diff --git a/isingllm_magnetization__seed-172_model-llama-3.1-8b-instant_size-35_temp-0.05_prompt-nr5.csv b/isingllm_magnetization__seed-172_model-llama-3.1-8b-instant_size-35_temp-0.05_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..839e8102cdc6868305e692807771ee36036875a0
--- /dev/null
+++ b/isingllm_magnetization__seed-172_model-llama-3.1-8b-instant_size-35_temp-0.05_prompt-nr5.csv
@@ -0,0 +1,37 @@
+Step, Magnetization, M**2, M**4
+0, 0.03020408, 0.00091229, 0.00000083
+1, -0.26040816, 0.06781241, 0.00459852
+2, -0.29306122, 0.08588488, 0.00737621
+3, -0.32408163, 0.10502890, 0.01103107
+4, -0.32897959, 0.10822757, 0.01171321
+5, -0.32897959, 0.10822757, 0.01171321
+6, -0.28979592, 0.08398167, 0.00705292
+7, -0.30775510, 0.09471320, 0.00897059
+8, -0.35020408, 0.12264290, 0.01504128
+9, -0.32081633, 0.10292312, 0.01059317
+10, -0.32408163, 0.10502890, 0.01103107
+11, -0.33387755, 0.11147422, 0.01242650
+12, -0.32408163, 0.10502890, 0.01103107
+13, -0.33061224, 0.10930446, 0.01194746
+14, -0.31755102, 0.10083865, 0.01016843
+15, -0.29959184, 0.08975527, 0.00805601
+16, -0.29306122, 0.08588488, 0.00737621
+17, -0.29142857, 0.08493061, 0.00721321
+18, -0.34040816, 0.11587772, 0.01342765
+19, -0.33224490, 0.11038667, 0.01218522
+20, -0.34040816, 0.11587772, 0.01342765
+21, -0.30122449, 0.09073619, 0.00823306
+22, -0.32081633, 0.10292312, 0.01059317
+23, -0.35183673, 0.12378909, 0.01532374
+24, -0.32734694, 0.10715602, 0.01148241
+25, -0.30122449, 0.09073619, 0.00823306
+26, -0.31591837, 0.09980441, 0.00996092
+27, -0.32571429, 0.10608980, 0.01125504
+28, -0.37142857, 0.13795918, 0.01903274
+29, -0.35020408, 0.12264290, 0.01504128
+30, -0.35673469, 0.12725964, 0.01619502
+31, -0.30448980, 0.09271404, 0.00859589
+32, -0.32734694, 0.10715602, 0.01148241
+33, -0.30448980, 0.09271404, 0.00859589
+34, -0.29795918, 0.08877968, 0.00788183
+35, -0.32897959, 0.10822757, 0.01171321
diff --git a/isingllm_magnetization__seed-172_model-llama-3.1-8b-instant_size-35_temp-0.2_prompt-nr5.csv b/isingllm_magnetization__seed-172_model-llama-3.1-8b-instant_size-35_temp-0.2_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cee72806042d5ea48d864613e4558a1c57678e8f
--- /dev/null
+++ b/isingllm_magnetization__seed-172_model-llama-3.1-8b-instant_size-35_temp-0.2_prompt-nr5.csv
@@ -0,0 +1,37 @@
+Step, Magnetization, M**2, M**4
+0, 0.03020408, 0.00091229, 0.00000083
+1, -0.28653061, 0.08209979, 0.00674038
+2, -0.29306122, 0.08588488, 0.00737621
+3, -0.29959184, 0.08975527, 0.00805601
+4, -0.26530612, 0.07038734, 0.00495438
+5, -0.30775510, 0.09471320, 0.00897059
+6, -0.31428571, 0.09877551, 0.00975660
+7, -0.29469388, 0.08684448, 0.00754196
+8, -0.33714286, 0.11366531, 0.01291980
+9, -0.31428571, 0.09877551, 0.00975660
+10, -0.33387755, 0.11147422, 0.01242650
+11, -0.34367347, 0.11811145, 0.01395032
+12, -0.30775510, 0.09471320, 0.00897059
+13, -0.32408163, 0.10502890, 0.01103107
+14, -0.36000000, 0.12960000, 0.01679616
+15, -0.31265306, 0.09775194, 0.00955544
+16, -0.32408163, 0.10502890, 0.01103107
+17, -0.34040816, 0.11587772, 0.01342765
+18, -0.33061224, 0.10930446, 0.01194746
+19, -0.33551020, 0.11256710, 0.01267135
+20, -0.29632653, 0.08780941, 0.00771049
+21, -0.30612245, 0.09371095, 0.00878174
+22, -0.33061224, 0.10930446, 0.01194746
+23, -0.32408163, 0.10502890, 0.01103107
+24, -0.33877551, 0.11476885, 0.01317189
+25, -0.31428571, 0.09877551, 0.00975660
+26, -0.31591837, 0.09980441, 0.00996092
+27, -0.31918367, 0.10187822, 0.01037917
+28, -0.34693878, 0.12036651, 0.01448810
+29, -0.30285714, 0.09172245, 0.00841301
+30, -0.28979592, 0.08398167, 0.00705292
+31, -0.33551020, 0.11256710, 0.01267135
+32, -0.34367347, 0.11811145, 0.01395032
+33, -0.27673469, 0.07658209, 0.00586482
+34, -0.31265306, 0.09775194, 0.00955544
+35, -0.31755102, 0.10083865, 0.01016843
diff --git a/isingllm_magnetization__seed-172_model-llama-3.1-8b-instant_size-35_temp-0.4_prompt-nr5.csv b/isingllm_magnetization__seed-172_model-llama-3.1-8b-instant_size-35_temp-0.4_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..490ea0aa69d9f619d9f10bb4e425b98bc9d74fd9
--- /dev/null
+++ b/isingllm_magnetization__seed-172_model-llama-3.1-8b-instant_size-35_temp-0.4_prompt-nr5.csv
@@ -0,0 +1,37 @@
+Step, Magnetization, M**2, M**4
+0, 0.03020408, 0.00091229, 0.00000083
+1, -0.26204082, 0.06866539, 0.00471494
+2, -0.30122449, 0.09073619, 0.00823306
+3, -0.23102041, 0.05337043, 0.00284840
+4, -0.25387755, 0.06445381, 0.00415429
+5, -0.27673469, 0.07658209, 0.00586482
+6, -0.27183673, 0.07389521, 0.00546050
+7, -0.30285714, 0.09172245, 0.00841301
+8, -0.26204082, 0.06866539, 0.00471494
+9, -0.26204082, 0.06866539, 0.00471494
+10, -0.29795918, 0.08877968, 0.00788183
+11, -0.31918367, 0.10187822, 0.01037917
+12, -0.29142857, 0.08493061, 0.00721321
+13, -0.28000000, 0.07840000, 0.00614656
+14, -0.25714286, 0.06612245, 0.00437218
+15, -0.28979592, 0.08398167, 0.00705292
+16, -0.24408163, 0.05957584, 0.00354928
+17, -0.28979592, 0.08398167, 0.00705292
+18, -0.28816327, 0.08303807, 0.00689532
+19, -0.26530612, 0.07038734, 0.00495438
+20, -0.26204082, 0.06866539, 0.00471494
+21, -0.30612245, 0.09371095, 0.00878174
+22, -0.28000000, 0.07840000, 0.00614656
+23, -0.26857143, 0.07213061, 0.00520283
+24, -0.28979592, 0.08398167, 0.00705292
+25, -0.25224490, 0.06362749, 0.00404846
+26, -0.27020408, 0.07301025, 0.00533050
+27, -0.27673469, 0.07658209, 0.00586482
+28, -0.26040816, 0.06781241, 0.00459852
+29, -0.26040816, 0.06781241, 0.00459852
+30, -0.28326531, 0.08023923, 0.00643833
+31, -0.27346939, 0.07478551, 0.00559287
+32, -0.27510204, 0.07568113, 0.00572763
+33, -0.29306122, 0.08588488, 0.00737621
+34, -0.28326531, 0.08023923, 0.00643833
+35, -0.26693878, 0.07125631, 0.00507746
diff --git a/isingllm_magnetization__seed-172_model-llama-3.1-8b-instant_size-35_temp-0.6_prompt-nr5.csv b/isingllm_magnetization__seed-172_model-llama-3.1-8b-instant_size-35_temp-0.6_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bc8b5d0cc53eb10d094a088f893a5bbccac8aac4
--- /dev/null
+++ b/isingllm_magnetization__seed-172_model-llama-3.1-8b-instant_size-35_temp-0.6_prompt-nr5.csv
@@ -0,0 +1,37 @@
+Step, Magnetization, M**2, M**4
+0, 0.03020408, 0.00091229, 0.00000083
+1, -0.22285714, 0.04966531, 0.00246664
+2, -0.24897959, 0.06199084, 0.00384286
+3, -0.23918367, 0.05720883, 0.00327285
+4, -0.22775510, 0.05187239, 0.00269074
+5, -0.22448980, 0.05039567, 0.00253972
+6, -0.23918367, 0.05720883, 0.00327285
+7, -0.22938776, 0.05261874, 0.00276873
+8, -0.24408163, 0.05957584, 0.00354928
+9, -0.26530612, 0.07038734, 0.00495438
+10, -0.26040816, 0.06781241, 0.00459852
+11, -0.25714286, 0.06612245, 0.00437218
+12, -0.21469388, 0.04609346, 0.00212461
+13, -0.26367347, 0.06952370, 0.00483354
+14, -0.23918367, 0.05720883, 0.00327285
+15, -0.23428571, 0.05488980, 0.00301289
+16, -0.25387755, 0.06445381, 0.00415429
+17, -0.24408163, 0.05957584, 0.00354928
+18, -0.22122449, 0.04894027, 0.00239515
+19, -0.25387755, 0.06445381, 0.00415429
+20, -0.27510204, 0.07568113, 0.00572763
+21, -0.30122449, 0.09073619, 0.00823306
+22, -0.26530612, 0.07038734, 0.00495438
+23, -0.27183673, 0.07389521, 0.00546050
+24, -0.25224490, 0.06362749, 0.00404846
+25, -0.25061224, 0.06280650, 0.00394466
+26, -0.28326531, 0.08023923, 0.00643833
+27, -0.28326531, 0.08023923, 0.00643833
+28, -0.27673469, 0.07658209, 0.00586482
+29, -0.25877551, 0.06696476, 0.00448428
+30, -0.30938776, 0.09572078, 0.00916247
+31, -0.30448980, 0.09271404, 0.00859589
+32, -0.27673469, 0.07658209, 0.00586482
+33, -0.30122449, 0.09073619, 0.00823306
+34, -0.25387755, 0.06445381, 0.00415429
+35, -0.22775510, 0.05187239, 0.00269074
diff --git a/isingllm_magnetization__seed-172_model-llama-3.1-8b-instant_size-35_temp-0.8_prompt-nr5.csv b/isingllm_magnetization__seed-172_model-llama-3.1-8b-instant_size-35_temp-0.8_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8a31c79d14d9fcbe5bb7db8df33182d4f554ad56
--- /dev/null
+++ b/isingllm_magnetization__seed-172_model-llama-3.1-8b-instant_size-35_temp-0.8_prompt-nr5.csv
@@ -0,0 +1,37 @@
+Step, Magnetization, M**2, M**4
+0, 0.03020408, 0.00091229, 0.00000083
+1, -0.22122449, 0.04894027, 0.00239515
+2, -0.23428571, 0.05488980, 0.00301289
+3, -0.28979592, 0.08398167, 0.00705292
+4, -0.24408163, 0.05957584, 0.00354928
+5, -0.25061224, 0.06280650, 0.00394466
+6, -0.25387755, 0.06445381, 0.00415429
+7, -0.25551020, 0.06528546, 0.00426219
+8, -0.21632653, 0.04679717, 0.00218997
+9, -0.27020408, 0.07301025, 0.00533050
+10, -0.26530612, 0.07038734, 0.00495438
+11, -0.25877551, 0.06696476, 0.00448428
+12, -0.26530612, 0.07038734, 0.00495438
+13, -0.26367347, 0.06952370, 0.00483354
+14, -0.26367347, 0.06952370, 0.00483354
+15, -0.23428571, 0.05488980, 0.00301289
+16, -0.25224490, 0.06362749, 0.00404846
+17, -0.22122449, 0.04894027, 0.00239515
+18, -0.25387755, 0.06445381, 0.00415429
+19, -0.26040816, 0.06781241, 0.00459852
+20, -0.26204082, 0.06866539, 0.00471494
