BF16",
+      "env": "rocm-7_2_3",
+      "env_base": "rocm",
+      "env_variant": "7_2_3",
+      "fa": true,
+      "context": "longctx32768",
+      "context_tokens": 32768,
+      "test": "pp2048 @ d32768",
+      "tps_mean": 628.2,
+      "tps_std": 5.71,
+      "error": false,
+      "error_type": null,
+      "backend": "ROCm",
+      "ngl": 99,
+      "mmap": 0,
+      "params_b": 25.23,
+      "file_size_gib": 47.02,
+      "name_params_b": 25.23,
+      "quant": "BF16",
+      "log": "results/gemma-4-26B-A4B-it-BF16-00001-of-00002__rocm-7_2_3__fa1__longctx32768.log",
+      "rpc": false,
+      "build": {
+        "hash": "8e1f9d083",
+        "number": "9112"
+      }
+    },
+    {
+      "model": "gemma-4-26B-A4B-it-BF16-00001-of-00002",
+      "model_clean": "gemma-4-26B-A4B-it-BF16",
+      "env": "rocm-7_2_3",
+      "env_base": "rocm",
+      "env_variant": "7_2_3",
+      "fa": true,
+      "context": "longctx32768",
+      "context_tokens": 32768,
+      "test": "tg32 @ d32768",
+      "tps_mean": 20.12,
+      "tps_std": 0.0,
+      "error": false,
+      "error_type": null,
+      "backend": "ROCm",
+      "ngl": 99,
+      "mmap": 0,
+      "params_b": 25.23,
+      "file_size_gib": 47.02,
+      "name_params_b": 25.23,
+      "quant": "BF16",
+      "log": "results/gemma-4-26B-A4B-it-BF16-00001-of-00002__rocm-7_2_3__fa1__longctx32768.log",
+      "rpc": false,
+      "build": {
+        "hash": "8e1f9d083",
+        "number": "9112"
+      }
+    },
+    {
+      "model": "gemma-4-26B-A4B-it-BF16-00001-of-00002",
+      "model_clean": "gemma-4-26B-A4B-it-BF16",
+      "env": "rocm-7_2_3",
+      "env_base": "rocm",
+      "env_variant": "7_2_3",
+      "fa": true,
+      "context": "longctx65536",
+      "context_tokens": 65536,
+      "test": "pp2048 @ d65536",
+      "tps_mean": 426.61,
+      "tps_std": 3.98,
+      "error": false,
+      "error_type": null,
+      "backend": "ROCm",
+      "ngl": 99,
+      "mmap": 0,
+      "params_b": 25.23,
+      "file_size_gib": 47.02,
+      "name_params_b": 25.23,
+      "quant": "BF16",
+      "log": "results/gemma-4-26B-A4B-it-BF16-00001-of-00002__rocm-7_2_3__fa1__longctx65536.log",
+      "rpc": false,
+      "build": {
+        "hash": "8e1f9d083",
+        "number": "9112"
+      }
+    },
+    {
+      "model": "gemma-4-26B-A4B-it-BF16-00001-of-00002",
+      "model_clean": "gemma-4-26B-A4B-it-BF16",
+      "env": "rocm-7_2_3",
+      "env_base": "rocm",
+      "env_variant": "7_2_3",
+      "fa": true,
+      "context": "longctx65536",
+      "context_tokens": 65536,
+      "test": "tg32 @ d65536",
+      "tps_mean": 19.55,
+      "tps_std": 0.01,
+      "error": false,
+      "error_type": null,
+      "backend": "ROCm",
+      "ngl": 99,
+      "mmap": 0,
+      "params_b": 25.23,
+      "file_size_gib": 47.02,
+      "name_params_b": 25.23,
+      "quant": "BF16",
+      "log": "results/gemma-4-26B-A4B-it-BF16-00001-of-00002__rocm-7_2_3__fa1__longctx65536.log",
+      "rpc": false,
+      "build": {
+        "hash": "8e1f9d083",
+        "number": "9112"
+      }
+    },
     {
       "model": "gemma-4-26B-A4B-it-BF16-00001-of-00002",
       "model_clean": "gemma-4-26B-A4B-it-BF16",
@@ -12353,6 +12999,174 @@
         "number": "8997"
       }
     },
+    {
+      "model": "gemma-4-26B-A4B-it-UD-Q4_K_XL",
+      "model_clean": "gemma-4-26B-A4B-it-UD-Q4_K_XL",
+      "env": "rocm-7_2_3",
+      "env_base": "rocm",
+      "env_variant": "7_2_3",
+      "fa": true,
+      "context": "default",
+      "context_tokens": null,
+      "test": "pp512",
+      "tps_mean": 1301.66,
+      "tps_std": 10.69,
+      "error": false,
+      "error_type": null,
+      "backend": "ROCm",
+      "ngl": 99,
+      "mmap": 0,
+      "params_b": 25.23,
+      "file_size_gib": 15.9,
+      "name_params_b": 25.23,
+      "quant": "Q4_K_XL",
+      "log": "results/gemma-4-26B-A4B-it-UD-Q4_K_XL__rocm-7_2_3__fa1.log",
+      "rpc": false,
+      "build": {
+        "hash": "8e1f9d083",
+        "number": "9112"
+      }
+    },
+    {
+      "model": "gemma-4-26B-A4B-it-UD-Q4_K_XL",
+      "model_clean": "gemma-4-26B-A4B-it-UD-Q4_K_XL",
+      "env": "rocm-7_2_3",
+      "env_base": "rocm",
+      "env_variant": "7_2_3",
+      "fa": true,
+      "context": "default",
+      "context_tokens": null,
+      "test": "tg128",
+      "tps_mean": 46.42,
+      "tps_std": 0.0,
+      "error": false,
+      "error_type": null,
+      "backend": "ROCm",
+      "ngl": 99,
+      "mmap": 0,
+      "params_b": 25.23,
+      "file_size_gib": 15.9,
+      "name_params_b": 25.23,
+      "quant": "Q4_K_XL",
+      "log": "results/gemma-4-26B-A4B-it-UD-Q4_K_XL__rocm-7_2_3__fa1.log",
+      "rpc": false,
+      "build": {
+        "hash": "8e1f9d083",
+        "number": "9112"
+      }
+    },
+    {
+      "model": "gemma-4-26B-A4B-it-UD-Q4_K_XL",
+      "model_clean": "gemma-4-26B-A4B-it-UD-Q4_K_XL",
+      "env": "rocm-7_2_3",
+      "env_base": "rocm",
+      "env_variant": "7_2_3",
+      "fa": true,
+      "context": "longctx32768",
+      "context_tokens": 32768,
+      "test": "pp2048 @ d32768",
+      "tps_mean": 693.56,
+      "tps_std": 10.92,
