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data/cbc.json

@@ -1,42 +1,62 @@
 {
-  "rho": -0.550782483869826,
-  "n_pairs": 6,
+  "rho": -0.7545045450053531,
+  "n_pairs": 8,
   "table": [
     {
       "model": "Llama-3.2-1B",
       "quant": "Q4_K_M",
+      "baseline_quant": "fp16",
       "delta_svr_bfcl": -0.046999999999999986,
-      "delta_svr_mcp": 0.15625
+      "delta_svr_mcp": 0.16528925619834708
     },
     {
       "model": "Llama-3.2-1B",
       "quant": "Q5_K_M",
+      "baseline_quant": "fp16",
       "delta_svr_bfcl": -0.014000000000000012,
-      "delta_svr_mcp": 0.0625
+      "delta_svr_mcp": 0.09090909090909091
     },
     {
       "model": "Llama-3.2-1B",
       "quant": "Q8_0",
+      "baseline_quant": "fp16",
       "delta_svr_bfcl": -0.02200000000000002,
-      "delta_svr_mcp": -0.03125
+      "delta_svr_mcp": -0.01652892561983471
     },
     {
       "model": "Qwen3-0.6B",
       "quant": "Q4_K_M",
+      "baseline_quant": "fp16",
       "delta_svr_bfcl": -0.0040000000000000036,
-      "delta_svr_mcp": 0.10416666666666663
+      "delta_svr_mcp": 0.09174311926605505
     },
     {
       "model": "Qwen3-0.6B",
       "quant": "Q5_K_M",
+      "baseline_quant": "fp16",
       "delta_svr_bfcl": 0.0010000000000000009,
-      "delta_svr_mcp": -0.04166666666666663
+      "delta_svr_mcp": -0.03669724770642202
     },
     {
       "model": "Qwen3-0.6B",
       "quant": "Q8_0",
+      "baseline_quant": "fp16",
       "delta_svr_bfcl": 0.0010000000000000009,
       "delta_svr_mcp": 0.0
+    },
+    {
+      "model": "Qwen3-1.7B",
+      "quant": "Q4_K_M",
+      "baseline_quant": "Q8_0",
+      "delta_svr_bfcl": 0.0030000000000000027,
+      "delta_svr_mcp": -0.0888888888888889
+    },
+    {
+      "model": "Qwen3-1.7B",
+      "quant": "Q5_K_M",
+      "baseline_quant": "Q8_0",
+      "delta_svr_bfcl": 0.0,
+      "delta_svr_mcp": -0.022222222222222254
     }
   ]
 }