+21, -0.23102041, 0.05337043, 0.00284840
+22, -0.25387755, 0.06445381, 0.00415429
+23, -0.26530612, 0.07038734, 0.00495438
+24, -0.28326531, 0.08023923, 0.00643833
+25, -0.30285714, 0.09172245, 0.00841301
+26, -0.24734694, 0.06118051, 0.00374305
+27, -0.22285714, 0.04966531, 0.00246664
+28, -0.27183673, 0.07389521, 0.00546050
+29, -0.25061224, 0.06280650, 0.00394466
+30, -0.27183673, 0.07389521, 0.00546050
+31, -0.27836735, 0.07748838, 0.00600445
+32, -0.28326531, 0.08023923, 0.00643833
+33, -0.28000000, 0.07840000, 0.00614656
+34, -0.22448980, 0.05039567, 0.00253972
+35, -0.25877551, 0.06696476, 0.00448428
diff --git a/isingllm_magnetization__seed-172_model-llama-3.1-8b-instant_size-35_temp-1.0_prompt-nr5.csv b/isingllm_magnetization__seed-172_model-llama-3.1-8b-instant_size-35_temp-1.0_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..11f11c0ef3167180f6751104ce9c3d8a3294ff1f
--- /dev/null
+++ b/isingllm_magnetization__seed-172_model-llama-3.1-8b-instant_size-35_temp-1.0_prompt-nr5.csv
@@ -0,0 +1,37 @@
+Step, Magnetization, M**2, M**4
+0, 0.03020408, 0.00091229, 0.00000083
+1, -0.19510204, 0.03806481, 0.00144893
+2, -0.19836735, 0.03934960, 0.00154839
+3, -0.27020408, 0.07301025, 0.00533050
+4, -0.21469388, 0.04609346, 0.00212461
+5, -0.24571429, 0.06037551, 0.00364520
+6, -0.24081633, 0.05799250, 0.00336313
+7, -0.28489796, 0.08116685, 0.00658806
+8, -0.25061224, 0.06280650, 0.00394466
+9, -0.23428571, 0.05488980, 0.00301289
+10, -0.29142857, 0.08493061, 0.00721321
+11, -0.26530612, 0.07038734, 0.00495438
+12, -0.29632653, 0.08780941, 0.00771049
+13, -0.21469388, 0.04609346, 0.00212461
+14, -0.20000000, 0.04000000, 0.00160000
+15, -0.25387755, 0.06445381, 0.00415429
+16, -0.24244898, 0.05878151, 0.00345527
+17, -0.26530612, 0.07038734, 0.00495438
+18, -0.27836735, 0.07748838, 0.00600445
+19, -0.27020408, 0.07301025, 0.00533050
+20, -0.27020408, 0.07301025, 0.00533050
+21, -0.26040816, 0.06781241, 0.00459852
+22, -0.24571429, 0.06037551, 0.00364520
+23, -0.26040816, 0.06781241, 0.00459852
+24, -0.29306122, 0.08588488, 0.00737621
+25, -0.27836735, 0.07748838, 0.00600445
+26, -0.27510204, 0.07568113, 0.00572763
+27, -0.27510204, 0.07568113, 0.00572763
+28, -0.25224490, 0.06362749, 0.00404846
+29, -0.24571429, 0.06037551, 0.00364520
+30, -0.23591837, 0.05565748, 0.00309775
+31, -0.25387755, 0.06445381, 0.00415429
+32, -0.22612245, 0.05113136, 0.00261442
+33, -0.22612245, 0.05113136, 0.00261442
+34, -0.21306122, 0.04539509, 0.00206071
+35, -0.23428571, 0.05488980, 0.00301289
diff --git a/isingllm_magnetization__seed-172_model-llama-3.1-8b-instant_size-35_temp-1.2_prompt-nr5.csv b/isingllm_magnetization__seed-172_model-llama-3.1-8b-instant_size-35_temp-1.2_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1f5b88c32fdda8dbc4cd0ce34f36626a11f1aef2
--- /dev/null
+++ b/isingllm_magnetization__seed-172_model-llama-3.1-8b-instant_size-35_temp-1.2_prompt-nr5.csv
@@ -0,0 +1,37 @@
+Step, Magnetization, M**2, M**4
+0, 0.03020408, 0.00091229, 0.00000083
+1, -0.21142857, 0.04470204, 0.00199827
+2, -0.23265306, 0.05412745, 0.00292978
+3, -0.24571429, 0.06037551, 0.00364520
+4, -0.27183673, 0.07389521, 0.00546050
+5, -0.25061224, 0.06280650, 0.00394466
+6, -0.22448980, 0.05039567, 0.00253972
+7, -0.24897959, 0.06199084, 0.00384286
+8, -0.27183673, 0.07389521, 0.00546050
+9, -0.26040816, 0.06781241, 0.00459852
+10, -0.27346939, 0.07478551, 0.00559287
+11, -0.29959184, 0.08975527, 0.00805601
+12, -0.23591837, 0.05565748, 0.00309775
+13, -0.19346939, 0.03743040, 0.00140104
+14, -0.26040816, 0.06781241, 0.00459852
+15, -0.24244898, 0.05878151, 0.00345527
+16, -0.26367347, 0.06952370, 0.00483354
+17, -0.24244898, 0.05878151, 0.00345527
+18, -0.22938776, 0.05261874, 0.00276873
+19, -0.29142857, 0.08493061, 0.00721321
+20, -0.23265306, 0.05412745, 0.00292978
+21, -0.26204082, 0.06866539, 0.00471494
+22, -0.27346939, 0.07478551, 0.00559287
+23, -0.25387755, 0.06445381, 0.00415429
+24, -0.22938776, 0.05261874, 0.00276873
+25, -0.28489796, 0.08116685, 0.00658806
+26, -0.24734694, 0.06118051, 0.00374305
+27, -0.27673469, 0.07658209, 0.00586482
+28, -0.25877551, 0.06696476, 0.00448428
+29, -0.30122449, 0.09073619, 0.00823306
+30, -0.24244898, 0.05878151, 0.00345527
+31, -0.27183673, 0.07389521, 0.00546050
+32, -0.25551020, 0.06528546, 0.00426219
+33, -0.25061224, 0.06280650, 0.00394466
+34, -0.26040816, 0.06781241, 0.00459852
+35, -0.26204082, 0.06866539, 0.00471494
diff --git a/isingllm_magnetization__seed-172_model-llama-3.1-8b-instant_size-35_temp-1.4_prompt-nr5.csv b/isingllm_magnetization__seed-172_model-llama-3.1-8b-instant_size-35_temp-1.4_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..94815e179494da452b40be7ef69a28ffb78f74d9
--- /dev/null
+++ b/isingllm_magnetization__seed-172_model-llama-3.1-8b-instant_size-35_temp-1.4_prompt-nr5.csv
@@ -0,0 +1,37 @@
+Step, Magnetization, M**2, M**4
+0, 0.03020408, 0.00091229, 0.00000083
+1, -0.20816327, 0.04333195, 0.00187766
+2, -0.21306122, 0.04539509, 0.00206071
+3, -0.26530612, 0.07038734, 0.00495438
+4, -0.23428571, 0.05488980, 0.00301289
+5, -0.26857143, 0.07213061, 0.00520283
+6, -0.24734694, 0.06118051, 0.00374305
+7, -0.25877551, 0.06696476, 0.00448428
+8, -0.25061224, 0.06280650, 0.00394466
+9, -0.28816327, 0.08303807, 0.00689532
+10, -0.26693878, 0.07125631, 0.00507746
+11, -0.23265306, 0.05412745, 0.00292978
+12, -0.24571429, 0.06037551, 0.00364520
+13, -0.26530612, 0.07038734, 0.00495438
+14, -0.22938776, 0.05261874, 0.00276873
+15, -0.25551020, 0.06528546, 0.00426219
+16, -0.22285714, 0.04966531, 0.00246664
+17, -0.24734694, 0.06118051, 0.00374305
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+23, -0.26693878, 0.07125631, 0.00507746
+24, -0.25877551, 0.06696476, 0.00448428
+25, -0.26204082, 0.06866539, 0.00471494
+26, -0.21795918, 0.04750621, 0.00225684
+27, -0.28326531, 0.08023923, 0.00643833
+28, -0.31265306, 0.09775194, 0.00955544
+29, -0.25387755, 0.06445381, 0.00415429
+30, -0.28000000, 0.07840000, 0.00614656
+31, -0.24734694, 0.06118051, 0.00374305
+32, -0.23265306, 0.05412745, 0.00292978
+33, -0.21632653, 0.04679717, 0.00218997
+34, -0.25061224, 0.06280650, 0.00394466
+35, -0.23591837, 0.05565748, 0.00309775
diff --git a/isingllm_magnetization__seed-172_model-llama-3.1-8b-instant_size-35_temp-1.6_prompt-nr5.csv b/isingllm_magnetization__seed-172_model-llama-3.1-8b-instant_size-35_temp-1.6_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9dc8f0f167fde2ceb83c6aa09d3dce866fa06e40
--- /dev/null
+++ b/isingllm_magnetization__seed-172_model-llama-3.1-8b-instant_size-35_temp-1.6_prompt-nr5.csv
@@ -0,0 +1,9 @@
+Step, Magnetization, M**2, M**4
+0, 0.03020408, 0.00091229, 0.00000083
+1, -0.22938776, 0.05261874, 0.00276873
+2, -0.24244898, 0.05878151, 0.00345527
+3, -0.26693878, 0.07125631, 0.00507746
+4, -0.27673469, 0.07658209, 0.00586482
+5, -0.30612245, 0.09371095, 0.00878174
+6, -0.28326531, 0.08023923, 0.00643833
+7, -0.26040816, 0.06781241, 0.00459852
diff --git a/isingllm_magnetization__seed-172_model-llama-3.1-8b-instant_size-45_temp-0.05_prompt-nr5.csv b/isingllm_magnetization__seed-172_model-llama-3.1-8b-instant_size-45_temp-0.05_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4eb9198827e1ce28320f73df983ee6f1144e05d8
--- /dev/null
+++ b/isingllm_magnetization__seed-172_model-llama-3.1-8b-instant_size-45_temp-0.05_prompt-nr5.csv
@@ -0,0 +1,37 @@
+Step, Magnetization, M**2, M**4
+0, 0.02419753, 0.00058552, 0.00000034
+1, -0.12197531, 0.01487798, 0.00022135
+2, -0.15753086, 0.02481597, 0.00061583
+3, -0.20296296, 0.04119396, 0.00169694
+4, -0.19703704, 0.03882359, 0.00150727
+5, -0.21777778, 0.04742716, 0.00224934
+6, -0.24345679, 0.05927121, 0.00351308
+7, -0.23753086, 0.05642091, 0.00318332
+8, -0.23358025, 0.05455973, 0.00297676
+9, -0.19703704, 0.03882359, 0.00150727
+10, -0.24444444, 0.05975309, 0.00357043
+11, -0.22567901, 0.05093102, 0.00259397
+12, -0.24444444, 0.05975309, 0.00357043
+13, -0.22172840, 0.04916348, 0.00241705
+14, -0.20691358, 0.04281323, 0.00183297
+15, -0.22172840, 0.04916348, 0.00241705
+16, -0.21580247, 0.04657071, 0.00216883
+17, -0.18518519, 0.03429355, 0.00117605
+18, -0.17728395, 0.03142960, 0.00098782
+19, -0.20000000, 0.04000000, 0.00160000
+20, -0.24148148, 0.05831331, 0.00340044
+21, -0.25234568, 0.06367834, 0.00405493
+22, -0.23358025, 0.05455973, 0.00297676
+23, -0.22271605, 0.04960244, 0.00246040
+24, -0.18419753, 0.03392873, 0.00115116
+25, -0.21679012, 0.04699796, 0.00220881
+26, -0.21679012, 0.04699796, 0.00220881
+27, -0.21283951, 0.04530066, 0.00205215
+28, -0.19802469, 0.03921378, 0.00153772
+29, -0.18716049, 0.03502905, 0.00122703
+30, -0.16444444, 0.02704198, 0.00073127
+31, -0.19604938, 0.03843536, 0.00147728
+32, -0.17234568, 0.02970303, 0.00088227
+33, -0.16049383, 0.02575827, 0.00066349
+34, -0.21975309, 0.04829142, 0.00233206
+35, -0.23061728, 0.05318433, 0.00282857