+      "error": false,
+      "error_type": null,
+      "backend": "ROCm",
+      "ngl": 99,
+      "mmap": 0,
+      "params_b": 25.23,
+      "file_size_gib": 15.9,
+      "name_params_b": 25.23,
+      "quant": "Q4_K_XL",
+      "log": "results/gemma-4-26B-A4B-it-UD-Q4_K_XL__rocm-7_2_3__fa1__longctx32768.log",
+      "rpc": false,
+      "build": {
+        "hash": "8e1f9d083",
+        "number": "9112"
+      }
+    },
+    {
+      "model": "gemma-4-26B-A4B-it-UD-Q4_K_XL",
+      "model_clean": "gemma-4-26B-A4B-it-UD-Q4_K_XL",
+      "env": "rocm-7_2_3",
+      "env_base": "rocm",
+      "env_variant": "7_2_3",
+      "fa": true,
+      "context": "longctx32768",
+      "context_tokens": 32768,
+      "test": "tg32 @ d32768",
+      "tps_mean": 36.83,
+      "tps_std": 0.15,
+      "error": false,
+      "error_type": null,
+      "backend": "ROCm",
+      "ngl": 99,
+      "mmap": 0,
+      "params_b": 25.23,
+      "file_size_gib": 15.9,
+      "name_params_b": 25.23,
+      "quant": "Q4_K_XL",
+      "log": "results/gemma-4-26B-A4B-it-UD-Q4_K_XL__rocm-7_2_3__fa1__longctx32768.log",
+      "rpc": false,
+      "build": {
+        "hash": "8e1f9d083",
+        "number": "9112"
+      }
+    },
+    {
+      "model": "gemma-4-26B-A4B-it-UD-Q4_K_XL",
+      "model_clean": "gemma-4-26B-A4B-it-UD-Q4_K_XL",
+      "env": "rocm-7_2_3",
+      "env_base": "rocm",
+      "env_variant": "7_2_3",
+      "fa": true,
+      "context": "longctx65536",
+      "context_tokens": 65536,
+      "test": "pp2048 @ d65536",
+      "tps_mean": 450.75,
+      "tps_std": 0.77,
+      "error": false,
+      "error_type": null,
+      "backend": "ROCm",
+      "ngl": 99,
+      "mmap": 0,
+      "params_b": 25.23,
+      "file_size_gib": 15.9,
+      "name_params_b": 25.23,
+      "quant": "Q4_K_XL",
+      "log": "results/gemma-4-26B-A4B-it-UD-Q4_K_XL__rocm-7_2_3__fa1__longctx65536.log",
+      "rpc": false,
+      "build": {
+        "hash": "8e1f9d083",
+        "number": "9112"
+      }
+    },
+    {
+      "model": "gemma-4-26B-A4B-it-UD-Q4_K_XL",
+      "model_clean": "gemma-4-26B-A4B-it-UD-Q4_K_XL",
+      "env": "rocm-7_2_3",
+      "env_base": "rocm",
+      "env_variant": "7_2_3",
+      "fa": true,
+      "context": "longctx65536",
+      "context_tokens": 65536,
+      "test": "tg32 @ d65536",
+      "tps_mean": 34.84,
+      "tps_std": 0.16,
+      "error": false,
+      "error_type": null,
+      "backend": "ROCm",
+      "ngl": 99,
+      "mmap": 0,
+      "params_b": 25.23,
+      "file_size_gib": 15.9,
+      "name_params_b": 25.23,
+      "quant": "Q4_K_XL",
+      "log": "results/gemma-4-26B-A4B-it-UD-Q4_K_XL__rocm-7_2_3__fa1__longctx65536.log",
+      "rpc": false,
+      "build": {
+        "hash": "8e1f9d083",
+        "number": "9112"
+      }
+    },
     {
       "model": "gemma-4-26B-A4B-it-UD-Q4_K_XL",
       "model_clean": "gemma-4-26B-A4B-it-UD-Q4_K_XL",
@@ -13361,6 +14175,174 @@
         "number": "8997"
       }
     },
+    {
+      "model": "gemma-4-26B-A4B-it-UD-Q8_K_XL",
+      "model_clean": "gemma-4-26B-A4B-it-UD-Q8_K_XL",
+      "env": "rocm-7_2_3",
+      "env_base": "rocm",
+      "env_variant": "7_2_3",
+      "fa": true,
+      "context": "default",
+      "context_tokens": null,
+      "test": "pp512",
+      "tps_mean": 1301.93,
+      "tps_std": 18.07,
+      "error": false,
+      "error_type": null,
+      "backend": "ROCm",
+      "ngl": 99,
+      "mmap": 0,
+      "params_b": 25.23,
+      "file_size_gib": 25.94,
+      "name_params_b": 25.23,
+      "quant": "Q8_K_XL",
+      "log": "results/gemma-4-26B-A4B-it-UD-Q8_K_XL__rocm-7_2_3__fa1.log",
+      "rpc": false,
+      "build": {
+        "hash": "8e1f9d083",
+        "number": "9112"
+      }
+    },
+    {
+      "model": "gemma-4-26B-A4B-it-UD-Q8_K_XL",
+      "model_clean": "gemma-4-26B-A4B-it-UD-Q8_K_XL",
+      "env": "rocm-7_2_3",
+      "env_base": "rocm",
+      "env_variant": "7_2_3",
+      "fa": true,
+      "context": "default",
+      "context_tokens": null,
+      "test": "tg128",
+      "tps_mean": 41.35,
+      "tps_std": 0.03,
+      "error": false,
+      "error_type": null,
+      "backend": "ROCm",
+      "ngl": 99,
+      "mmap": 0,
+      "params_b": 25.23,
+      "file_size_gib": 25.94,
+      "name_params_b": 25.23,
+      "quant": "Q8_K_XL",
+      "log": "results/gemma-4-26B-A4B-it-UD-Q8_K_XL__rocm-7_2_3__fa1.log",
+      "rpc": false,
+      "build": {
+        "hash": "8e1f9d083",
+        "number": "9112"
+      }
+    },
+    {
+      "model": "gemma-4-26B-A4B-it-UD-Q8_K_XL",
+      "model_clean": "gemma-4-26B-A4B-it-UD-Q8_K_XL",
+      "env": "rocm-7_2_3",
+      "env_base": "rocm",
+      "env_variant": "7_2_3",
+      "fa": true,
+      "context": "longctx32768",
+      "context_tokens": 32768,
+      "test": "pp2048 @ d32768",
+      "tps_mean": 695.0,
+      "tps_std": 7.26,
+      "error": false,
+      "error_type": null,
+      "backend": "ROCm",
+      "ngl": 99,
+      "mmap": 0,
+      "params_b": 25.23,
+      "file_size_gib": 25.94,
+      "name_params_b": 25.23,
+      "quant": "Q8_K_XL",
+      "log": "results/gemma-4-26B-A4B-it-UD-Q8_K_XL__rocm-7_2_3__fa1__longctx32768.log",