data/mcp_runs.csv

@@ -1,28 +1,32 @@
 model,quant,tier,n,svr_mcp,tsr,vram_gb,eta,pareto_optimal
 Llama-3.2-1B-Instruct,Q4_K_M,filesystem,12,0.25,0.25,1.3447265625,0.1859114015976761,False
 Llama-3.2-1B-Instruct,Q4_K_M,filesystem,12,0.25,0.25,1.3447265625,0.1859114015976761,False
-Llama-3.2-1B-Instruct,Q4_K_M,filesystem,12,0.25,0.25,1.3447265625,0.1859114015976761,False
+Llama-3.2-1B-Instruct,Q4_K_M,filesystem,13,0.3076923076923077,0.3076923076923077,1.3447265625,0.22881403273560139,False
 Llama-3.2-1B-Instruct,Q5_K_M,filesystem,12,0.16666666666666666,0.16666666666666666,1.4404296875,0.11570621468926554,False
 Llama-3.2-1B-Instruct,Q5_K_M,filesystem,12,0.25,0.25,1.4404296875,0.17355932203389832,False
-Llama-3.2-1B-Instruct,Q5_K_M,filesystem,12,0.25,0.25,1.4404296875,0.17355932203389832,False
-Llama-3.2-1B-Instruct,Q8_0,filesystem,12,0.0,0.0,1.8232421875,0.0,False
+Llama-3.2-1B-Instruct,Q5_K_M,filesystem,13,0.23076923076923078,0.23076923076923078,1.4404296875,0.16020860495436767,False
 Llama-3.2-1B-Instruct,Q8_0,filesystem,12,0.0,0.0,1.8232421875,0.0,False
 Llama-3.2-1B-Instruct,Q8_0,filesystem,12,0.0,0.0,1.8232421875,0.0,False
+Llama-3.2-1B-Instruct,Q8_0,filesystem,13,0.0,0.0,1.8232421875,0.0,False
 Llama-3.2-1B-Instruct,fp16,filesystem,12,0.0,0.0,2.8955078125,0.0,False
 Llama-3.2-1B-Instruct,fp16,filesystem,12,0.0,0.0,2.8955078125,0.0,False
+Llama-3.2-1B-Instruct,fp16,filesystem,13,0.07692307692307693,0.0,2.8955078125,0.013283175509145156,False
+Llama-3.2-1B-Instruct,Q4_K_M,filesystem,12,0.25,0.25,1.3447265625,0.1859114015976761,False
+Llama-3.2-1B-Instruct,Q5_K_M,filesystem,12,0.25,0.25,1.4404296875,0.17355932203389832,False
+Llama-3.2-1B-Instruct,Q8_0,filesystem,12,0.0,0.0,1.8232421875,0.0,False
 Llama-3.2-1B-Instruct,fp16,filesystem,12,0.0,0.0,2.8955078125,0.0,False
 Llama-3.2-1B-Instruct,Q4_K_M,git,10,0.6,0.2,1.3291015625,0.30095518001469507,False
 Llama-3.2-1B-Instruct,Q4_K_M,git,10,0.6,0.2,1.3291015625,0.30095518001469507,False
-Llama-3.2-1B-Instruct,Q4_K_M,git,10,0.6,0.3,1.3291015625,0.3385745775165319,False
+Llama-3.2-1B-Instruct,Q4_K_M,git,12,0.5833333333333334,0.25,1.3291015625,0.31349497918197405,False
 Llama-3.2-1B-Instruct,Q5_K_M,git,10,0.5,0.3,1.4248046875,0.2807402330363263,False
 Llama-3.2-1B-Instruct,Q5_K_M,git,10,0.6,0.2,1.4248046875,0.2807402330363263,False
-Llama-3.2-1B-Instruct,Q5_K_M,git,10,0.5,0.2,1.4248046875,0.24564770390678545,False
+Llama-3.2-1B-Instruct,Q5_K_M,git,12,0.5833333333333334,0.16666666666666666,1.4248046875,0.26319396847155585,False
 Llama-3.2-1B-Instruct,Q8_0,git,10,0.4,0.2,1.8076171875,0.16596434359805512,False
 Llama-3.2-1B-Instruct,Q8_0,git,10,0.4,0.3,1.8076171875,0.1936250675310643,False
-Llama-3.2-1B-Instruct,Q8_0,git,10,0.4,0.2,1.8076171875,0.16596434359805512,False
+Llama-3.2-1B-Instruct,Q8_0,git,12,0.4166666666666667,0.25,1.8076171875,0.18440482622006124,False
 Llama-3.2-1B-Instruct,fp16,git,10,0.4,0.2,2.8798828125,0.1041709053916582,False