diff --git a/isingllm_magnetization__seed-172_model-llama-3.1-8b-instant_size-45_temp-0.2_prompt-nr5.csv b/isingllm_magnetization__seed-172_model-llama-3.1-8b-instant_size-45_temp-0.2_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b84718e3a4c9e44bc58772f1506efc1b96543efd
--- /dev/null
+++ b/isingllm_magnetization__seed-172_model-llama-3.1-8b-instant_size-45_temp-0.2_prompt-nr5.csv
@@ -0,0 +1,37 @@
+Step, Magnetization, M**2, M**4
+0, 0.02419753, 0.00058552, 0.00000034
+1, -0.13975309, 0.01953093, 0.00038146
+2, -0.20296296, 0.04119396, 0.00169694
+3, -0.20296296, 0.04119396, 0.00169694
+4, -0.20493827, 0.04199970, 0.00176397
+5, -0.18419753, 0.03392873, 0.00115116
+6, -0.20987654, 0.04404816, 0.00194024
+7, -0.21481481, 0.04614540, 0.00212940
+8, -0.26617284, 0.07084798, 0.00501944
+9, -0.20296296, 0.04119396, 0.00169694
+10, -0.20592593, 0.04240549, 0.00179823
+11, -0.20790123, 0.04322292, 0.00186822
+12, -0.22666667, 0.05137778, 0.00263968
+13, -0.19604938, 0.03843536, 0.00147728
+14, -0.23456790, 0.05502210, 0.00302743
+15, -0.24444444, 0.05975309, 0.00357043
+16, -0.22074074, 0.04872647, 0.00237427
+17, -0.22172840, 0.04916348, 0.00241705
+18, -0.23654321, 0.05595269, 0.00313070
+19, -0.24444444, 0.05975309, 0.00357043
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+21, -0.24938272, 0.06219174, 0.00386781
+22, -0.22962963, 0.05272977, 0.00278043
+23, -0.25037037, 0.06268532, 0.00392945
+24, -0.23160494, 0.05364085, 0.00287734
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+26, -0.21086420, 0.04446371, 0.00197702
+27, -0.19308642, 0.03728237, 0.00138997
+28, -0.25629630, 0.06568779, 0.00431489
+29, -0.24049383, 0.05783728, 0.00334515
+30, -0.26814815, 0.07190343, 0.00517010
+31, -0.28592593, 0.08175364, 0.00668366
+32, -0.23555556, 0.05548642, 0.00307874
+33, -0.22370370, 0.05004335, 0.00250434
+34, -0.19802469, 0.03921378, 0.00153772
+35, -0.23851852, 0.05689108, 0.00323660
diff --git a/isingllm_magnetization__seed-172_model-llama-3.1-8b-instant_size-45_temp-0.4_prompt-nr5.csv b/isingllm_magnetization__seed-172_model-llama-3.1-8b-instant_size-45_temp-0.4_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..80da1a4fb690e39c0172d0ee4d38979db485b687
--- /dev/null
+++ b/isingllm_magnetization__seed-172_model-llama-3.1-8b-instant_size-45_temp-0.4_prompt-nr5.csv
@@ -0,0 +1,37 @@
+Step, Magnetization, M**2, M**4
+0, 0.02419753, 0.00058552, 0.00000034
+1, -0.11407407, 0.01301289, 0.00016934
+2, -0.16049383, 0.02575827, 0.00066349
+3, -0.23061728, 0.05318433, 0.00282857
+4, -0.27209877, 0.07403774, 0.00548159
+5, -0.29580247, 0.08749910, 0.00765609
+6, -0.29679012, 0.08808438, 0.00775886
+7, -0.25037037, 0.06268532, 0.00392945
+8, -0.29283951, 0.08575498, 0.00735392
+9, -0.29679012, 0.08808438, 0.00775886
+10, -0.29777778, 0.08867160, 0.00786265
+11, -0.25530864, 0.06518250, 0.00424876
+12, -0.26419753, 0.06980034, 0.00487209
+13, -0.25728395, 0.06619503, 0.00438178
+14, -0.27802469, 0.07729773, 0.00597494
+15, -0.24641975, 0.06072269, 0.00368725
+16, -0.25432099, 0.06467916, 0.00418339
+17, -0.23950617, 0.05736321, 0.00329054
+18, -0.27012346, 0.07296668, 0.00532414
+19, -0.29876543, 0.08926078, 0.00796749
+20, -0.26024691, 0.06772846, 0.00458714
+21, -0.28296296, 0.08006804, 0.00641089
+22, -0.28888889, 0.08345679, 0.00696504
+23, -0.27506173, 0.07565895, 0.00572428
+24, -0.28592593, 0.08175364, 0.00668366
+25, -0.27012346, 0.07296668, 0.00532414
+26, -0.28592593, 0.08175364, 0.00668366
+27, -0.29580247, 0.08749910, 0.00765609
+28, -0.27506173, 0.07565895, 0.00572428
+29, -0.29481481, 0.08691578, 0.00755435
+30, -0.28691358, 0.08231940, 0.00677648
+31, -0.30765432, 0.09465118, 0.00895885
+32, -0.32740741, 0.10719561, 0.01149090
+33, -0.27703704, 0.07674952, 0.00589049
+34, -0.29185185, 0.08517750, 0.00725521
+35, -0.29283951, 0.08575498, 0.00735392
diff --git a/isingllm_magnetization__seed-172_model-llama-3.1-8b-instant_size-45_temp-0.6_prompt-nr5.csv b/isingllm_magnetization__seed-172_model-llama-3.1-8b-instant_size-45_temp-0.6_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1bcb19d19bc3c2373d32e26d8ba4b777d3ab7d09
--- /dev/null
+++ b/isingllm_magnetization__seed-172_model-llama-3.1-8b-instant_size-45_temp-0.6_prompt-nr5.csv
@@ -0,0 +1,37 @@
+Step, Magnetization, M**2, M**4
+0, 0.02419753, 0.00058552, 0.00000034
+1, -0.20296296, 0.04119396, 0.00169694
+2, -0.22469136, 0.05048621, 0.00254886
+3, -0.23753086, 0.05642091, 0.00318332
+4, -0.25530864, 0.06518250, 0.00424876
+5, -0.25135802, 0.06318086, 0.00399182
+6, -0.24740741, 0.06121043, 0.00374672
+7, -0.26320988, 0.06927944, 0.00479964
+8, -0.26024691, 0.06772846, 0.00458714
+9, -0.24740741, 0.06121043, 0.00374672
+10, -0.25530864, 0.06518250, 0.00424876
+11, -0.24246914, 0.05879128, 0.00345641
+12, -0.25728395, 0.06619503, 0.00438178
+13, -0.26617284, 0.07084798, 0.00501944
+14, -0.24641975, 0.06072269, 0.00368725
+15, -0.25135802, 0.06318086, 0.00399182
+16, -0.22962963, 0.05272977, 0.00278043
+17, -0.24839506, 0.06170011, 0.00380690
+18, -0.24444444, 0.05975309, 0.00357043
+19, -0.23654321, 0.05595269, 0.00313070
+20, -0.24148148, 0.05831331, 0.00340044
+21, -0.26320988, 0.06927944, 0.00479964
+22, -0.26222222, 0.06876049, 0.00472801
+23, -0.24839506, 0.06170011, 0.00380690
+24, -0.26716049, 0.07137473, 0.00509435
+25, -0.22074074, 0.04872647, 0.00237427
+26, -0.26123457, 0.06824350, 0.00465718
+27, -0.24740741, 0.06121043, 0.00374672
+28, -0.24740741, 0.06121043, 0.00374672
+29, -0.25827160, 0.06670422, 0.00444945
+30, -0.26814815, 0.07190343, 0.00517010
+31, -0.25629630, 0.06568779, 0.00431489
+32, -0.25234568, 0.06367834, 0.00405493
+33, -0.27209877, 0.07403774, 0.00548159
+34, -0.25530864, 0.06518250, 0.00424876
+35, -0.27703704, 0.07674952, 0.00589049
diff --git a/isingllm_magnetization__seed-172_model-llama-3.1-8b-instant_size-45_temp-0.8_prompt-nr5.csv b/isingllm_magnetization__seed-172_model-llama-3.1-8b-instant_size-45_temp-0.8_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..29c9c98048a8b213cca303b8f50b04d5b7f7ebb1
--- /dev/null
+++ b/isingllm_magnetization__seed-172_model-llama-3.1-8b-instant_size-45_temp-0.8_prompt-nr5.csv
@@ -0,0 +1,37 @@
+Step, Magnetization, M**2, M**4
+0, 0.02419753, 0.00058552, 0.00000034
+1, -0.15851852, 0.02512812, 0.00063142
+2, -0.24938272, 0.06219174, 0.00386781
+3, -0.24148148, 0.05831331, 0.00340044
+4, -0.26419753, 0.06980034, 0.00487209
+5, -0.23654321, 0.05595269, 0.00313070
+6, -0.23654321, 0.05595269, 0.00313070
+7, -0.22666667, 0.05137778, 0.00263968
+8, -0.23259259, 0.05409931, 0.00292674
+9, -0.20296296, 0.04119396, 0.00169694
+10, -0.22864198, 0.05227715, 0.00273290
+11, -0.20395062, 0.04159585, 0.00173022
+12, -0.22666667, 0.05137778, 0.00263968
+13, -0.23456790, 0.05502210, 0.00302743
+14, -0.22370370, 0.05004335, 0.00250434
+15, -0.23851852, 0.05689108, 0.00323660
+16, -0.20493827, 0.04199970, 0.00176397
+17, -0.23654321, 0.05595269, 0.00313070
+18, -0.22074074, 0.04872647, 0.00237427
+19, -0.23753086, 0.05642091, 0.00318332
+20, -0.20395062, 0.04159585, 0.00173022
+21, -0.17432099, 0.03038781, 0.00092342
+22, -0.21382716, 0.04572205, 0.00209051
+23, -0.24345679, 0.05927121, 0.00351308
+24, -0.22172840, 0.04916348, 0.00241705
+25, -0.23654321, 0.05595269, 0.00313070
+26, -0.18716049, 0.03502905, 0.00122703
+27, -0.21777778, 0.04742716, 0.00224934
+28, -0.22469136, 0.05048621, 0.00254886
+29, -0.23358025, 0.05455973, 0.00297676
+30, -0.26419753, 0.06980034, 0.00487209
+31, -0.25333333, 0.06417778, 0.00411879
+32, -0.23654321, 0.05595269, 0.00313070
+33, -0.21777778, 0.04742716, 0.00224934
+34, -0.20790123, 0.04322292, 0.00186822
+35, -0.22469136, 0.05048621, 0.00254886
diff --git a/isingllm_magnetization__seed-172_model-llama-3.1-8b-instant_size-45_temp-1.0_prompt-nr5.csv b/isingllm_magnetization__seed-172_model-llama-3.1-8b-instant_size-45_temp-1.0_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f8e7af15ba51614d2da6f7908e2a9076b8c14fc6
--- /dev/null
+++ b/isingllm_magnetization__seed-172_model-llama-3.1-8b-instant_size-45_temp-1.0_prompt-nr5.csv
@@ -0,0 +1,37 @@
+Step, Magnetization, M**2, M**4
+0, 0.02419753, 0.00058552, 0.00000034
+1, -0.14469136, 0.02093559, 0.00043830
+2, -0.20197531, 0.04079403, 0.00166415
+3, -0.21283951, 0.04530066, 0.00205215
+4, -0.20790123, 0.04322292, 0.00186822
+5, -0.23160494, 0.05364085, 0.00287734
+6, -0.20098765, 0.04039604, 0.00163184
+7, -0.22864198, 0.05227715, 0.00273290
+8, -0.24740741, 0.06121043, 0.00374672
+9, -0.21185185, 0.04488121, 0.00201432
+10, -0.20395062, 0.04159585, 0.00173022
+11, -0.18913580, 0.03577235, 0.00127966
+12, -0.21975309, 0.04829142, 0.00233206
+13, -0.19209877, 0.03690194, 0.00136175
+14, -0.23358025, 0.05455973, 0.00297676
+15, -0.26913580, 0.07243408, 0.00524670
+16, -0.23456790, 0.05502210, 0.00302743
+17, -0.24444444, 0.05975309, 0.00357043
+18, -0.23950617, 0.05736321, 0.00329054
+19, -0.21580247, 0.04657071, 0.00216883
+20, -0.19407407, 0.03766475, 0.00141863
+21, -0.21086420, 0.04446371, 0.00197702
+22, -0.21185185, 0.04488121, 0.00201432
+23, -0.22864198, 0.05227715, 0.00273290