+      "rpc": false,
+      "build": {
+        "hash": "8e1f9d083",
+        "number": "9112"
+      }
+    },
+    {
+      "model": "gemma-4-26B-A4B-it-UD-Q8_K_XL",
+      "model_clean": "gemma-4-26B-A4B-it-UD-Q8_K_XL",
+      "env": "rocm-7_2_3",
+      "env_base": "rocm",
+      "env_variant": "7_2_3",
+      "fa": true,
+      "context": "longctx32768",
+      "context_tokens": 32768,
+      "test": "tg32 @ d32768",
+      "tps_mean": 33.41,
+      "tps_std": 0.01,
+      "error": false,
+      "error_type": null,
+      "backend": "ROCm",
+      "ngl": 99,
+      "mmap": 0,
+      "params_b": 25.23,
+      "file_size_gib": 25.94,
+      "name_params_b": 25.23,
+      "quant": "Q8_K_XL",
+      "log": "results/gemma-4-26B-A4B-it-UD-Q8_K_XL__rocm-7_2_3__fa1__longctx32768.log",
+      "rpc": false,
+      "build": {
+        "hash": "8e1f9d083",
+        "number": "9112"
+      }
+    },
+    {
+      "model": "gemma-4-26B-A4B-it-UD-Q8_K_XL",
+      "model_clean": "gemma-4-26B-A4B-it-UD-Q8_K_XL",
+      "env": "rocm-7_2_3",
+      "env_base": "rocm",
+      "env_variant": "7_2_3",
+      "fa": true,
+      "context": "longctx65536",
+      "context_tokens": 65536,
+      "test": "pp2048 @ d65536",
+      "tps_mean": 447.63,
+      "tps_std": 3.37,
+      "error": false,
+      "error_type": null,
+      "backend": "ROCm",
+      "ngl": 99,
+      "mmap": 0,
+      "params_b": 25.23,
+      "file_size_gib": 25.94,
+      "name_params_b": 25.23,
+      "quant": "Q8_K_XL",
+      "log": "results/gemma-4-26B-A4B-it-UD-Q8_K_XL__rocm-7_2_3__fa1__longctx65536.log",
+      "rpc": false,
+      "build": {
+        "hash": "8e1f9d083",
+        "number": "9112"
+      }
+    },
+    {
+      "model": "gemma-4-26B-A4B-it-UD-Q8_K_XL",
+      "model_clean": "gemma-4-26B-A4B-it-UD-Q8_K_XL",
+      "env": "rocm-7_2_3",
+      "env_base": "rocm",
+      "env_variant": "7_2_3",
+      "fa": true,
+      "context": "longctx65536",
+      "context_tokens": 65536,
+      "test": "tg32 @ d65536",
+      "tps_mean": 31.76,
+      "tps_std": 0.04,
+      "error": false,
+      "error_type": null,
+      "backend": "ROCm",
+      "ngl": 99,
+      "mmap": 0,
+      "params_b": 25.23,
+      "file_size_gib": 25.94,
+      "name_params_b": 25.23,
+      "quant": "Q8_K_XL",
+      "log": "results/gemma-4-26B-A4B-it-UD-Q8_K_XL__rocm-7_2_3__fa1__longctx65536.log",
+      "rpc": false,
+      "build": {
+        "hash": "8e1f9d083",
+        "number": "9112"
+      }
+    },
     {
       "model": "gemma-4-26B-A4B-it-UD-Q8_K_XL",
       "model_clean": "gemma-4-26B-A4B-it-UD-Q8_K_XL",
@@ -14369,6 +15351,174 @@
         "number": "8997"
       }
     },
+    {
+      "model": "gemma-4-31B-it-BF16-00001-of-00002",
+      "model_clean": "gemma-4-31B-it-BF16",
+      "env": "rocm-7_2_3",
+      "env_base": "rocm",
+      "env_variant": "7_2_3",
+      "fa": true,
+      "context": "default",
+      "context_tokens": null,
+      "test": "pp512",
+      "tps_mean": 376.47,
+      "tps_std": 1.77,
+      "error": false,
+      "error_type": null,
+      "backend": "ROCm",
+      "ngl": 99,
+      "mmap": 0,
+      "params_b": 30.7,
+      "file_size_gib": 57.18,
+      "name_params_b": 30.7,
+      "quant": "BF16",
+      "log": "results/gemma-4-31B-it-BF16-00001-of-00002__rocm-7_2_3__fa1.log",
+      "rpc": false,
+      "build": {
+        "hash": "8e1f9d083",
+        "number": "9112"
+      }
+    },
+    {
+      "model": "gemma-4-31B-it-BF16-00001-of-00002",
+      "model_clean": "gemma-4-31B-it-BF16",
+      "env": "rocm-7_2_3",
+      "env_base": "rocm",
+      "env_variant": "7_2_3",
+      "fa": true,
+      "context": "default",
+      "context_tokens": null,
+      "test": "tg128",
+      "tps_mean": 3.44,
+      "tps_std": 0.0,
+      "error": false,
+      "error_type": null,
+      "backend": "ROCm",
+      "ngl": 99,
+      "mmap": 0,
+      "params_b": 30.7,
+      "file_size_gib": 57.18,
+      "name_params_b": 30.7,
+      "quant": "BF16",
+      "log": "results/gemma-4-31B-it-BF16-00001-of-00002__rocm-7_2_3__fa1.log",
+      "rpc": false,
+      "build": {
+        "hash": "8e1f9d083",
+        "number": "9112"
+      }
+    },
+    {
+      "model": "gemma-4-31B-it-BF16-00001-of-00002",
+      "model_clean": "gemma-4-31B-it-BF16",
+      "env": "rocm-7_2_3",
+      "env_base": "rocm",
+      "env_variant": "7_2_3",
+      "fa": true,
+      "context": "longctx32768",
+      "context_tokens": 32768,
+      "test": "pp2048 @ d32768",
+      "tps_mean": 152.54,
+      "tps_std": 2.43,
+      "error": false,
+      "error_type": null,
+      "backend": "ROCm",
+      "ngl": 99,
+      "mmap": 0,
+      "params_b": 30.7,
+      "file_size_gib": 57.18,
+      "name_params_b": 30.7,
+      "quant": "BF16",
+      "log": "results/gemma-4-31B-it-BF16-00001-of-00002__rocm-7_2_3__fa1__longctx32768.log",
+      "rpc": false,
+      "build": {
+        "hash": "8e1f9d083",
+        "number": "9112"
+      }
+    },
+    {
+      "model": "gemma-4-31B-it-BF16-00001-of-00002",
+      "model_clean": "gemma-4-31B-it-BF16",
+      "env": "rocm-7_2_3",
+      "env_base": "rocm",
+      "env_variant": "7_2_3",