 Llama-3.2-1B-Instruct,fp16,git,10,0.5,0.2,2.8798828125,0.12153272295693454,False
-Llama-3.2-1B-Instruct,fp16,git,10,0.6,0.2,2.8798828125,0.13889454052221092,False
+Llama-3.2-1B-Instruct,fp16,git,12,0.4166666666666667,0.25,2.8798828125,0.11574545043517578,False
 Llama-3.2-1B-Instruct,Q4_K_M,sqlite,10,0.3,0.1,1.2802734375,0.15621662852784135,False
 Llama-3.2-1B-Instruct,Q4_K_M,sqlite,10,0.3,0.1,1.2802734375,0.15621662852784135,False
 Llama-3.2-1B-Instruct,Q4_K_M,sqlite,10,0.3,0.1,1.2802734375,0.15621662852784135,False
@@ -35,30 +39,34 @@ Llama-3.2-1B-Instruct,Q8_0,sqlite,10,0.2,0.1,1.7568359375,0.08538076709282937,Fa
 Llama-3.2-1B-Instruct,fp16,sqlite,10,0.2,0.1,2.8310546875,0.052983787512935504,False
 Llama-3.2-1B-Instruct,fp16,sqlite,10,0.2,0.1,2.8310546875,0.052983787512935504,False
 Llama-3.2-1B-Instruct,fp16,sqlite,10,0.2,0.1,2.8310546875,0.052983787512935504,False
+Llama-3.2-1B-Instruct,Q4_K_M,memory,10,0.2,0.2,1.3134765625,0.15226765799256506,False
+Llama-3.2-1B-Instruct,Q5_K_M,memory,10,0.2,0.2,1.4091796875,0.14192654192654194,False
+Llama-3.2-1B-Instruct,Q8_0,memory,10,0.2,0.2,1.7919921875,0.11160762942779293,False
+Llama-3.2-1B-Instruct,fp16,memory,10,0.2,0.2,2.8642578125,0.06982611660415956,False
 Qwen3-0.6B,Q4_K_M,filesystem,12,0.9166666666666666,0.75,1.2470703125,0.6682328373792743,False
 Qwen3-0.6B,Q4_K_M,filesystem,12,0.8333333333333334,0.5833333333333334,1.2470703125,0.5679979117723832,False
-Qwen3-0.6B,Q4_K_M,filesystem,12,0.9166666666666666,0.75,1.2470703125,0.6682328373792743,False
+Qwen3-0.6B,Q4_K_M,filesystem,13,0.9230769230769231,0.7692307692307693,1.2470703125,0.6785133425697248,False
 Qwen3-0.6B,Q5_K_M,filesystem,12,0.8333333333333334,0.6666666666666666,1.2919921875,0.5804988662131519,False
 Qwen3-0.6B,Q5_K_M,filesystem,12,0.75,0.6666666666666666,1.2919921875,0.5482489292013101,False
-Qwen3-0.6B,Q5_K_M,filesystem,12,0.8333333333333334,0.75,1.2919921875,0.6127488032249938,False
-Qwen3-0.6B,Q8_0,filesystem,12,0.8333333333333334,0.6666666666666666,1.4736328125,0.5089463220675944,False
+Qwen3-0.6B,Q5_K_M,filesystem,13,0.8461538461538461,0.7692307692307693,1.2919921875,0.6251526251526252,False
 Qwen3-0.6B,Q8_0,filesystem,12,0.8333333333333334,0.6666666666666666,1.4736328125,0.5089463220675944,False
 Qwen3-0.6B,Q8_0,filesystem,12,0.8333333333333334,0.6666666666666666,1.4736328125,0.5089463220675944,False
+Qwen3-0.6B,Q8_0,filesystem,13,0.8461538461538461,0.6923076923076923,1.4736328125,0.5219962277616352,False
 Qwen3-0.6B,fp16,filesystem,12,0.8333333333333334,0.5833333333333334,1.9951171875,0.35503344754446076,False
 Qwen3-0.6B,fp16,filesystem,12,0.8333333333333334,0.75,1.9951171875,0.3968020884320444,False
-Qwen3-0.6B,fp16,filesystem,12,0.8333333333333334,0.75,1.9951171875,0.3968020884320444,False
-Qwen3-0.6B,Q4_K_M,git,10,1.0,0.9,1.2392578125,0.7665878644602049,True
+Qwen3-0.6B,fp16,filesystem,13,0.8461538461538461,0.6923076923076923,1.9951171875,0.38555668511615643,False
+Qwen3-0.6B,Q4_K_M,git,10,1.0,0.9,1.2392578125,0.7665878644602049,False