+24, -0.23061728, 0.05318433, 0.00282857
+25, -0.23555556, 0.05548642, 0.00307874
+26, -0.25432099, 0.06467916, 0.00418339
+27, -0.23950617, 0.05736321, 0.00329054
+28, -0.22370370, 0.05004335, 0.00250434
+29, -0.21975309, 0.04829142, 0.00233206
+30, -0.19802469, 0.03921378, 0.00153772
+31, -0.22765432, 0.05182649, 0.00268599
+32, -0.21876543, 0.04785831, 0.00229042
+33, -0.22370370, 0.05004335, 0.00250434
+34, -0.22864198, 0.05227715, 0.00273290
+35, -0.21382716, 0.04572205, 0.00209051
diff --git a/isingllm_magnetization__seed-172_model-llama-3.1-8b-instant_size-45_temp-1.2_prompt-nr5.csv b/isingllm_magnetization__seed-172_model-llama-3.1-8b-instant_size-45_temp-1.2_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..93bf50dd455f8c570e6d22a91974d705cbf3f857
--- /dev/null
+++ b/isingllm_magnetization__seed-172_model-llama-3.1-8b-instant_size-45_temp-1.2_prompt-nr5.csv
@@ -0,0 +1,37 @@
+Step, Magnetization, M**2, M**4
+0, 0.02419753, 0.00058552, 0.00000034
+1, -0.15259259, 0.02328450, 0.00054217
+2, -0.22370370, 0.05004335, 0.00250434
+3, -0.24641975, 0.06072269, 0.00368725
+4, -0.20691358, 0.04281323, 0.00183297
+5, -0.23061728, 0.05318433, 0.00282857
+6, -0.20098765, 0.04039604, 0.00163184
+7, -0.22567901, 0.05093102, 0.00259397
+8, -0.22370370, 0.05004335, 0.00250434
+9, -0.22074074, 0.04872647, 0.00237427
+10, -0.24444444, 0.05975309, 0.00357043
+11, -0.21580247, 0.04657071, 0.00216883
+12, -0.20098765, 0.04039604, 0.00163184
+13, -0.19308642, 0.03728237, 0.00138997
+14, -0.19012346, 0.03614693, 0.00130660
+15, -0.20691358, 0.04281323, 0.00183297
+16, -0.20098765, 0.04039604, 0.00163184
+17, -0.20888889, 0.04363457, 0.00190398
+18, -0.21580247, 0.04657071, 0.00216883
+19, -0.24345679, 0.05927121, 0.00351308
+20, -0.24938272, 0.06219174, 0.00386781
+21, -0.24345679, 0.05927121, 0.00351308
+22, -0.21185185, 0.04488121, 0.00201432
+23, -0.23753086, 0.05642091, 0.00318332
+24, -0.24049383, 0.05783728, 0.00334515
+25, -0.24543210, 0.06023692, 0.00362849
+26, -0.21185185, 0.04488121, 0.00201432
+27, -0.24839506, 0.06170011, 0.00380690
+28, -0.25728395, 0.06619503, 0.00438178
+29, -0.23851852, 0.05689108, 0.00323660
+30, -0.19901235, 0.03960591, 0.00156863
+31, -0.22765432, 0.05182649, 0.00268599
+32, -0.23654321, 0.05595269, 0.00313070
+33, -0.22074074, 0.04872647, 0.00237427
+34, -0.25432099, 0.06467916, 0.00418339
+35, -0.22666667, 0.05137778, 0.00263968
diff --git a/isingllm_magnetization__seed-172_model-llama-3.1-8b-instant_size-45_temp-1.4_prompt-nr5.csv b/isingllm_magnetization__seed-172_model-llama-3.1-8b-instant_size-45_temp-1.4_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..50d7aed78a16c4815791fb4ef8dc744ce2920646
--- /dev/null
+++ b/isingllm_magnetization__seed-172_model-llama-3.1-8b-instant_size-45_temp-1.4_prompt-nr5.csv
@@ -0,0 +1,37 @@
+Step, Magnetization, M**2, M**4
+0, 0.02419753, 0.00058552, 0.00000034
+1, -0.17432099, 0.03038781, 0.00092342
+2, -0.22666667, 0.05137778, 0.00263968
+3, -0.22074074, 0.04872647, 0.00237427
+4, -0.22172840, 0.04916348, 0.00241705
+5, -0.22370370, 0.05004335, 0.00250434
+6, -0.24049383, 0.05783728, 0.00334515
+7, -0.24938272, 0.06219174, 0.00386781
+8, -0.26024691, 0.06772846, 0.00458714
+9, -0.27012346, 0.07296668, 0.00532414
+10, -0.25925926, 0.06721536, 0.00451791
+11, -0.25629630, 0.06568779, 0.00431489
+12, -0.25432099, 0.06467916, 0.00418339
+13, -0.26024691, 0.06772846, 0.00458714
+14, -0.26716049, 0.07137473, 0.00509435
+15, -0.25728395, 0.06619503, 0.00438178
+16, -0.25728395, 0.06619503, 0.00438178
+17, -0.26024691, 0.06772846, 0.00458714
+18, -0.25333333, 0.06417778, 0.00411879
+19, -0.23160494, 0.05364085, 0.00287734
+20, -0.23358025, 0.05455973, 0.00297676
+21, -0.25629630, 0.06568779, 0.00431489
+22, -0.26814815, 0.07190343, 0.00517010
+23, -0.27012346, 0.07296668, 0.00532414
+24, -0.28790123, 0.08288712, 0.00687027
+25, -0.26716049, 0.07137473, 0.00509435
+26, -0.22567901, 0.05093102, 0.00259397
+27, -0.23654321, 0.05595269, 0.00313070
+28, -0.29382716, 0.08633440, 0.00745363
+29, -0.27506173, 0.07565895, 0.00572428
+30, -0.27111111, 0.07350123, 0.00540243
+31, -0.25135802, 0.06318086, 0.00399182
+32, -0.25135802, 0.06318086, 0.00399182
+33, -0.22469136, 0.05048621, 0.00254886
+34, -0.27209877, 0.07403774, 0.00548159
+35, -0.24839506, 0.06170011, 0.00380690
diff --git a/isingllm_magnetization__seed-172_model-llama-3.1-8b-instant_size-45_temp-1.6_prompt-nr5.csv b/isingllm_magnetization__seed-172_model-llama-3.1-8b-instant_size-45_temp-1.6_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..694087aed1d1d302be0d786ee854189b2fcd14fd
--- /dev/null
+++ b/isingllm_magnetization__seed-172_model-llama-3.1-8b-instant_size-45_temp-1.6_prompt-nr5.csv
@@ -0,0 +1,37 @@
+Step, Magnetization, M**2, M**4
+0, 0.02419753, 0.00058552, 0.00000034
+1, -0.20296296, 0.04119396, 0.00169694
+2, -0.24641975, 0.06072269, 0.00368725
+3, -0.24938272, 0.06219174, 0.00386781
+4, -0.28493827, 0.08118982, 0.00659179
+5, -0.25925926, 0.06721536, 0.00451791
+6, -0.29481481, 0.08691578, 0.00755435
+7, -0.28493827, 0.08118982, 0.00659179
+8, -0.28493827, 0.08118982, 0.00659179
+9, -0.30074074, 0.09044499, 0.00818030
+10, -0.27604938, 0.07620326, 0.00580694
+11, -0.27604938, 0.07620326, 0.00580694
+12, -0.27308642, 0.07457619, 0.00556161
+13, -0.27111111, 0.07350123, 0.00540243
+14, -0.25135802, 0.06318086, 0.00399182
+15, -0.23654321, 0.05595269, 0.00313070
+16, -0.27901235, 0.07784789, 0.00606029
+17, -0.29876543, 0.08926078, 0.00796749
+18, -0.28000000, 0.07840000, 0.00614656
+19, -0.30666667, 0.09404444, 0.00884436
+20, -0.28098765, 0.07895406, 0.00623374
+21, -0.27604938, 0.07620326, 0.00580694
+22, -0.30370370, 0.09223594, 0.00850747
+23, -0.28000000, 0.07840000, 0.00614656
+24, -0.27209877, 0.07403774, 0.00548159
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+26, -0.27901235, 0.07784789, 0.00606029
+27, -0.30074074, 0.09044499, 0.00818030
+28, -0.27506173, 0.07565895, 0.00572428
+29, -0.27407407, 0.07511660, 0.00564250
+30, -0.27308642, 0.07457619, 0.00556161
+31, -0.25432099, 0.06467916, 0.00418339
+32, -0.27604938, 0.07620326, 0.00580694
+33, -0.28790123, 0.08288712, 0.00687027
+34, -0.29481481, 0.08691578, 0.00755435
+35, -0.24641975, 0.06072269, 0.00368725
diff --git a/isingllm_magnetization__seed-172_model-llama-3.1-8b-instant_size-45_temp-1.8_prompt-nr5.csv b/isingllm_magnetization__seed-172_model-llama-3.1-8b-instant_size-45_temp-1.8_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c6901273694bafa1ae6476a1e044cd34fbc14e76
--- /dev/null
+++ b/isingllm_magnetization__seed-172_model-llama-3.1-8b-instant_size-45_temp-1.8_prompt-nr5.csv
@@ -0,0 +1,35 @@
+Step, Magnetization, M**2, M**4
+0, 0.02419753, 0.00058552, 0.00000034
+1, -0.18716049, 0.03502905, 0.00122703
+2, -0.26518519, 0.07032318, 0.00494535
+3, -0.24839506, 0.06170011, 0.00380690
+4, -0.27209877, 0.07403774, 0.00548159
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+6, -0.25925926, 0.06721536, 0.00451791
+7, -0.25629630, 0.06568779, 0.00431489
+8, -0.27703704, 0.07674952, 0.00589049
+9, -0.31160494, 0.09709764, 0.00942795
+10, -0.31061728, 0.09648310, 0.00930899
+11, -0.28395062, 0.08062795, 0.00650087
+12, -0.30172840, 0.09104002, 0.00828829
+13, -0.28987654, 0.08402841, 0.00706077
+14, -0.29382716, 0.08633440, 0.00745363
+15, -0.27209877, 0.07403774, 0.00548159
+16, -0.32148148, 0.10335034, 0.01068129
+17, -0.28790123, 0.08288712, 0.00687027
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+19, -0.27209877, 0.07403774, 0.00548159
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+22, -0.26716049, 0.07137473, 0.00509435
+23, -0.27308642, 0.07457619, 0.00556161
+24, -0.29086420, 0.08460198, 0.00715750
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+26, -0.29679012, 0.08808438, 0.00775886
+27, -0.31654321, 0.10019960, 0.01003996
+28, -0.28000000, 0.07840000, 0.00614656
+29, -0.26518519, 0.07032318, 0.00494535
+30, -0.29481481, 0.08691578, 0.00755435
+31, -0.28000000, 0.07840000, 0.00614656
+32, -0.30172840, 0.09104002, 0.00828829
+33, -0.28987654, 0.08402841, 0.00706077
diff --git a/isingllm_magnetization__seed-2_model-gemma3:4b_size-45_temp-10.0_prompt-nr5.csv b/isingllm_magnetization__seed-2_model-gemma3:4b_size-45_temp-10.0_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0e26f88af26242a8799255d978af4804db3b914c
--- /dev/null
+++ b/isingllm_magnetization__seed-2_model-gemma3:4b_size-45_temp-10.0_prompt-nr5.csv
@@ -0,0 +1,37 @@
+Step, Magnetization, M**2, M**4
+0, 0.01333333, 0.00017778, 0.00000003
+1, -0.37185185, 0.13827380, 0.01911964
+2, -0.64740741, 0.41913635, 0.17567528
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+33, -1.00000000, 1.00000000, 1.00000000
+34, -1.00000000, 1.00000000, 1.00000000
+35, -1.00000000, 1.00000000, 1.00000000
diff --git a/isingllm_magnetization__seed-2_model-gemma3:4b_size-45_temp-3.5_prompt-nr5.csv b/isingllm_magnetization__seed-2_model-gemma3:4b_size-45_temp-3.5_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0e26f88af26242a8799255d978af4804db3b914c