+      "fa": true,
+      "context": "longctx32768",
+      "context_tokens": 32768,
+      "test": "tg32 @ d32768",
+      "tps_mean": 3.18,
+      "tps_std": 0.0,
+      "error": false,
+      "error_type": null,
+      "backend": "ROCm",
+      "ngl": 99,
+      "mmap": 0,
+      "params_b": 30.7,
+      "file_size_gib": 57.18,
+      "name_params_b": 30.7,
+      "quant": "BF16",
+      "log": "results/gemma-4-31B-it-BF16-00001-of-00002__rocm-7_2_3__fa1__longctx32768.log",
+      "rpc": false,
+      "build": {
+        "hash": "8e1f9d083",
+        "number": "9112"
+      }
+    },
+    {
+      "model": "gemma-4-31B-it-BF16-00001-of-00002",
+      "model_clean": "gemma-4-31B-it-BF16",
+      "env": "rocm-7_2_3",
+      "env_base": "rocm",
+      "env_variant": "7_2_3",
+      "fa": true,
+      "context": "longctx65536",
+      "context_tokens": 65536,
+      "test": "pp2048 @ d65536",
+      "tps_mean": 98.53,
+      "tps_std": 0.11,
+      "error": false,
+      "error_type": null,
+      "backend": "ROCm",
+      "ngl": 99,
+      "mmap": 0,
+      "params_b": 30.7,
+      "file_size_gib": 57.18,
+      "name_params_b": 30.7,
+      "quant": "BF16",
+      "log": "results/gemma-4-31B-it-BF16-00001-of-00002__rocm-7_2_3__fa1__longctx65536.log",
+      "rpc": false,
+      "build": {
+        "hash": "8e1f9d083",
+        "number": "9112"
+      }
+    },
+    {
+      "model": "gemma-4-31B-it-BF16-00001-of-00002",
+      "model_clean": "gemma-4-31B-it-BF16",
+      "env": "rocm-7_2_3",
+      "env_base": "rocm",
+      "env_variant": "7_2_3",
+      "fa": true,
+      "context": "longctx65536",
+      "context_tokens": 65536,
+      "test": "tg32 @ d65536",
+      "tps_mean": 3.08,
+      "tps_std": 0.02,
+      "error": false,
+      "error_type": null,
+      "backend": "ROCm",
+      "ngl": 99,
+      "mmap": 0,
+      "params_b": 30.7,
+      "file_size_gib": 57.18,
+      "name_params_b": 30.7,
+      "quant": "BF16",
+      "log": "results/gemma-4-31B-it-BF16-00001-of-00002__rocm-7_2_3__fa1__longctx65536.log",
+      "rpc": false,
+      "build": {
+        "hash": "8e1f9d083",
+        "number": "9112"
+      }
+    },
     {
       "model": "gemma-4-31B-it-BF16-00001-of-00002",
       "model_clean": "gemma-4-31B-it-BF16",
@@ -15284,6 +16434,174 @@
         "number": "8997"
       }
     },
+    {
+      "model": "gemma-4-31B-it-UD-Q4_K_XL",
+      "model_clean": "gemma-4-31B-it-UD-Q4_K_XL",
+      "env": "rocm-7_2_3",
+      "env_base": "rocm",
+      "env_variant": "7_2_3",
+      "fa": true,
+      "context": "default",
+      "context_tokens": null,
+      "test": "pp512",
+      "tps_mean": 309.16,
+      "tps_std": 0.31,
+      "error": false,
+      "error_type": null,
+      "backend": "ROCm",
+      "ngl": 99,
+      "mmap": 0,
+      "params_b": 30.7,
+      "file_size_gib": 17.46,
+      "name_params_b": 30.7,
+      "quant": "Q4_K_XL",
+      "log": "results/gemma-4-31B-it-UD-Q4_K_XL__rocm-7_2_3__fa1.log",
+      "rpc": false,
+      "build": {
+        "hash": "8e1f9d083",
+        "number": "9112"
+      }
+    },
+    {
+      "model": "gemma-4-31B-it-UD-Q4_K_XL",
+      "model_clean": "gemma-4-31B-it-UD-Q4_K_XL",
+      "env": "rocm-7_2_3",
+      "env_base": "rocm",
+      "env_variant": "7_2_3",
+      "fa": true,
+      "context": "default",
+      "context_tokens": null,
+      "test": "tg128",
+      "tps_mean": 10.49,
+      "tps_std": 0.0,
+      "error": false,
+      "error_type": null,
+      "backend": "ROCm",
+      "ngl": 99,
+      "mmap": 0,
+      "params_b": 30.7,
+      "file_size_gib": 17.46,
+      "name_params_b": 30.7,
+      "quant": "Q4_K_XL",
+      "log": "results/gemma-4-31B-it-UD-Q4_K_XL__rocm-7_2_3__fa1.log",
+      "rpc": false,
+      "build": {
+        "hash": "8e1f9d083",
+        "number": "9112"
+      }
+    },
+    {
+      "model": "gemma-4-31B-it-UD-Q4_K_XL",
+      "model_clean": "gemma-4-31B-it-UD-Q4_K_XL",
+      "env": "rocm-7_2_3",
+      "env_base": "rocm",
+      "env_variant": "7_2_3",
+      "fa": true,
+      "context": "longctx32768",
+      "context_tokens": 32768,
+      "test": "pp2048 @ d32768",
+      "tps_mean": 139.29,
+      "tps_std": 1.61,
+      "error": false,
+      "error_type": null,
+      "backend": "ROCm",
+      "ngl": 99,
+      "mmap": 0,
+      "params_b": 30.7,
+      "file_size_gib": 17.46,
+      "name_params_b": 30.7,
+      "quant": "Q4_K_XL",
+      "log": "results/gemma-4-31B-it-UD-Q4_K_XL__rocm-7_2_3__fa1__longctx32768.log",
+      "rpc": false,
+      "build": {
+        "hash": "8e1f9d083",
+        "number": "9112"
+      }
+    },
+    {
+      "model": "gemma-4-31B-it-UD-Q4_K_XL",
+      "model_clean": "gemma-4-31B-it-UD-Q4_K_XL",
+      "env": "rocm-7_2_3",
+      "env_base": "rocm",
+      "env_variant": "7_2_3",
+      "fa": true,
+      "context": "longctx32768",
+      "context_tokens": 32768,
+      "test": "tg32 @ d32768",
+      "tps_mean": 8.1,
+      "tps_std": 0.01,
+      "error": false,
+      "error_type": null,
+      "backend": "ROCm",
+      "ngl": 99,
+      "mmap": 0,
+      "params_b": 30.7,
+      "file_size_gib": 17.46,
+      "name_params_b": 30.7,