 Qwen3-0.6B,Q4_K_M,git,10,0.9,0.8,1.2392578125,0.6858944050433413,False
-Qwen3-0.6B,Q4_K_M,git,10,1.0,0.9,1.2392578125,0.7665878644602049,True
-Qwen3-0.6B,Q5_K_M,git,10,1.0,1.0,1.2841796875,0.7787072243346007,True
+Qwen3-0.6B,Q4_K_M,git,12,1.0,0.9166666666666666,1.2392578125,0.7733123194116102,True
 Qwen3-0.6B,Q5_K_M,git,10,1.0,1.0,1.2841796875,0.7787072243346007,True
 Qwen3-0.6B,Q5_K_M,git,10,1.0,1.0,1.2841796875,0.7787072243346007,True
+Qwen3-0.6B,Q5_K_M,git,12,0.9166666666666666,0.8333333333333334,1.2841796875,0.6813688212927757,False
 Qwen3-0.6B,Q8_0,git,10,1.0,0.9,1.4658203125,0.6481012658227848,False
 Qwen3-0.6B,Q8_0,git,10,1.0,1.0,1.4638671875,0.6831220813875917,False
-Qwen3-0.6B,Q8_0,git,10,1.0,1.0,1.4658203125,0.6822118587608261,False
-Qwen3-0.6B,fp16,git,10,1.0,1.0,1.9873046875,0.5031941031941032,False
+Qwen3-0.6B,Q8_0,git,12,0.9166666666666666,0.9166666666666666,1.4638671875,0.626195241271959,False
 Qwen3-0.6B,fp16,git,10,1.0,1.0,1.9873046875,0.5031941031941032,False
 Qwen3-0.6B,fp16,git,10,1.0,1.0,1.9873046875,0.5031941031941032,False
+Qwen3-0.6B,fp16,git,12,0.9166666666666666,0.9166666666666666,1.9873046875,0.46126126126126127,False
 Qwen3-0.6B,Q4_K_M,sqlite,10,0.8,0.5,1.2197265625,0.5329063250600481,True
 Qwen3-0.6B,Q4_K_M,sqlite,10,0.8,0.5,1.2197265625,0.5329063250600481,True
 Qwen3-0.6B,Q4_K_M,sqlite,10,0.8,0.5,1.2197265625,0.5329063250600481,True
@@ -71,3 +79,19 @@ Qwen3-0.6B,Q8_0,sqlite,10,0.5,0.3,1.4443359375,0.27694388100067613,False
 Qwen3-0.6B,fp16,sqlite,10,0.5,0.4,1.9677734375,0.2286848635235732,False
 Qwen3-0.6B,fp16,sqlite,10,0.5,0.4,1.9677734375,0.2286848635235732,False
 Qwen3-0.6B,fp16,sqlite,10,0.5,0.4,1.9677734375,0.2286848635235732,False
+Qwen3-0.6B,Q4_K_M,memory,10,0.7,0.7,1.2314453125,0.5684377478191911,True
+Qwen3-0.6B,Q5_K_M,memory,10,0.8,0.7,1.2763671875,0.5876052027543994,False
+Qwen3-0.6B,Q8_0,memory,10,0.8,0.5,1.4580078125,0.44581379772270596,False
+Qwen3-0.6B,fp16,memory,10,0.8,0.5,1.9794921875,0.3283670448939319,False
+Qwen3-1.7B,Q4_K_M,filesystem,13,1.0,0.9230769230769231,1.9111328125,0.503124877166778,False
+Qwen3-1.7B,Q5_K_M,filesystem,13,1.0,0.9230769230769231,2.0498046875,0.4690878440282919,False
+Qwen3-1.7B,Q8_0,filesystem,13,1.0,0.9230769230769231,2.5869140625,0.3716932369254,False
+Qwen3-1.7B,Q4_K_M,git,12,1.0,1.0,1.9033203125,0.5253976398152899,False
+Qwen3-1.7B,Q5_K_M,git,12,1.0,0.9166666666666666,2.0419921875,0.46931292842340183,False
+Qwen3-1.7B,Q8_0,git,12,1.0,1.0,2.5791015625,0.387731919727376,False
+Qwen3-1.7B,Q4_K_M,sqlite,10,0.4,0.3,1.8837890625,0.18579574909279417,False
+Qwen3-1.7B,Q5_K_M,sqlite,10,0.7,0.5,2.0224609375,0.29666827619507485,False
+Qwen3-1.7B,Q8_0,sqlite,10,0.7,0.5,2.5576171875,0.23459335624284078,False
+Qwen3-1.7B,Q4_K_M,memory,10,0.8,0.6,1.8955078125,0.36929417825862954,False
+Qwen3-1.7B,Q5_K_M,memory,10,0.8,0.6,2.0341796875,0.3441190590494479,False
+Qwen3-1.7B,Q8_0,memory,10,0.9,0.7,2.5712890625,0.31112799088492216,False