--- /dev/null
+++ b/isingllm_magnetization__seed-2_model-gemma3:4b_size-45_temp-3.5_prompt-nr5.csv
@@ -0,0 +1,37 @@
+Step, Magnetization, M**2, M**4
+0, 0.01333333, 0.00017778, 0.00000003
+1, -0.37185185, 0.13827380, 0.01911964
+2, -0.64740741, 0.41913635, 0.17567528
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+34, -1.00000000, 1.00000000, 1.00000000
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diff --git a/isingllm_magnetization__seed-2_model-gemma3:4b_size-45_temp-4.0_prompt-nr5.csv b/isingllm_magnetization__seed-2_model-gemma3:4b_size-45_temp-4.0_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0e26f88af26242a8799255d978af4804db3b914c
--- /dev/null
+++ b/isingllm_magnetization__seed-2_model-gemma3:4b_size-45_temp-4.0_prompt-nr5.csv
@@ -0,0 +1,37 @@
+Step, Magnetization, M**2, M**4
+0, 0.01333333, 0.00017778, 0.00000003
+1, -0.37185185, 0.13827380, 0.01911964
+2, -0.64740741, 0.41913635, 0.17567528
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+4, -0.93086420, 0.86650815, 0.75083638
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+7, -0.99506173, 0.99014784, 0.98039275
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+34, -1.00000000, 1.00000000, 1.00000000
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diff --git a/isingllm_magnetization__seed-2_model-gemma3:4b_size-45_temp-5.0_prompt-nr5.csv b/isingllm_magnetization__seed-2_model-gemma3:4b_size-45_temp-5.0_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0e26f88af26242a8799255d978af4804db3b914c
--- /dev/null
+++ b/isingllm_magnetization__seed-2_model-gemma3:4b_size-45_temp-5.0_prompt-nr5.csv
@@ -0,0 +1,37 @@
+Step, Magnetization, M**2, M**4
+0, 0.01333333, 0.00017778, 0.00000003
+1, -0.37185185, 0.13827380, 0.01911964
+2, -0.64740741, 0.41913635, 0.17567528
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+34, -1.00000000, 1.00000000, 1.00000000
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diff --git a/isingllm_magnetization__seed-2_model-gemma3:4b_size-45_temp-7.0_prompt-nr5.csv b/isingllm_magnetization__seed-2_model-gemma3:4b_size-45_temp-7.0_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0e26f88af26242a8799255d978af4804db3b914c
--- /dev/null
+++ b/isingllm_magnetization__seed-2_model-gemma3:4b_size-45_temp-7.0_prompt-nr5.csv
@@ -0,0 +1,37 @@
+Step, Magnetization, M**2, M**4
+0, 0.01333333, 0.00017778, 0.00000003
+1, -0.37185185, 0.13827380, 0.01911964
+2, -0.64740741, 0.41913635, 0.17567528
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+4, -0.93086420, 0.86650815, 0.75083638
+5, -0.97234568, 0.94545612, 0.89388727
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diff --git a/isingllm_magnetization__seed-2_model-gemma3:4b_size-45_temp-8.0_prompt-nr5.csv b/isingllm_magnetization__seed-2_model-gemma3:4b_size-45_temp-8.0_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0e26f88af26242a8799255d978af4804db3b914c
--- /dev/null
+++ b/isingllm_magnetization__seed-2_model-gemma3:4b_size-45_temp-8.0_prompt-nr5.csv
@@ -0,0 +1,37 @@
+Step, Magnetization, M**2, M**4
+0, 0.01333333, 0.00017778, 0.00000003
+1, -0.37185185, 0.13827380, 0.01911964
+2, -0.64740741, 0.41913635, 0.17567528
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+4, -0.93086420, 0.86650815, 0.75083638
+5, -0.97234568, 0.94545612, 0.89388727
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+7, -0.99506173, 0.99014784, 0.98039275
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+34, -1.00000000, 1.00000000, 1.00000000
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diff --git a/isingllm_magnetization__seed-3_model-gemma3:4b_size-45_temp-10.0_prompt-nr5.csv b/isingllm_magnetization__seed-3_model-gemma3:4b_size-45_temp-10.0_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e15e485e636389057c0f5e969d1a31b09f7daae9
--- /dev/null
+++ b/isingllm_magnetization__seed-3_model-gemma3:4b_size-45_temp-10.0_prompt-nr5.csv
@@ -0,0 +1,37 @@
+Step, Magnetization, M**2, M**4
+0, -0.02320988, 0.00053870, 0.00000029
+1, 0.41135802, 0.16921542, 0.02863386
+2, 0.68592593, 0.47049438, 0.22136496
+3, 0.83604938, 0.69897857, 0.48857104
+4, 0.92592593, 0.85733882, 0.73502985
+5, 0.97432099, 0.94930139, 0.90117312
+6, 0.98518519, 0.97058985, 0.94204466
+7, 0.99407407, 0.98818326, 0.97650616
+8, 0.99703704, 0.99408285, 0.98820072
+9, 0.99802469, 0.99605328, 0.99212215
+10, 1.00000000, 1.00000000, 1.00000000
+11, 1.00000000, 1.00000000, 1.00000000
+12, 1.00000000, 1.00000000, 1.00000000
+13, 1.00000000, 1.00000000, 1.00000000
+14, 1.00000000, 1.00000000, 1.00000000
+15, 1.00000000, 1.00000000, 1.00000000
+16, 1.00000000, 1.00000000, 1.00000000
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+29, 1.00000000, 1.00000000, 1.00000000
+30, 1.00000000, 1.00000000, 1.00000000
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+32, 1.00000000, 1.00000000, 1.00000000
+33, 1.00000000, 1.00000000, 1.00000000
+34, 1.00000000, 1.00000000, 1.00000000
+35, 1.00000000, 1.00000000, 1.00000000
diff --git a/isingllm_magnetization__seed-3_model-gemma3:4b_size-45_temp-3.5_prompt-nr5.csv b/isingllm_magnetization__seed-3_model-gemma3:4b_size-45_temp-3.5_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e15e485e636389057c0f5e969d1a31b09f7daae9
--- /dev/null
+++ b/isingllm_magnetization__seed-3_model-gemma3:4b_size-45_temp-3.5_prompt-nr5.csv
@@ -0,0 +1,37 @@
+Step, Magnetization, M**2, M**4
+0, -0.02320988, 0.00053870, 0.00000029
+1, 0.41135802, 0.16921542, 0.02863386
+2, 0.68592593, 0.47049438, 0.22136496
+3, 0.83604938, 0.69897857, 0.48857104
+4, 0.92592593, 0.85733882, 0.73502985
+5, 0.97432099, 0.94930139, 0.90117312
+6, 0.98518519, 0.97058985, 0.94204466
+7, 0.99407407, 0.98818326, 0.97650616
+8, 0.99703704, 0.99408285, 0.98820072
+9, 0.99802469, 0.99605328, 0.99212215
+10, 1.00000000, 1.00000000, 1.00000000
+11, 1.00000000, 1.00000000, 1.00000000
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+13, 1.00000000, 1.00000000, 1.00000000
+14, 1.00000000, 1.00000000, 1.00000000
+15, 1.00000000, 1.00000000, 1.00000000
+16, 1.00000000, 1.00000000, 1.00000000
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+19, 1.00000000, 1.00000000, 1.00000000
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+21, 1.00000000, 1.00000000, 1.00000000
+22, 1.00000000, 1.00000000, 1.00000000
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+24, 1.00000000, 1.00000000, 1.00000000
+25, 1.00000000, 1.00000000, 1.00000000
+26, 1.00000000, 1.00000000, 1.00000000
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+29, 1.00000000, 1.00000000, 1.00000000
+30, 1.00000000, 1.00000000, 1.00000000
+31, 1.00000000, 1.00000000, 1.00000000
+32, 1.00000000, 1.00000000, 1.00000000
+33, 1.00000000, 1.00000000, 1.00000000
+34, 1.00000000, 1.00000000, 1.00000000
+35, 1.00000000, 1.00000000, 1.00000000
diff --git a/isingllm_magnetization__seed-3_model-gemma3:4b_size-45_temp-4.0_prompt-nr5.csv b/isingllm_magnetization__seed-3_model-gemma3:4b_size-45_temp-4.0_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e15e485e636389057c0f5e969d1a31b09f7daae9
--- /dev/null
+++ b/isingllm_magnetization__seed-3_model-gemma3:4b_size-45_temp-4.0_prompt-nr5.csv
@@ -0,0 +1,37 @@
+Step, Magnetization, M**2, M**4
+0, -0.02320988, 0.00053870, 0.00000029
+1, 0.41135802, 0.16921542, 0.02863386
+2, 0.68592593, 0.47049438, 0.22136496
+3, 0.83604938, 0.69897857, 0.48857104
+4, 0.92592593, 0.85733882, 0.73502985
+5, 0.97432099, 0.94930139, 0.90117312
+6, 0.98518519, 0.97058985, 0.94204466
+7, 0.99407407, 0.98818326, 0.97650616
+8, 0.99703704, 0.99408285, 0.98820072
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+11, 1.00000000, 1.00000000, 1.00000000
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diff --git a/isingllm_magnetization__seed-3_model-gemma3:4b_size-45_temp-5.0_prompt-nr5.csv b/isingllm_magnetization__seed-3_model-gemma3:4b_size-45_temp-5.0_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e15e485e636389057c0f5e969d1a31b09f7daae9
--- /dev/null
+++ b/isingllm_magnetization__seed-3_model-gemma3:4b_size-45_temp-5.0_prompt-nr5.csv
@@ -0,0 +1,37 @@
+Step, Magnetization, M**2, M**4
+0, -0.02320988, 0.00053870, 0.00000029
+1, 0.41135802, 0.16921542, 0.02863386
+2, 0.68592593, 0.47049438, 0.22136496
+3, 0.83604938, 0.69897857, 0.48857104
+4, 0.92592593, 0.85733882, 0.73502985
+5, 0.97432099, 0.94930139, 0.90117312
+6, 0.98518519, 0.97058985, 0.94204466
+7, 0.99407407, 0.98818326, 0.97650616
+8, 0.99703704, 0.99408285, 0.98820072
+9, 0.99802469, 0.99605328, 0.99212215
+10, 1.00000000, 1.00000000, 1.00000000
+11, 1.00000000, 1.00000000, 1.00000000
+12, 1.00000000, 1.00000000, 1.00000000
+13, 1.00000000, 1.00000000, 1.00000000
+14, 1.00000000, 1.00000000, 1.00000000
+15, 1.00000000, 1.00000000, 1.00000000
+16, 1.00000000, 1.00000000, 1.00000000
+17, 1.00000000, 1.00000000, 1.00000000
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+33, 1.00000000, 1.00000000, 1.00000000