+      "quant": "Q4_K_XL",
+      "log": "results/gemma-4-31B-it-UD-Q4_K_XL__rocm-7_2_3__fa1__longctx32768.log",
+      "rpc": false,
+      "build": {
+        "hash": "8e1f9d083",
+        "number": "9112"
+      }
+    },
+    {
+      "model": "gemma-4-31B-it-UD-Q4_K_XL",
+      "model_clean": "gemma-4-31B-it-UD-Q4_K_XL",
+      "env": "rocm-7_2_3",
+      "env_base": "rocm",
+      "env_variant": "7_2_3",
+      "fa": true,
+      "context": "longctx65536",
+      "context_tokens": 65536,
+      "test": "pp2048 @ d65536",
+      "tps_mean": 92.8,
+      "tps_std": 0.18,
+      "error": false,
+      "error_type": null,
+      "backend": "ROCm",
+      "ngl": 99,
+      "mmap": 0,
+      "params_b": 30.7,
+      "file_size_gib": 17.46,
+      "name_params_b": 30.7,
+      "quant": "Q4_K_XL",
+      "log": "results/gemma-4-31B-it-UD-Q4_K_XL__rocm-7_2_3__fa1__longctx65536.log",
+      "rpc": false,
+      "build": {
+        "hash": "8e1f9d083",
+        "number": "9112"
+      }
+    },
+    {
+      "model": "gemma-4-31B-it-UD-Q4_K_XL",
+      "model_clean": "gemma-4-31B-it-UD-Q4_K_XL",
+      "env": "rocm-7_2_3",
+      "env_base": "rocm",
+      "env_variant": "7_2_3",
+      "fa": true,
+      "context": "longctx65536",
+      "context_tokens": 65536,
+      "test": "tg32 @ d65536",
+      "tps_mean": 7.51,
+      "tps_std": 0.01,
+      "error": false,
+      "error_type": null,
+      "backend": "ROCm",
+      "ngl": 99,
+      "mmap": 0,
+      "params_b": 30.7,
+      "file_size_gib": 17.46,
+      "name_params_b": 30.7,
+      "quant": "Q4_K_XL",
+      "log": "results/gemma-4-31B-it-UD-Q4_K_XL__rocm-7_2_3__fa1__longctx65536.log",
+      "rpc": false,
+      "build": {
+        "hash": "8e1f9d083",
+        "number": "9112"
+      }
+    },
     {
       "model": "gemma-4-31B-it-UD-Q4_K_XL",
       "model_clean": "gemma-4-31B-it-UD-Q4_K_XL",
@@ -16230,6 +17548,174 @@
         "number": "8997"
       }
     },
+    {
+      "model": "gemma-4-31B-it-UD-Q8_K_XL",
+      "model_clean": "gemma-4-31B-it-UD-Q8_K_XL",
+      "env": "rocm-7_2_3",
+      "env_base": "rocm",
+      "env_variant": "7_2_3",
+      "fa": true,
+      "context": "default",
+      "context_tokens": null,
+      "test": "pp512",
+      "tps_mean": 309.61,
+      "tps_std": 0.81,
+      "error": false,
+      "error_type": null,
+      "backend": "ROCm",
+      "ngl": 99,
+      "mmap": 0,
+      "params_b": 30.7,
+      "file_size_gib": 32.6,
+      "name_params_b": 30.7,
+      "quant": "Q8_K_XL",
+      "log": "results/gemma-4-31B-it-UD-Q8_K_XL__rocm-7_2_3__fa1.log",
+      "rpc": false,
+      "build": {
+        "hash": "8e1f9d083",
+        "number": "9112"
+      }
+    },
+    {
+      "model": "gemma-4-31B-it-UD-Q8_K_XL",
+      "model_clean": "gemma-4-31B-it-UD-Q8_K_XL",
+      "env": "rocm-7_2_3",
+      "env_base": "rocm",
+      "env_variant": "7_2_3",
+      "fa": true,
+      "context": "default",
+      "context_tokens": null,
+      "test": "tg128",
+      "tps_mean": 6.15,
+      "tps_std": 0.0,
+      "error": false,
+      "error_type": null,
+      "backend": "ROCm",
+      "ngl": 99,
+      "mmap": 0,
+      "params_b": 30.7,
+      "file_size_gib": 32.6,
+      "name_params_b": 30.7,
+      "quant": "Q8_K_XL",
+      "log": "results/gemma-4-31B-it-UD-Q8_K_XL__rocm-7_2_3__fa1.log",
+      "rpc": false,
+      "build": {
+        "hash": "8e1f9d083",
+        "number": "9112"
+      }
+    },
+    {
+      "model": "gemma-4-31B-it-UD-Q8_K_XL",
+      "model_clean": "gemma-4-31B-it-UD-Q8_K_XL",
+      "env": "rocm-7_2_3",
+      "env_base": "rocm",
+      "env_variant": "7_2_3",
+      "fa": true,
+      "context": "longctx32768",
+      "context_tokens": 32768,
+      "test": "pp2048 @ d32768",
+      "tps_mean": 139.33,
+      "tps_std": 1.73,
+      "error": false,
+      "error_type": null,
+      "backend": "ROCm",
+      "ngl": 99,
+      "mmap": 0,
+      "params_b": 30.7,
+      "file_size_gib": 32.6,
+      "name_params_b": 30.7,
+      "quant": "Q8_K_XL",
+      "log": "results/gemma-4-31B-it-UD-Q8_K_XL__rocm-7_2_3__fa1__longctx32768.log",
+      "rpc": false,
+      "build": {
+        "hash": "8e1f9d083",
+        "number": "9112"
+      }
+    },
+    {
+      "model": "gemma-4-31B-it-UD-Q8_K_XL",
+      "model_clean": "gemma-4-31B-it-UD-Q8_K_XL",
+      "env": "rocm-7_2_3",
+      "env_base": "rocm",
+      "env_variant": "7_2_3",
+      "fa": true,
+      "context": "longctx32768",
+      "context_tokens": 32768,
+      "test": "tg32 @ d32768",
+      "tps_mean": 5.25,
+      "tps_std": 0.0,
+      "error": false,
+      "error_type": null,
+      "backend": "ROCm",
+      "ngl": 99,
+      "mmap": 0,
+      "params_b": 30.7,
+      "file_size_gib": 32.6,
+      "name_params_b": 30.7,
+      "quant": "Q8_K_XL",
+      "log": "results/gemma-4-31B-it-UD-Q8_K_XL__rocm-7_2_3__fa1__longctx32768.log",
+      "rpc": false,
+      "build": {
+        "hash": "8e1f9d083",
+        "number": "9112"
+      }
+    },
+    {
+      "model": "gemma-4-31B-it-UD-Q8_K_XL",
+      "model_clean": "gemma-4-31B-it-UD-Q8_K_XL",
+      "env": "rocm-7_2_3",
+      "env_base": "rocm",