data/mcp_tier_breakdown.csv

@@ -1,4 +1,5 @@
 tier,n_configs,mean_svr_mcp,mean_tsr,mean_eta,sci
-filesystem,24,0.47916666666666674,0.40277777777777785,0.30591649330549214,0.2063
-git,24,0.75,0.5916666666666667,0.4464989314018501,0.0267
-sqlite,24,0.375,0.25000000000000006,0.21526066818816336,-0.6149
+filesystem,31,0.4890405293631101,0.41873449131513657,0.29395794968218164,0.2286
+git,27,0.764814814814815,0.6228395061728395,0.440652277513464,-0.1627
+memory,11,0.5818181818181818,0.4636363636363637,0.3118539061212989,0.1942
+sqlite,27,0.39999999999999997,0.27037037037037037,0.21790049696469005,-0.5616

data/raw_results/llama3.2-1b-u1-constrained/Q4_K_M.manifest.json

@@ -0,0 +1,26 @@
+{
+  "timestamp": "2026-07-07T08:58:39.559534+00:00",
+  "git_commit": "701e8a0afebad26ba2d9806c4e9a7fcf25462e81",
+  "git_dirty": true,
+  "config_sha256": "d589e0cf6e460dae8f66c7eb6c22f0ea42e2a2be7bd3a4d65ebf7dad80cd22c6",
+  "fixture_sha256": "05f4271101928c527ef92ab3da7013314c2bf97e1e687ddff2ce6dbb249e924c",
+  "model": "~/models/Llama-3.2-1B-Instruct-Q4_K_M.gguf",
+  "backend": "llama-cpp",
+  "quant": "Q4_K_M",
+  "decoding": "constrained",
+  "server_tier": "filesystem",
+  "mcp_server_version": "0.2.0",
+  "seed": 0,
+  "python_version": "3.11.15 (main, May 10 2026, 19:28:18) [Clang 22.1.3 ]",
+  "platform_info": "Linux-7.0.0-27-generic-x86_64-with-glibc2.43",
+  "cpu_model": "11th Gen Intel(R) Core(TM) i5-11400H @ 2.70GHz",
+  "cpu_count": 12,
+  "gpu": {
+    "name": "NVIDIA GeForce RTX 3050 Laptop GPU",
+    "driver_version": "595.71.05",
+    "cuda_version": "13.2",
+    "vram_total_mb": 4096,
+    "torch_cuda_available": null,
+    "torch_cuda_device_name": null
+  }
+}

data/raw_results/llama3.2-1b-u1-constrained/Q4_K_M.result.json

@@ -0,0 +1,53 @@
+{
+  "n": 12,
+  "svr_mcp": 0.25,
+  "tsr": 0.25,
+  "svr_mcp_ci": [
+    0.0,
+    0.5
+  ],
+  "tsr_ci": [
+    0.0,
+    0.5
+  ],
+  "svr": 0.25,
+  "total_latency_ms": 55520.75009799955,
+  "vram_gb": 1.3447265625,
+  "config": {
+    "model": "~/models/Llama-3.2-1B-Instruct-Q4_K_M.gguf",
+    "backend": "llama-cpp",
+    "quant": "Q4_K_M",
+    "decoding": "constrained",
+    "chat_variant": "default",
+    "server_tier": "filesystem",
+    "sample_size": 12,
+    "seed": 0,
+    "temperature": 0.0
+  },
+  "manifest": {
+    "timestamp": "2026-07-07T08:58:39.559534+00:00",
+    "git_commit": "701e8a0afebad26ba2d9806c4e9a7fcf25462e81",
+    "git_dirty": true,
+    "config_sha256": "d589e0cf6e460dae8f66c7eb6c22f0ea42e2a2be7bd3a4d65ebf7dad80cd22c6",
+    "fixture_sha256": "05f4271101928c527ef92ab3da7013314c2bf97e1e687ddff2ce6dbb249e924c",
+    "model": "~/models/Llama-3.2-1B-Instruct-Q4_K_M.gguf",
+    "backend": "llama-cpp",
+    "quant": "Q4_K_M",
+    "decoding": "constrained",
+    "server_tier": "filesystem",
+    "mcp_server_version": "0.2.0",
+    "seed": 0,
+    "python_version": "3.11.15 (main, May 10 2026, 19:28:18) [Clang 22.1.3 ]",
+    "platform_info": "Linux-7.0.0-27-generic-x86_64-with-glibc2.43",
+    "cpu_model": "11th Gen Intel(R) Core(TM) i5-11400H @ 2.70GHz",
+    "cpu_count": 12,
+    "gpu": {
+      "name": "NVIDIA GeForce RTX 3050 Laptop GPU",
+      "driver_version": "595.71.05",
+      "cuda_version": "13.2",
+      "vram_total_mb": 4096,
+      "torch_cuda_available": null,
+      "torch_cuda_device_name": null
+    }
+  }
+}