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diff --git a/isingllm_magnetization__seed-3_model-gemma3:4b_size-45_temp-7.0_prompt-nr5.csv b/isingllm_magnetization__seed-3_model-gemma3:4b_size-45_temp-7.0_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e15e485e636389057c0f5e969d1a31b09f7daae9
--- /dev/null
+++ b/isingllm_magnetization__seed-3_model-gemma3:4b_size-45_temp-7.0_prompt-nr5.csv
@@ -0,0 +1,37 @@
+Step, Magnetization, M**2, M**4
+0, -0.02320988, 0.00053870, 0.00000029
+1, 0.41135802, 0.16921542, 0.02863386
+2, 0.68592593, 0.47049438, 0.22136496
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diff --git a/isingllm_magnetization__seed-3_model-gemma3:4b_size-45_temp-8.0_prompt-nr5.csv b/isingllm_magnetization__seed-3_model-gemma3:4b_size-45_temp-8.0_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e15e485e636389057c0f5e969d1a31b09f7daae9
--- /dev/null
+++ b/isingllm_magnetization__seed-3_model-gemma3:4b_size-45_temp-8.0_prompt-nr5.csv
@@ -0,0 +1,37 @@
+Step, Magnetization, M**2, M**4
+0, -0.02320988, 0.00053870, 0.00000029
+1, 0.41135802, 0.16921542, 0.02863386
+2, 0.68592593, 0.47049438, 0.22136496
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diff --git a/isingllm_magnetization__seed-51_model-phi4-mini:3.8b_size-15_temp-0.5_prompt-nr5.csv b/isingllm_magnetization__seed-51_model-phi4-mini:3.8b_size-15_temp-0.5_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f6733c457c9ecdd8b87022470333048190d71224
--- /dev/null
+++ b/isingllm_magnetization__seed-51_model-phi4-mini:3.8b_size-15_temp-0.5_prompt-nr5.csv
@@ -0,0 +1,32 @@
+Step, Magnetization, M**2, M**4
+0, -0.04888889, 0.00239012, 0.00000571
+1, 0.29777778, 0.08867160, 0.00786265
+2, 0.48444444, 0.23468642, 0.05507772
+3, 0.60000000, 0.36000000, 0.12960000
+4, 0.66222222, 0.43853827, 0.19231582
+5, 0.63555556, 0.40393086, 0.16316014
+6, 0.69777778, 0.48689383, 0.23706560
+7, 0.73333333, 0.53777778, 0.28920494
+8, 0.68000000, 0.46240000, 0.21381376
+9, 0.83111111, 0.69074568, 0.47712959
+10, 0.81333333, 0.66151111, 0.43759695
+11, 0.87555556, 0.76659753, 0.58767177
+12, 0.77777778, 0.60493827, 0.36595031
+13, 0.80444444, 0.64713086, 0.41877836
+14, 0.75111111, 0.56416790, 0.31828542
+15, 0.76000000, 0.57760000, 0.33362176
+16, 0.77777778, 0.60493827, 0.36595031
+17, 0.75111111, 0.56416790, 0.31828542
+18, 0.80444444, 0.64713086, 0.41877836
+19, 0.78666667, 0.61884444, 0.38296845
+20, 0.77777778, 0.60493827, 0.36595031
+21, 0.80444444, 0.64713086, 0.41877836
+22, 0.81333333, 0.66151111, 0.43759695
+23, 0.83111111, 0.69074568, 0.47712959
+24, 0.84888889, 0.72061235, 0.51928215
+25, 0.83111111, 0.69074568, 0.47712959
+26, 0.76000000, 0.57760000, 0.33362176
+27, 0.68888889, 0.47456790, 0.22521469
+28, 0.57333333, 0.32871111, 0.10805099
+29, 0.70666667, 0.49937778, 0.24937816
+30, 0.75111111, 0.56416790, 0.31828542
diff --git a/isingllm_magnetization__seed-51_model-phi4-mini:3.8b_size-15_temp-0.65_prompt-nr5.csv b/isingllm_magnetization__seed-51_model-phi4-mini:3.8b_size-15_temp-0.65_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bc46990f347fdbc091327fe6c5347b4e95d3d433
--- /dev/null
+++ b/isingllm_magnetization__seed-51_model-phi4-mini:3.8b_size-15_temp-0.65_prompt-nr5.csv
@@ -0,0 +1,32 @@
+Step, Magnetization, M**2, M**4
+0, -0.04888889, 0.00239012, 0.00000571
+1, 0.36000000, 0.12960000, 0.01679616
+2, 0.33333333, 0.11111111, 0.01234568
+3, 0.37777778, 0.14271605, 0.02036787
+4, 0.44888889, 0.20150123, 0.04060275
+5, 0.48444444, 0.23468642, 0.05507772
+6, 0.53777778, 0.28920494, 0.08363950
+7, 0.54666667, 0.29884444, 0.08930800
+8, 0.52000000, 0.27040000, 0.07311616
+9, 0.55555556, 0.30864198, 0.09525987
+10, 0.49333333, 0.24337778, 0.05923274
+11, 0.53777778, 0.28920494, 0.08363950
+12, 0.48444444, 0.23468642, 0.05507772
+13, 0.39555556, 0.15646420, 0.02448105
+14, 0.44000000, 0.19360000, 0.03748096
+15, 0.47555556, 0.22615309, 0.05114522
+16, 0.53777778, 0.28920494, 0.08363950
+17, 0.51111111, 0.26123457, 0.06824350
+18, 0.59111111, 0.34941235, 0.12208899
+19, 0.61777778, 0.38164938, 0.14565625
+20, 0.48444444, 0.23468642, 0.05507772
+21, 0.55555556, 0.30864198, 0.09525987
+22, 0.62666667, 0.39271111, 0.15422202
+23, 0.65333333, 0.42684444, 0.18219618
+24, 0.60000000, 0.36000000, 0.12960000
+25, 0.55555556, 0.30864198, 0.09525987
+26, 0.60000000, 0.36000000, 0.12960000
+27, 0.52000000, 0.27040000, 0.07311616
+28, 0.51111111, 0.26123457, 0.06824350
+29, 0.48444444, 0.23468642, 0.05507772
+30, 0.66222222, 0.43853827, 0.19231582
diff --git a/isingllm_magnetization__seed-51_model-phi4-mini:3.8b_size-15_temp-0.75_prompt-nr5.csv b/isingllm_magnetization__seed-51_model-phi4-mini:3.8b_size-15_temp-0.75_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..dc13954b1d2e6a41bd0c52e3419499fde38777e6
--- /dev/null
+++ b/isingllm_magnetization__seed-51_model-phi4-mini:3.8b_size-15_temp-0.75_prompt-nr5.csv
@@ -0,0 +1,32 @@
+Step, Magnetization, M**2, M**4
+0, -0.04888889, 0.00239012, 0.00000571
+1, 0.13777778, 0.01898272, 0.00036034
+2, 0.20000000, 0.04000000, 0.00160000
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+4, 0.35111111, 0.12327901, 0.01519771
+5, 0.40444444, 0.16357531, 0.02675688
+6, 0.48444444, 0.23468642, 0.05507772
+7, 0.43111111, 0.18585679, 0.03454275
+8, 0.43111111, 0.18585679, 0.03454275
+9, 0.36888889, 0.13607901, 0.01851750
+10, 0.36000000, 0.12960000, 0.01679616
+11, 0.32444444, 0.10526420, 0.01108055
+12, 0.34222222, 0.11711605, 0.01371617
+13, 0.44888889, 0.20150123, 0.04060275
+14, 0.43111111, 0.18585679, 0.03454275
+15, 0.45777778, 0.20956049, 0.04391560
+16, 0.45777778, 0.20956049, 0.04391560
+17, 0.32444444, 0.10526420, 0.01108055
+18, 0.31555556, 0.09957531, 0.00991524
+19, 0.45777778, 0.20956049, 0.04391560
+20, 0.45777778, 0.20956049, 0.04391560
+21, 0.45777778, 0.20956049, 0.04391560
+22, 0.54666667, 0.29884444, 0.08930800
+23, 0.53777778, 0.28920494, 0.08363950
+24, 0.52000000, 0.27040000, 0.07311616
+25, 0.49333333, 0.24337778, 0.05923274
+26, 0.47555556, 0.22615309, 0.05114522
+27, 0.39555556, 0.15646420, 0.02448105
+28, 0.36000000, 0.12960000, 0.01679616
+29, 0.36888889, 0.13607901, 0.01851750
+30, 0.41333333, 0.17084444, 0.02918782
diff --git a/isingllm_magnetization__seed-51_model-phi4-mini:3.8b_size-15_temp-0.7_prompt-nr5.csv b/isingllm_magnetization__seed-51_model-phi4-mini:3.8b_size-15_temp-0.7_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..839ea740b5d54081a2403a308fe35ddc8b95e0e8
--- /dev/null
+++ b/isingllm_magnetization__seed-51_model-phi4-mini:3.8b_size-15_temp-0.7_prompt-nr5.csv
@@ -0,0 +1,32 @@
+Step, Magnetization, M**2, M**4
+0, -0.04888889, 0.00239012, 0.00000571
+1, 0.17333333, 0.03004444, 0.00090267
+2, 0.40444444, 0.16357531, 0.02675688
+3, 0.48444444, 0.23468642, 0.05507772
+4, 0.52888889, 0.27972346, 0.07824521
+5, 0.57333333, 0.32871111, 0.10805099
+6, 0.60888889, 0.37074568, 0.13745236
+7, 0.57333333, 0.32871111, 0.10805099
+8, 0.49333333, 0.24337778, 0.05923274
+9, 0.44000000, 0.19360000, 0.03748096
+10, 0.44888889, 0.20150123, 0.04060275
+11, 0.52000000, 0.27040000, 0.07311616
+12, 0.56444444, 0.31859753, 0.10150439
+13, 0.56444444, 0.31859753, 0.10150439
+14, 0.45777778, 0.20956049, 0.04391560
+15, 0.50222222, 0.25222716, 0.06361854
+16, 0.40444444, 0.16357531, 0.02675688
+17, 0.52000000, 0.27040000, 0.07311616
+18, 0.41333333, 0.17084444, 0.02918782
+19, 0.41333333, 0.17084444, 0.02918782
+20, 0.36888889, 0.13607901, 0.01851750
+21, 0.44000000, 0.19360000, 0.03748096
+22, 0.43111111, 0.18585679, 0.03454275
+23, 0.52888889, 0.27972346, 0.07824521
+24, 0.42222222, 0.17827160, 0.03178077
+25, 0.42222222, 0.17827160, 0.03178077
+26, 0.44000000, 0.19360000, 0.03748096
+27, 0.36888889, 0.13607901, 0.01851750
+28, 0.46666667, 0.21777778, 0.04742716
+29, 0.53777778, 0.28920494, 0.08363950
+30, 0.62666667, 0.39271111, 0.15422202
diff --git a/isingllm_magnetization__seed-51_model-phi4-mini:3.8b_size-15_temp-0.85_prompt-nr5.csv b/isingllm_magnetization__seed-51_model-phi4-mini:3.8b_size-15_temp-0.85_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6745c3fb8c7c4f30f423807a34dd807b003cdaae
--- /dev/null
+++ b/isingllm_magnetization__seed-51_model-phi4-mini:3.8b_size-15_temp-0.85_prompt-nr5.csv
@@ -0,0 +1,32 @@
+Step, Magnetization, M**2, M**4
+0, -0.04888889, 0.00239012, 0.00000571
+1, 0.20000000, 0.04000000, 0.00160000
+2, 0.27111111, 0.07350123, 0.00540243
+3, 0.21777778, 0.04742716, 0.00224934
+4, 0.38666667, 0.14951111, 0.02235357
+5, 0.37777778, 0.14271605, 0.02036787
+6, 0.41333333, 0.17084444, 0.02918782
+7, 0.38666667, 0.14951111, 0.02235357
+8, 0.33333333, 0.11111111, 0.01234568
+9, 0.28000000, 0.07840000, 0.00614656
+10, 0.24444444, 0.05975309, 0.00357043
+11, 0.28000000, 0.07840000, 0.00614656
+12, 0.28000000, 0.07840000, 0.00614656
+13, 0.29777778, 0.08867160, 0.00786265
+14, 0.29777778, 0.08867160, 0.00786265
+15, 0.22666667, 0.05137778, 0.00263968
+16, 0.28000000, 0.07840000, 0.00614656