+      "env_variant": "7_2_3",
+      "fa": true,
+      "context": "longctx65536",
+      "context_tokens": 65536,
+      "test": "pp2048 @ d65536",
+      "tps_mean": 93.3,
+      "tps_std": 0.54,
+      "error": false,
+      "error_type": null,
+      "backend": "ROCm",
+      "ngl": 99,
+      "mmap": 0,
+      "params_b": 30.7,
+      "file_size_gib": 32.6,
+      "name_params_b": 30.7,
+      "quant": "Q8_K_XL",
+      "log": "results/gemma-4-31B-it-UD-Q8_K_XL__rocm-7_2_3__fa1__longctx65536.log",
+      "rpc": false,
+      "build": {
+        "hash": "8e1f9d083",
+        "number": "9112"
+      }
+    },
+    {
+      "model": "gemma-4-31B-it-UD-Q8_K_XL",
+      "model_clean": "gemma-4-31B-it-UD-Q8_K_XL",
+      "env": "rocm-7_2_3",
+      "env_base": "rocm",
+      "env_variant": "7_2_3",
+      "fa": true,
+      "context": "longctx65536",
+      "context_tokens": 65536,
+      "test": "tg32 @ d65536",
+      "tps_mean": 5.0,
+      "tps_std": 0.0,
+      "error": false,
+      "error_type": null,
+      "backend": "ROCm",
+      "ngl": 99,
+      "mmap": 0,
+      "params_b": 30.7,
+      "file_size_gib": 32.6,
+      "name_params_b": 30.7,
+      "quant": "Q8_K_XL",
+      "log": "results/gemma-4-31B-it-UD-Q8_K_XL__rocm-7_2_3__fa1__longctx65536.log",
+      "rpc": false,
+      "build": {
+        "hash": "8e1f9d083",
+        "number": "9112"
+      }
+    },
     {
       "model": "gemma-4-31B-it-UD-Q8_K_XL",
       "model_clean": "gemma-4-31B-it-UD-Q8_K_XL",
@@ -17176,6 +18662,174 @@
         "number": "8997"
       }
     },
+    {
+      "model": "gpt-oss-120b-mxfp4-00001-of-00003",
+      "model_clean": "gpt-oss-120b-mxfp4",
+      "env": "rocm-7_2_3",
+      "env_base": "rocm",
+      "env_variant": "7_2_3",
+      "fa": true,
+      "context": "default",
+      "context_tokens": null,
+      "test": "pp512",
+      "tps_mean": 635.33,
+      "tps_std": 4.03,
+      "error": false,
+      "error_type": null,
+      "backend": "ROCm",
+      "ngl": 99,
+      "mmap": 0,
+      "params_b": 116.83,
+      "file_size_gib": 59.02,
+      "name_params_b": 116.83,
+      "quant": "MXFP4",
+      "log": "results/gpt-oss-120b-mxfp4-00001-of-00003__rocm-7_2_3__fa1.log",
+      "rpc": false,
+      "build": {
+        "hash": "8e1f9d083",
+        "number": "9112"
+      }
+    },
+    {
+      "model": "gpt-oss-120b-mxfp4-00001-of-00003",
+      "model_clean": "gpt-oss-120b-mxfp4",
+      "env": "rocm-7_2_3",
+      "env_base": "rocm",
+      "env_variant": "7_2_3",
+      "fa": true,
+      "context": "default",
+      "context_tokens": null,
+      "test": "tg128",
+      "tps_mean": 50.99,
+      "tps_std": 0.05,
+      "error": false,
+      "error_type": null,
+      "backend": "ROCm",
+      "ngl": 99,
+      "mmap": 0,
+      "params_b": 116.83,
+      "file_size_gib": 59.02,
+      "name_params_b": 116.83,
+      "quant": "MXFP4",
+      "log": "results/gpt-oss-120b-mxfp4-00001-of-00003__rocm-7_2_3__fa1.log",
+      "rpc": false,
+      "build": {
+        "hash": "8e1f9d083",
+        "number": "9112"
+      }
+    },
+    {
+      "model": "gpt-oss-120b-mxfp4-00001-of-00003",
+      "model_clean": "gpt-oss-120b-mxfp4",
+      "env": "rocm-7_2_3",
+      "env_base": "rocm",
+      "env_variant": "7_2_3",
+      "fa": true,
+      "context": "longctx32768",
+      "context_tokens": 32768,
+      "test": "pp2048 @ d32768",
+      "tps_mean": 302.31,
+      "tps_std": 0.46,
+      "error": false,
+      "error_type": null,
+      "backend": "ROCm",
+      "ngl": 99,
+      "mmap": 0,
+      "params_b": 116.83,
+      "file_size_gib": 59.02,
+      "name_params_b": 116.83,
+      "quant": "MXFP4",
+      "log": "results/gpt-oss-120b-mxfp4-00001-of-00003__rocm-7_2_3__fa1__longctx32768.log",
+      "rpc": false,
+      "build": {
+        "hash": "8e1f9d083",
+        "number": "9112"
+      }
+    },
+    {
+      "model": "gpt-oss-120b-mxfp4-00001-of-00003",
+      "model_clean": "gpt-oss-120b-mxfp4",
+      "env": "rocm-7_2_3",
+      "env_base": "rocm",
+      "env_variant": "7_2_3",
+      "fa": true,
+      "context": "longctx32768",
+      "context_tokens": 32768,
+      "test": "tg32 @ d32768",
+      "tps_mean": 35.94,
+      "tps_std": 0.12,
+      "error": false,
+      "error_type": null,
+      "backend": "ROCm",
+      "ngl": 99,
+      "mmap": 0,
+      "params_b": 116.83,
+      "file_size_gib": 59.02,
+      "name_params_b": 116.83,
+      "quant": "MXFP4",
+      "log": "results/gpt-oss-120b-mxfp4-00001-of-00003__rocm-7_2_3__fa1__longctx32768.log",
+      "rpc": false,
+      "build": {
+        "hash": "8e1f9d083",
+        "number": "9112"
+      }
+    },
+    {
+      "model": "gpt-oss-120b-mxfp4-00001-of-00003",
+      "model_clean": "gpt-oss-120b-mxfp4",
+      "env": "rocm-7_2_3",
+      "env_base": "rocm",
+      "env_variant": "7_2_3",
+      "fa": true,
+      "context": "longctx65536",
+      "context_tokens": 65536,
+      "test": "pp2048 @ d65536",
+      "tps_mean": 175.25,
+      "tps_std": 0.49,
+      "error": false,
+      "error_type": null,
+      "backend": "ROCm",
+      "ngl": 99,
+      "mmap": 0,
+      "params_b": 116.83,
+      "file_size_gib": 59.02,