data/raw_results/llama3.2-1b-u1-constrained/Q5_K_M.manifest.json

@@ -0,0 +1,26 @@
+{
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data/raw_results/llama3.2-1b-u1-constrained/Q5_K_M.result.json

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data/raw_results/llama3.2-1b-u1-constrained/Q8_0.manifest.json

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data/raw_results/llama3.2-1b-u1-constrained/Q8_0.result.json

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data/raw_results/llama3.2-1b-u1-constrained/fp16.manifest.json

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data/raw_results/llama3.2-1b-u1-constrained/fp16.result.json

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data/raw_results/llama3.2-1b-u1/Q4_K_M.manifest.json

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data/raw_results/llama3.2-1b-u1/Q4_K_M.result.json

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data/raw_results/llama3.2-1b-u1/Q5_K_M.manifest.json

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data/raw_results/llama3.2-1b-u1/Q5_K_M.result.json

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 }

data/raw_results/llama3.2-1b-u1/Q8_0.manifest.json

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data/raw_results/llama3.2-1b-u1/Q8_0.result.json

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data/raw_results/llama3.2-1b-u1/fp16.manifest.json

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data/raw_results/llama3.2-1b-u1/fp16.result.json

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data/raw_results/llama3.2-1b-u2/Q4_K_M.manifest.json

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data/raw_results/llama3.2-1b-u2/Q4_K_M.result.json

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data/raw_results/llama3.2-1b-u2/Q5_K_M.manifest.json

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data/raw_results/llama3.2-1b-u2/Q5_K_M.result.json

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data/raw_results/llama3.2-1b-u2/Q8_0.manifest.json

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data/raw_results/llama3.2-1b-u2/Q8_0.result.json

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data/raw_results/llama3.2-1b-u2/fp16.manifest.json

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data/raw_results/llama3.2-1b-u3/Q4_K_M.manifest.json

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data/raw_results/llama3.2-1b-u3/Q4_K_M.result.json

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data/raw_results/llama3.2-1b-u3/Q5_K_M.manifest.json

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data/raw_results/llama3.2-1b-u3/Q5_K_M.result.json

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data/raw_results/llama3.2-1b-u3/fp16.result.json

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data/raw_results/llama3.2-1b-u4/fp16.manifest.json

@@ -0,0 +1,26 @@
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data/raw_results/llama3.2-1b-u4/fp16.result.json

@@ -0,0 +1,115 @@
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data/raw_results/qwen3-0.6b-u1/Q4_K_M.manifest.json

@@ -1,9 +1,9 @@
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data/raw_results/qwen3-0.6b-u1/Q4_K_M.result.json

@@ -1,17 +1,17 @@
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@@ -20,16 +20,16 @@
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@@ -49,5 +49,85 @@
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 }

data/raw_results/qwen3-0.6b-u1/Q5_K_M.manifest.json

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data/raw_results/qwen3-0.6b-u1/Q5_K_M.result.json

@@ -1,17 +1,17 @@
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@@ -20,16 +20,16 @@
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@@ -49,5 +49,85 @@
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 }

data/raw_results/qwen3-0.6b-u1/Q8_0.manifest.json

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data/raw_results/qwen3-0.6b-u1/Q8_0.result.json