+17, 0.34222222, 0.11711605, 0.01371617
+18, 0.29777778, 0.08867160, 0.00786265
+19, 0.27111111, 0.07350123, 0.00540243
+20, 0.34222222, 0.11711605, 0.01371617
+21, 0.28000000, 0.07840000, 0.00614656
+22, 0.33333333, 0.11111111, 0.01234568
+23, 0.27111111, 0.07350123, 0.00540243
+24, 0.41333333, 0.17084444, 0.02918782
+25, 0.44000000, 0.19360000, 0.03748096
+26, 0.44000000, 0.19360000, 0.03748096
+27, 0.40444444, 0.16357531, 0.02675688
+28, 0.43111111, 0.18585679, 0.03454275
+29, 0.46666667, 0.21777778, 0.04742716
+30, 0.44000000, 0.19360000, 0.03748096
diff --git a/isingllm_magnetization__seed-51_model-phi4-mini:3.8b_size-15_temp-1.0_prompt-nr5.csv b/isingllm_magnetization__seed-51_model-phi4-mini:3.8b_size-15_temp-1.0_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2d0cd873ca4f6fc7430adb71b08e2696973865a6
--- /dev/null
+++ b/isingllm_magnetization__seed-51_model-phi4-mini:3.8b_size-15_temp-1.0_prompt-nr5.csv
@@ -0,0 +1,32 @@
+Step, Magnetization, M**2, M**4
+0, -0.04888889, 0.00239012, 0.00000571
+1, 0.13777778, 0.01898272, 0.00036034
+2, 0.14666667, 0.02151111, 0.00046273
+3, 0.36888889, 0.13607901, 0.01851750
+4, 0.35111111, 0.12327901, 0.01519771
+5, 0.32444444, 0.10526420, 0.01108055
+6, 0.28888889, 0.08345679, 0.00696504
+7, 0.22666667, 0.05137778, 0.00263968
+8, 0.32444444, 0.10526420, 0.01108055
+9, 0.27111111, 0.07350123, 0.00540243
+10, 0.22666667, 0.05137778, 0.00263968
+11, 0.26222222, 0.06876049, 0.00472801
+12, 0.36888889, 0.13607901, 0.01851750
+13, 0.30666667, 0.09404444, 0.00884436
+14, 0.29777778, 0.08867160, 0.00786265
+15, 0.36000000, 0.12960000, 0.01679616
+16, 0.33333333, 0.11111111, 0.01234568
+17, 0.40444444, 0.16357531, 0.02675688
+18, 0.37777778, 0.14271605, 0.02036787
+19, 0.32444444, 0.10526420, 0.01108055
+20, 0.21777778, 0.04742716, 0.00224934
+21, 0.28000000, 0.07840000, 0.00614656
+22, 0.24444444, 0.05975309, 0.00357043
+23, 0.36888889, 0.13607901, 0.01851750
+24, 0.33333333, 0.11111111, 0.01234568
+25, 0.43111111, 0.18585679, 0.03454275
+26, 0.32444444, 0.10526420, 0.01108055
+27, 0.21777778, 0.04742716, 0.00224934
+28, 0.35111111, 0.12327901, 0.01519771
+29, 0.28000000, 0.07840000, 0.00614656
+30, 0.35111111, 0.12327901, 0.01519771
diff --git a/isingllm_magnetization__seed-51_model-phi4-mini:3.8b_size-20_temp-0.5_prompt-nr5.csv b/isingllm_magnetization__seed-51_model-phi4-mini:3.8b_size-20_temp-0.5_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ad0c975a7e2dd5928399b752c399e70b3ec5fd72
--- /dev/null
+++ b/isingllm_magnetization__seed-51_model-phi4-mini:3.8b_size-20_temp-0.5_prompt-nr5.csv
@@ -0,0 +1,32 @@
+Step, Magnetization, M**2, M**4
+0, -0.04000000, 0.00160000, 0.00000256
+1, 0.16500000, 0.02722500, 0.00074120
+2, 0.38500000, 0.14822500, 0.02197065
+3, 0.47000000, 0.22090000, 0.04879681
+4, 0.56500000, 0.31922500, 0.10190460
+5, 0.60500000, 0.36602500, 0.13397430
+6, 0.64500000, 0.41602500, 0.17307680
+7, 0.60500000, 0.36602500, 0.13397430
+8, 0.67000000, 0.44890000, 0.20151121
+9, 0.73000000, 0.53290000, 0.28398241
+10, 0.79500000, 0.63202500, 0.39945560
+11, 0.76500000, 0.58522500, 0.34248830
+12, 0.78000000, 0.60840000, 0.37015056
+13, 0.75000000, 0.56250000, 0.31640625
+14, 0.77500000, 0.60062500, 0.36075039
+15, 0.71000000, 0.50410000, 0.25411681
+16, 0.71500000, 0.51122500, 0.26135100
+17, 0.67500000, 0.45562500, 0.20759414
+18, 0.69500000, 0.48302500, 0.23331315
+19, 0.70500000, 0.49702500, 0.24703385
+20, 0.66000000, 0.43560000, 0.18974736
+21, 0.70000000, 0.49000000, 0.24010000
+22, 0.67500000, 0.45562500, 0.20759414
+23, 0.71000000, 0.50410000, 0.25411681
+24, 0.70000000, 0.49000000, 0.24010000
+25, 0.68000000, 0.46240000, 0.21381376
+26, 0.67000000, 0.44890000, 0.20151121
+27, 0.70500000, 0.49702500, 0.24703385
+28, 0.71000000, 0.50410000, 0.25411681
+29, 0.72000000, 0.51840000, 0.26873856
+30, 0.69000000, 0.47610000, 0.22667121
diff --git a/isingllm_magnetization__seed-51_model-phi4-mini:3.8b_size-20_temp-0.65_prompt-nr5.csv b/isingllm_magnetization__seed-51_model-phi4-mini:3.8b_size-20_temp-0.65_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1f64f14b577b7df942cf0538da9a5dae9956114d
--- /dev/null
+++ b/isingllm_magnetization__seed-51_model-phi4-mini:3.8b_size-20_temp-0.65_prompt-nr5.csv
@@ -0,0 +1,32 @@
+Step, Magnetization, M**2, M**4
+0, -0.04000000, 0.00160000, 0.00000256
+1, 0.12000000, 0.01440000, 0.00020736
+2, 0.37000000, 0.13690000, 0.01874161
+3, 0.43500000, 0.18922500, 0.03580610
+4, 0.49000000, 0.24010000, 0.05764801
+5, 0.55000000, 0.30250000, 0.09150625
+6, 0.48000000, 0.23040000, 0.05308416
+7, 0.55500000, 0.30802500, 0.09487940
+8, 0.53000000, 0.28090000, 0.07890481
+9, 0.45500000, 0.20702500, 0.04285935
+10, 0.40500000, 0.16402500, 0.02690420
+11, 0.38500000, 0.14822500, 0.02197065
+12, 0.45500000, 0.20702500, 0.04285935
+13, 0.46500000, 0.21622500, 0.04675325
+14, 0.48500000, 0.23522500, 0.05533080
+15, 0.50500000, 0.25502500, 0.06503775
+16, 0.45500000, 0.20702500, 0.04285935
+17, 0.43500000, 0.18922500, 0.03580610
+18, 0.51500000, 0.26522500, 0.07034430
+19, 0.45000000, 0.20250000, 0.04100625
+20, 0.46000000, 0.21160000, 0.04477456
+21, 0.50000000, 0.25000000, 0.06250000
+22, 0.56000000, 0.31360000, 0.09834496
+23, 0.47500000, 0.22562500, 0.05090664
+24, 0.41000000, 0.16810000, 0.02825761
+25, 0.52000000, 0.27040000, 0.07311616
+26, 0.57000000, 0.32490000, 0.10556001
+27, 0.55500000, 0.30802500, 0.09487940
+28, 0.52000000, 0.27040000, 0.07311616
+29, 0.53500000, 0.28622500, 0.08192475
+30, 0.56500000, 0.31922500, 0.10190460
diff --git a/isingllm_magnetization__seed-51_model-phi4-mini:3.8b_size-20_temp-0.75_prompt-nr5.csv b/isingllm_magnetization__seed-51_model-phi4-mini:3.8b_size-20_temp-0.75_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..25cfcc2aee3865a48355b9c85b424d5dc46ac0a4
--- /dev/null
+++ b/isingllm_magnetization__seed-51_model-phi4-mini:3.8b_size-20_temp-0.75_prompt-nr5.csv
@@ -0,0 +1,32 @@
+Step, Magnetization, M**2, M**4
+0, -0.04000000, 0.00160000, 0.00000256
+1, 0.20000000, 0.04000000, 0.00160000
+2, 0.36000000, 0.12960000, 0.01679616
+3, 0.33000000, 0.10890000, 0.01185921
+4, 0.38000000, 0.14440000, 0.02085136
+5, 0.43500000, 0.18922500, 0.03580610
+6, 0.35500000, 0.12602500, 0.01588230
+7, 0.32500000, 0.10562500, 0.01115664
+8, 0.37500000, 0.14062500, 0.01977539
+9, 0.42500000, 0.18062500, 0.03262539
+10, 0.43500000, 0.18922500, 0.03580610
+11, 0.41000000, 0.16810000, 0.02825761
+12, 0.40000000, 0.16000000, 0.02560000
+13, 0.40500000, 0.16402500, 0.02690420
+14, 0.49000000, 0.24010000, 0.05764801
+15, 0.42500000, 0.18062500, 0.03262539
+16, 0.32000000, 0.10240000, 0.01048576
+17, 0.34500000, 0.11902500, 0.01416695
+18, 0.40000000, 0.16000000, 0.02560000
+19, 0.38000000, 0.14440000, 0.02085136
+20, 0.39500000, 0.15602500, 0.02434380
+21, 0.44000000, 0.19360000, 0.03748096
+22, 0.40000000, 0.16000000, 0.02560000
+23, 0.39000000, 0.15210000, 0.02313441
+24, 0.37500000, 0.14062500, 0.01977539
+25, 0.37500000, 0.14062500, 0.01977539
+26, 0.41000000, 0.16810000, 0.02825761
+27, 0.39500000, 0.15602500, 0.02434380
+28, 0.43000000, 0.18490000, 0.03418801
+29, 0.40000000, 0.16000000, 0.02560000
+30, 0.36000000, 0.12960000, 0.01679616
diff --git a/isingllm_magnetization__seed-51_model-phi4-mini:3.8b_size-20_temp-0.7_prompt-nr5.csv b/isingllm_magnetization__seed-51_model-phi4-mini:3.8b_size-20_temp-0.7_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..dbc9dc8c974f7b3f9ca2736fc327c16893c6a793
--- /dev/null
+++ b/isingllm_magnetization__seed-51_model-phi4-mini:3.8b_size-20_temp-0.7_prompt-nr5.csv
@@ -0,0 +1,32 @@
+Step, Magnetization, M**2, M**4
+0, -0.04000000, 0.00160000, 0.00000256
+1, 0.20000000, 0.04000000, 0.00160000
+2, 0.26500000, 0.07022500, 0.00493155
+3, 0.35500000, 0.12602500, 0.01588230
+4, 0.41500000, 0.17222500, 0.02966145
+5, 0.43500000, 0.18922500, 0.03580610
+6, 0.45500000, 0.20702500, 0.04285935
+7, 0.47500000, 0.22562500, 0.05090664
+8, 0.35500000, 0.12602500, 0.01588230
+9, 0.44500000, 0.19802500, 0.03921390
+10, 0.54500000, 0.29702500, 0.08822385
+11, 0.54000000, 0.29160000, 0.08503056
+12, 0.46000000, 0.21160000, 0.04477456
+13, 0.43000000, 0.18490000, 0.03418801
+14, 0.45000000, 0.20250000, 0.04100625
+15, 0.45000000, 0.20250000, 0.04100625
+16, 0.45000000, 0.20250000, 0.04100625
+17, 0.51500000, 0.26522500, 0.07034430
+18, 0.52000000, 0.27040000, 0.07311616
+19, 0.52500000, 0.27562500, 0.07596914
+20, 0.51500000, 0.26522500, 0.07034430
+21, 0.50000000, 0.25000000, 0.06250000
+22, 0.50500000, 0.25502500, 0.06503775
+23, 0.44500000, 0.19802500, 0.03921390
+24, 0.46000000, 0.21160000, 0.04477456
+25, 0.46500000, 0.21622500, 0.04675325
+26, 0.55000000, 0.30250000, 0.09150625
+27, 0.57500000, 0.33062500, 0.10931289
+28, 0.52500000, 0.27562500, 0.07596914
+29, 0.52500000, 0.27562500, 0.07596914
+30, 0.43000000, 0.18490000, 0.03418801