+      "name_params_b": 116.83,
+      "quant": "MXFP4",
+      "log": "results/gpt-oss-120b-mxfp4-00001-of-00003__rocm-7_2_3__fa1__longctx65536.log",
+      "rpc": false,
+      "build": {
+        "hash": "8e1f9d083",
+        "number": "9112"
+      }
+    },
+    {
+      "model": "gpt-oss-120b-mxfp4-00001-of-00003",
+      "model_clean": "gpt-oss-120b-mxfp4",
+      "env": "rocm-7_2_3",
+      "env_base": "rocm",
+      "env_variant": "7_2_3",
+      "fa": true,
+      "context": "longctx65536",
+      "context_tokens": 65536,
+      "test": "tg32 @ d65536",
+      "tps_mean": 27.78,
+      "tps_std": 0.06,
+      "error": false,
+      "error_type": null,
+      "backend": "ROCm",
+      "ngl": 99,
+      "mmap": 0,
+      "params_b": 116.83,
+      "file_size_gib": 59.02,
+      "name_params_b": 116.83,
+      "quant": "MXFP4",
+      "log": "results/gpt-oss-120b-mxfp4-00001-of-00003__rocm-7_2_3__fa1__longctx65536.log",
+      "rpc": false,
+      "build": {
+        "hash": "8e1f9d083",
+        "number": "9112"
+      }
+    },
     {
       "model": "gpt-oss-120b-mxfp4-00001-of-00003",
       "model_clean": "gpt-oss-120b-mxfp4",
@@ -18184,6 +19838,174 @@
         "number": "8997"
       }
     },
+    {
+      "model": "gpt-oss-20b-mxfp4",
+      "model_clean": "gpt-oss-20b-mxfp4",
+      "env": "rocm-7_2_3",
+      "env_base": "rocm",
+      "env_variant": "7_2_3",
+      "fa": true,
+      "context": "default",
+      "context_tokens": null,
+      "test": "pp512",
+      "tps_mean": 1636.3,
+      "tps_std": 15.57,
+      "error": false,
+      "error_type": null,
+      "backend": "ROCm",
+      "ngl": 99,
+      "mmap": 0,
+      "params_b": 20.91,
+      "file_size_gib": 11.27,
+      "name_params_b": 20.91,
+      "quant": "MXFP4",
+      "log": "results/gpt-oss-20b-mxfp4__rocm-7_2_3__fa1.log",
+      "rpc": false,
+      "build": {
+        "hash": "8e1f9d083",
+        "number": "9112"
+      }
+    },
+    {
+      "model": "gpt-oss-20b-mxfp4",
+      "model_clean": "gpt-oss-20b-mxfp4",
+      "env": "rocm-7_2_3",
+      "env_base": "rocm",
+      "env_variant": "7_2_3",
+      "fa": true,
+      "context": "default",
+      "context_tokens": null,
+      "test": "tg128",
+      "tps_mean": 72.58,
+      "tps_std": 0.05,
+      "error": false,
+      "error_type": null,
+      "backend": "ROCm",
+      "ngl": 99,
+      "mmap": 0,
+      "params_b": 20.91,
+      "file_size_gib": 11.27,
+      "name_params_b": 20.91,
+      "quant": "MXFP4",
+      "log": "results/gpt-oss-20b-mxfp4__rocm-7_2_3__fa1.log",
+      "rpc": false,
+      "build": {
+        "hash": "8e1f9d083",
+        "number": "9112"
+      }
+    },
+    {
+      "model": "gpt-oss-20b-mxfp4",
+      "model_clean": "gpt-oss-20b-mxfp4",
+      "env": "rocm-7_2_3",
+      "env_base": "rocm",
+      "env_variant": "7_2_3",
+      "fa": true,
+      "context": "longctx32768",
+      "context_tokens": 32768,
+      "test": "pp2048 @ d32768",
+      "tps_mean": 487.06,
+      "tps_std": 3.04,
+      "error": false,
+      "error_type": null,
+      "backend": "ROCm",
+      "ngl": 99,
+      "mmap": 0,
+      "params_b": 20.91,
+      "file_size_gib": 11.27,
+      "name_params_b": 20.91,
+      "quant": "MXFP4",
+      "log": "results/gpt-oss-20b-mxfp4__rocm-7_2_3__fa1__longctx32768.log",
+      "rpc": false,
+      "build": {
+        "hash": "8e1f9d083",
+        "number": "9112"
+      }
+    },
+    {
+      "model": "gpt-oss-20b-mxfp4",
+      "model_clean": "gpt-oss-20b-mxfp4",
+      "env": "rocm-7_2_3",
+      "env_base": "rocm",
+      "env_variant": "7_2_3",
+      "fa": true,
+      "context": "longctx32768",
+      "context_tokens": 32768,
+      "test": "tg32 @ d32768",
+      "tps_mean": 51.73,
+      "tps_std": 0.18,
+      "error": false,
+      "error_type": null,
+      "backend": "ROCm",
+      "ngl": 99,
+      "mmap": 0,
+      "params_b": 20.91,
+      "file_size_gib": 11.27,
+      "name_params_b": 20.91,
+      "quant": "MXFP4",
+      "log": "results/gpt-oss-20b-mxfp4__rocm-7_2_3__fa1__longctx32768.log",
+      "rpc": false,
+      "build": {
+        "hash": "8e1f9d083",
+        "number": "9112"
+      }
+    },
+    {
+      "model": "gpt-oss-20b-mxfp4",
+      "model_clean": "gpt-oss-20b-mxfp4",
+      "env": "rocm-7_2_3",
+      "env_base": "rocm",
+      "env_variant": "7_2_3",
+      "fa": true,
+      "context": "longctx65536",
+      "context_tokens": 65536,
+      "test": "pp2048 @ d65536",
+      "tps_mean": 276.26,
+      "tps_std": 0.34,
+      "error": false,
+      "error_type": null,
+      "backend": "ROCm",
+      "ngl": 99,
+      "mmap": 0,
+      "params_b": 20.91,
+      "file_size_gib": 11.27,
+      "name_params_b": 20.91,
+      "quant": "MXFP4",
+      "log": "results/gpt-oss-20b-mxfp4__rocm-7_2_3__fa1__longctx65536.log",
+      "rpc": false,
+      "build": {
+        "hash": "8e1f9d083",
+        "number": "9112"
+      }
+    },
+    {
+      "model": "gpt-oss-20b-mxfp4",
+      "model_clean": "gpt-oss-20b-mxfp4",
+      "env": "rocm-7_2_3",
+      "env_base": "rocm",
+      "env_variant": "7_2_3",
+      "fa": true,
+      "context": "longctx65536",