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     "model": "~/models/Qwen_Qwen3-0.6B-Q8_0.gguf",
@@ -25,11 +25,11 @@
     "temperature": 0.0
   },
   "manifest": {
-    "timestamp": "2026-07-06T23:06:35.892608+00:00",
-    "git_commit": "eaf6596d5cf7a33c88710c5bb3851170a10f61ca",
+    "timestamp": "2026-07-07T11:05:42.535546+00:00",
+    "git_commit": "2d1a52a42404068d6552f62ad80c4f1d46c58b43",
     "git_dirty": true,
-    "config_sha256": "6fc6af9469bdb7317b29b6ab05ca89b72d4ebc91a4e20492a5baf2aae8759acf",
-    "fixture_sha256": "05f4271101928c527ef92ab3da7013314c2bf97e1e687ddff2ce6dbb249e924c",
+    "config_sha256": "4bdce1d22d68fcc8ed56840ebef5010004b28ce5f0908c4c4cc122ad66681112",
+    "fixture_sha256": "2a56a71dce74fdc1052f257ac0dbba658f0e2bf2b10c788a43a15986b78142c7",
     "model": "~/models/Qwen_Qwen3-0.6B-Q8_0.gguf",
     "backend": "llama-cpp",
     "quant": "Q8_0",
@@ -49,5 +49,85 @@
       "torch_cuda_available": null,
       "torch_cuda_device_name": null
     }
-  }
+  },
+  "instances": [
+    {
+      "task_id": "u1-read-todo",
+      "tool": "read_text_file",
+      "svr_pass": false,
+      "tsr_pass": false
+    },
+    {
+      "task_id": "u1-write-hello",
+      "tool": "write_file",
+      "svr_pass": true,
+      "tsr_pass": true
+    },
+    {
+      "task_id": "u1-create-dir",
+      "tool": "create_directory",
+      "svr_pass": true,
+      "tsr_pass": true
+    },
+    {
+      "task_id": "u1-list-notes",
+      "tool": "list_directory",
+      "svr_pass": true,
+      "tsr_pass": true
+    },
+    {
+      "task_id": "u1-list-sizes-data",
+      "tool": "list_directory_with_sizes",
+      "svr_pass": true,
+      "tsr_pass": true
+    },
+    {
+      "task_id": "u1-search-md",
+      "tool": "search_files",
+      "svr_pass": true,
+      "tsr_pass": false
+    },
+    {
+      "task_id": "u1-directory-tree",
+      "tool": "directory_tree",
+      "svr_pass": true,
+      "tsr_pass": false
+    },
+    {
+      "task_id": "u1-get-file-info",
+      "tool": "get_file_info",
+      "svr_pass": true,
+      "tsr_pass": true
+    },
+    {
+      "task_id": "u1-move-file",
+      "tool": "move_file",
+      "svr_pass": true,
+      "tsr_pass": true
+    },
+    {
+      "task_id": "u1-list-allowed-dirs",
+      "tool": "list_allowed_directories",
+      "svr_pass": false,
+      "tsr_pass": false
+    },
+    {
+      "task_id": "u1-edit-file",
+      "tool": "edit_file",
+      "svr_pass": true,
+      "tsr_pass": true
+    },
+    {
+      "task_id": "u1-read-multiple",
+      "tool": "read_multiple_files",
+      "svr_pass": true,
+      "tsr_pass": true
+    },
+    {
+      "task_id": "u1-read-image",
+      "tool": "read_media_file",
+      "svr_pass": true,
+      "tsr_pass": true
+    }
+  ]
 }

data/raw_results/qwen3-0.6b-u1/fp16.manifest.json

@@ -1,9 +1,9 @@
 {
-  "timestamp": "2026-07-06T23:06:10.279301+00:00",
-  "git_commit": "eaf6596d5cf7a33c88710c5bb3851170a10f61ca",
-  "git_dirty": false,
-  "config_sha256": "14231005bfa3e4ffe8202f90877ce4f15279eb9e6dc33c9c84d9353c4043744d",
-  "fixture_sha256": "05f4271101928c527ef92ab3da7013314c2bf97e1e687ddff2ce6dbb249e924c",
+  "timestamp": "2026-07-07T11:05:12.307423+00:00",
+  "git_commit": "2d1a52a42404068d6552f62ad80c4f1d46c58b43",
+  "git_dirty": true,
+  "config_sha256": "8463898da3cf0c41dea7dde26c92a331e63376732030cc13c99c37f40ffcab81",
+  "fixture_sha256": "2a56a71dce74fdc1052f257ac0dbba658f0e2bf2b10c788a43a15986b78142c7",
   "model": "~/models/Qwen_Qwen3-0.6B-bf16.gguf",
   "backend": "llama-cpp",
   "quant": "fp16",