+      "context_tokens": 65536,
+      "test": "tg32 @ d65536",
+      "tps_mean": 40.32,
+      "tps_std": 0.08,
+      "error": false,
+      "error_type": null,
+      "backend": "ROCm",
+      "ngl": 99,
+      "mmap": 0,
+      "params_b": 20.91,
+      "file_size_gib": 11.27,
+      "name_params_b": 20.91,
+      "quant": "MXFP4",
+      "log": "results/gpt-oss-20b-mxfp4__rocm-7_2_3__fa1__longctx65536.log",
+      "rpc": false,
+      "build": {
+        "hash": "8e1f9d083",
+        "number": "9112"
+      }
+    },
     {
       "model": "gpt-oss-20b-mxfp4",
       "model_clean": "gpt-oss-20b-mxfp4",
@@ -19192,6 +21014,174 @@
         "number": "8997"
       }
     },
+    {
+      "model": "llama-2-7b.Q4_0",
+      "model_clean": "llama-2-7b.Q4_0",
+      "env": "rocm-7_2_3",
+      "env_base": "rocm",
+      "env_variant": "7_2_3",
+      "fa": true,
+      "context": "default",
+      "context_tokens": null,
+      "test": "pp512",
+      "tps_mean": 1543.35,
+      "tps_std": 8.0,
+      "error": false,
+      "error_type": null,
+      "backend": "ROCm",
+      "ngl": 99,
+      "mmap": 0,
+      "params_b": 6.74,
+      "file_size_gib": 3.56,
+      "name_params_b": 6.74,
+      "quant": "Q4_0",
+      "log": "results/llama-2-7b.Q4_0__rocm-7_2_3__fa1.log",
+      "rpc": false,
+      "build": {
+        "hash": "8e1f9d083",
+        "number": "9112"
+      }
+    },
+    {
+      "model": "llama-2-7b.Q4_0",
+      "model_clean": "llama-2-7b.Q4_0",
+      "env": "rocm-7_2_3",
+      "env_base": "rocm",
+      "env_variant": "7_2_3",
+      "fa": true,
+      "context": "default",
+      "context_tokens": null,
+      "test": "tg128",
+      "tps_mean": 50.5,
+      "tps_std": 0.12,
+      "error": false,
+      "error_type": null,
+      "backend": "ROCm",
+      "ngl": 99,
+      "mmap": 0,
+      "params_b": 6.74,
+      "file_size_gib": 3.56,
+      "name_params_b": 6.74,
+      "quant": "Q4_0",
+      "log": "results/llama-2-7b.Q4_0__rocm-7_2_3__fa1.log",
+      "rpc": false,
+      "build": {
+        "hash": "8e1f9d083",
+        "number": "9112"
+      }
+    },
+    {
+      "model": "llama-2-7b.Q4_0",
+      "model_clean": "llama-2-7b.Q4_0",
+      "env": "rocm-7_2_3",
+      "env_base": "rocm",
+      "env_variant": "7_2_3",
+      "fa": true,
+      "context": "longctx32768",
+      "context_tokens": 32768,
+      "test": "pp2048 @ d32768",
+      "tps_mean": 159.17,
+      "tps_std": 0.71,
+      "error": false,
+      "error_type": null,
+      "backend": "ROCm",
+      "ngl": 99,
+      "mmap": 0,
+      "params_b": 6.74,
+      "file_size_gib": 3.56,
+      "name_params_b": 6.74,
+      "quant": "Q4_0",
+      "log": "results/llama-2-7b.Q4_0__rocm-7_2_3__fa1__longctx32768.log",
+      "rpc": false,
+      "build": {
+        "hash": "8e1f9d083",
+        "number": "9112"
+      }
+    },
+    {
+      "model": "llama-2-7b.Q4_0",
+      "model_clean": "llama-2-7b.Q4_0",
+      "env": "rocm-7_2_3",
+      "env_base": "rocm",
+      "env_variant": "7_2_3",
+      "fa": true,
+      "context": "longctx32768",
+      "context_tokens": 32768,
+      "test": "tg32 @ d32768",
+      "tps_mean": 5.64,
+      "tps_std": 0.0,
+      "error": false,
+      "error_type": null,
+      "backend": "ROCm",
+      "ngl": 99,
+      "mmap": 0,
+      "params_b": 6.74,
+      "file_size_gib": 3.56,
+      "name_params_b": 6.74,
+      "quant": "Q4_0",
+      "log": "results/llama-2-7b.Q4_0__rocm-7_2_3__fa1__longctx32768.log",
+      "rpc": false,
+      "build": {
+        "hash": "8e1f9d083",
+        "number": "9112"
+      }
+    },
+    {
+      "model": "llama-2-7b.Q4_0",
+      "model_clean": "llama-2-7b.Q4_0",
+      "env": "rocm-7_2_3",
+      "env_base": "rocm",
+      "env_variant": "7_2_3",
+      "fa": true,
+      "context": "longctx65536",
+      "context_tokens": 65536,
+      "test": "pp2048 @ d65536",
+      "tps_mean": 72.03,
+      "tps_std": 0.23,
+      "error": false,
+      "error_type": null,
+      "backend": "ROCm",
+      "ngl": 99,
+      "mmap": 0,
+      "params_b": 6.74,
+      "file_size_gib": 3.56,
+      "name_params_b": 6.74,
+      "quant": "Q4_0",
+      "log": "results/llama-2-7b.Q4_0__rocm-7_2_3__fa1__longctx65536.log",
+      "rpc": false,
+      "build": {
+        "hash": "8e1f9d083",
+        "number": "9112"
+      }
+    },
+    {
+      "model": "llama-2-7b.Q4_0",
+      "model_clean": "llama-2-7b.Q4_0",
+      "env": "rocm-7_2_3",
+      "env_base": "rocm",
+      "env_variant": "7_2_3",
+      "fa": true,
+      "context": "longctx65536",
+      "context_tokens": 65536,
+      "test": "tg32 @ d65536",
+      "tps_mean": 3.0,
+      "tps_std": 0.0,
+      "error": false,
+      "error_type": null,
+      "backend": "ROCm",
+      "ngl": 99,
+      "mmap": 0,
+      "params_b": 6.74,
+      "file_size_gib": 3.56,
+      "name_params_b": 6.74,
+      "quant": "Q4_0",
+      "log": "results/llama-2-7b.Q4_0__rocm-7_2_3__fa1__longctx65536.log",
+      "rpc": false,
+      "build": {
+        "hash": "8e1f9d083",
+        "number": "9112"
+      }
+    },
     {
       "model": "llama-2-7b.Q4_0",
       "model_clean": "llama-2-7b.Q4_0",