diff --git a/isingllm_magnetization__seed-51_model-phi4-mini:3.8b_size-20_temp-0.85_prompt-nr5.csv b/isingllm_magnetization__seed-51_model-phi4-mini:3.8b_size-20_temp-0.85_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..605b7e20295763cc6062429a45ebc53e7b20cce6
--- /dev/null
+++ b/isingllm_magnetization__seed-51_model-phi4-mini:3.8b_size-20_temp-0.85_prompt-nr5.csv
@@ -0,0 +1,32 @@
+Step, Magnetization, M**2, M**4
+0, -0.04000000, 0.00160000, 0.00000256
+1, 0.15000000, 0.02250000, 0.00050625
+2, 0.26500000, 0.07022500, 0.00493155
+3, 0.32000000, 0.10240000, 0.01048576
+4, 0.26500000, 0.07022500, 0.00493155
+5, 0.24000000, 0.05760000, 0.00331776
+6, 0.29000000, 0.08410000, 0.00707281
+7, 0.40000000, 0.16000000, 0.02560000
+8, 0.40000000, 0.16000000, 0.02560000
+9, 0.28500000, 0.08122500, 0.00659750
+10, 0.30000000, 0.09000000, 0.00810000
+11, 0.36000000, 0.12960000, 0.01679616
+12, 0.42000000, 0.17640000, 0.03111696
+13, 0.36500000, 0.13322500, 0.01774890
+14, 0.33000000, 0.10890000, 0.01185921
+15, 0.32500000, 0.10562500, 0.01115664
+16, 0.38500000, 0.14822500, 0.02197065
+17, 0.39000000, 0.15210000, 0.02313441
+18, 0.37000000, 0.13690000, 0.01874161
+19, 0.40000000, 0.16000000, 0.02560000
+20, 0.36000000, 0.12960000, 0.01679616
+21, 0.39500000, 0.15602500, 0.02434380
+22, 0.41500000, 0.17222500, 0.02966145
+23, 0.39000000, 0.15210000, 0.02313441
+24, 0.36000000, 0.12960000, 0.01679616
+25, 0.33500000, 0.11222500, 0.01259445
+26, 0.31500000, 0.09922500, 0.00984560
+27, 0.27500000, 0.07562500, 0.00571914
+28, 0.28500000, 0.08122500, 0.00659750
+29, 0.43000000, 0.18490000, 0.03418801
+30, 0.35000000, 0.12250000, 0.01500625
diff --git a/isingllm_magnetization__seed-51_model-phi4-mini:3.8b_size-20_temp-1.0_prompt-nr5.csv b/isingllm_magnetization__seed-51_model-phi4-mini:3.8b_size-20_temp-1.0_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1d9443856de124d37d59926f00ee8211dd1a2442
--- /dev/null
+++ b/isingllm_magnetization__seed-51_model-phi4-mini:3.8b_size-20_temp-1.0_prompt-nr5.csv
@@ -0,0 +1,32 @@
+Step, Magnetization, M**2, M**4
+0, -0.04000000, 0.00160000, 0.00000256
+1, 0.06500000, 0.00422500, 0.00001785
+2, 0.18500000, 0.03422500, 0.00117135
+3, 0.29500000, 0.08702500, 0.00757335
+4, 0.27500000, 0.07562500, 0.00571914
+5, 0.25000000, 0.06250000, 0.00390625
+6, 0.22000000, 0.04840000, 0.00234256
+7, 0.29500000, 0.08702500, 0.00757335
+8, 0.30000000, 0.09000000, 0.00810000
+9, 0.32500000, 0.10562500, 0.01115664
+10, 0.31000000, 0.09610000, 0.00923521
+11, 0.28000000, 0.07840000, 0.00614656
+12, 0.26500000, 0.07022500, 0.00493155
+13, 0.31000000, 0.09610000, 0.00923521
+14, 0.30500000, 0.09302500, 0.00865365
+15, 0.26000000, 0.06760000, 0.00456976
+16, 0.23000000, 0.05290000, 0.00279841
+17, 0.30500000, 0.09302500, 0.00865365
+18, 0.31000000, 0.09610000, 0.00923521
+19, 0.23000000, 0.05290000, 0.00279841
+20, 0.29500000, 0.08702500, 0.00757335
+21, 0.19500000, 0.03802500, 0.00144590
+22, 0.19500000, 0.03802500, 0.00144590
+23, 0.15000000, 0.02250000, 0.00050625
+24, 0.33500000, 0.11222500, 0.01259445
+25, 0.37500000, 0.14062500, 0.01977539
+26, 0.26500000, 0.07022500, 0.00493155
+27, 0.24000000, 0.05760000, 0.00331776
+28, 0.28000000, 0.07840000, 0.00614656
+29, 0.21500000, 0.04622500, 0.00213675
+30, 0.30000000, 0.09000000, 0.00810000
diff --git a/isingllm_magnetization__seed-51_model-phi4-mini:3.8b_size-25_temp-0.5_prompt-nr5.csv b/isingllm_magnetization__seed-51_model-phi4-mini:3.8b_size-25_temp-0.5_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b55295bf49f34f8c4016e55ff40c22b527618484
--- /dev/null
+++ b/isingllm_magnetization__seed-51_model-phi4-mini:3.8b_size-25_temp-0.5_prompt-nr5.csv
@@ -0,0 +1,32 @@
+Step, Magnetization, M**2, M**4
+0, -0.02400000, 0.00057600, 0.00000033
+1, 0.29920000, 0.08952064, 0.00801394
+2, 0.42080000, 0.17707264, 0.03135472
+3, 0.53600000, 0.28729600, 0.08253899
+4, 0.63200000, 0.39942400, 0.15953953
+5, 0.65760000, 0.43243776, 0.18700242
+6, 0.68000000, 0.46240000, 0.21381376
+7, 0.66080000, 0.43665664, 0.19066902
+8, 0.64480000, 0.41576704, 0.17286223
+9, 0.67680000, 0.45805824, 0.20981735
+10, 0.73440000, 0.53934336, 0.29089126
+11, 0.76000000, 0.57760000, 0.33362176
+12, 0.74720000, 0.55830784, 0.31170764
+13, 0.73760000, 0.54405376, 0.29599449
+14, 0.69920000, 0.48888064, 0.23900428
+15, 0.72160000, 0.52070656, 0.27113532
+16, 0.71520000, 0.51151104, 0.26164354
+17, 0.64800000, 0.41990400, 0.17631937
+18, 0.66080000, 0.43665664, 0.19066902
+19, 0.68640000, 0.47114496, 0.22197757
+20, 0.69920000, 0.48888064, 0.23900428
+21, 0.65760000, 0.43243776, 0.18700242
+22, 0.67680000, 0.45805824, 0.20981735
+23, 0.60640000, 0.36772096, 0.13521870
+24, 0.69280000, 0.47997184, 0.23037297
+25, 0.70880000, 0.50239744, 0.25240319
+26, 0.73440000, 0.53934336, 0.29089126
+27, 0.75040000, 0.56310016, 0.31708179
+28, 0.71520000, 0.51151104, 0.26164354
+29, 0.70560000, 0.49787136, 0.24787589
+30, 0.75360000, 0.56791296, 0.32252513
diff --git a/isingllm_magnetization__seed-51_model-phi4-mini:3.8b_size-25_temp-0.65_prompt-nr5.csv b/isingllm_magnetization__seed-51_model-phi4-mini:3.8b_size-25_temp-0.65_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..93d442880fd33ce3ad5d3442695d2cea9c712846
--- /dev/null
+++ b/isingllm_magnetization__seed-51_model-phi4-mini:3.8b_size-25_temp-0.65_prompt-nr5.csv
@@ -0,0 +1,32 @@
+Step, Magnetization, M**2, M**4
+0, -0.02400000, 0.00057600, 0.00000033
+1, 0.14880000, 0.02214144, 0.00049024
+2, 0.31840000, 0.10137856, 0.01027761
+3, 0.34080000, 0.11614464, 0.01348958
+4, 0.41120000, 0.16908544, 0.02858989
+5, 0.44000000, 0.19360000, 0.03748096
+6, 0.44000000, 0.19360000, 0.03748096
+7, 0.47840000, 0.22886656, 0.05237990
+8, 0.49120000, 0.24127744, 0.05821480
+9, 0.36640000, 0.13424896, 0.01802278
+10, 0.30880000, 0.09535744, 0.00909304
+11, 0.38560000, 0.14868736, 0.02210793
+12, 0.44640000, 0.19927296, 0.03970971
+13, 0.50720000, 0.25725184, 0.06617851
+14, 0.46560000, 0.21678336, 0.04699503
+15, 0.55520000, 0.30824704, 0.09501624
+16, 0.52320000, 0.27373824, 0.07493262
+17, 0.56480000, 0.31899904, 0.10176039
+18, 0.52000000, 0.27040000, 0.07311616
+19, 0.55520000, 0.30824704, 0.09501624
+20, 0.47200000, 0.22278400, 0.04963271
+21, 0.51680000, 0.26708224, 0.07133292
+22, 0.48160000, 0.23193856, 0.05379550
+23, 0.53280000, 0.28387584, 0.08058549
+24, 0.54880000, 0.30118144, 0.09071026
+25, 0.48800000, 0.23814400, 0.05671256
+26, 0.46560000, 0.21678336, 0.04699503
+27, 0.43040000, 0.18524416, 0.03431540
+28, 0.49760000, 0.24760576, 0.06130861
+29, 0.55200000, 0.30470400, 0.09284453
+30, 0.56160000, 0.31539456, 0.09947373
diff --git a/isingllm_magnetization__seed-51_model-phi4-mini:3.8b_size-25_temp-0.75_prompt-nr5.csv b/isingllm_magnetization__seed-51_model-phi4-mini:3.8b_size-25_temp-0.75_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..442fd3f00c30d07acc58bcbcfe72f2472f110a80
--- /dev/null
+++ b/isingllm_magnetization__seed-51_model-phi4-mini:3.8b_size-25_temp-0.75_prompt-nr5.csv
@@ -0,0 +1,32 @@
+Step, Magnetization, M**2, M**4
+0, -0.02400000, 0.00057600, 0.00000033
+1, 0.15200000, 0.02310400, 0.00053379
+2, 0.26400000, 0.06969600, 0.00485753
+3, 0.34400000, 0.11833600, 0.01400341
+4, 0.39840000, 0.15872256, 0.02519285
+5, 0.36640000, 0.13424896, 0.01802278
+6, 0.39520000, 0.15618304, 0.02439314
+7, 0.39200000, 0.15366400, 0.02361262
+8, 0.34720000, 0.12054784, 0.01453178
+9, 0.36640000, 0.13424896, 0.01802278
+10, 0.37600000, 0.14137600, 0.01998717
+11, 0.45920000, 0.21086464, 0.04446390
+12, 0.43360000, 0.18800896, 0.03534737
+13, 0.36640000, 0.13424896, 0.01802278
+14, 0.37600000, 0.14137600, 0.01998717
+15, 0.33760000, 0.11397376, 0.01299002
+16, 0.43360000, 0.18800896, 0.03534737
+17, 0.38560000, 0.14868736, 0.02210793
+18, 0.34400000, 0.11833600, 0.01400341
+19, 0.29280000, 0.08573184, 0.00734995
+20, 0.34720000, 0.12054784, 0.01453178
+21, 0.36320000, 0.13191424, 0.01740137
+22, 0.38880000, 0.15116544, 0.02285099
+23, 0.33440000, 0.11182336, 0.01250446
+24, 0.41440000, 0.17172736, 0.02949029
+25, 0.47840000, 0.22886656, 0.05237990
+26, 0.41440000, 0.17172736, 0.02949029
+27, 0.35360000, 0.12503296, 0.01563324
+28, 0.43040000, 0.18524416, 0.03431540
+29, 0.44000000, 0.19360000, 0.03748096
+30, 0.41760000, 0.17438976, 0.03041179
diff --git a/isingllm_magnetization__seed-51_model-phi4-mini:3.8b_size-25_temp-0.7_prompt-nr5.csv b/isingllm_magnetization__seed-51_model-phi4-mini:3.8b_size-25_temp-0.7_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..87a605c6385388b01e39ff3092667e7f9ac5215b
--- /dev/null
+++ b/isingllm_magnetization__seed-51_model-phi4-mini:3.8b_size-25_temp-0.7_prompt-nr5.csv
@@ -0,0 +1,32 @@
+Step, Magnetization, M**2, M**4
+0, -0.02400000, 0.00057600, 0.00000033
+1, 0.23840000, 0.05683456, 0.00323017
+2, 0.35360000, 0.12503296, 0.01563324
+3, 0.40800000, 0.16646400, 0.02771026
+4, 0.40480000, 0.16386304, 0.02685110
+5, 0.36000000, 0.12960000, 0.01679616
+6, 0.39200000, 0.15366400, 0.02361262
+7, 0.40480000, 0.16386304, 0.02685110
+8, 0.42400000, 0.17977600, 0.03231941
+9, 0.38560000, 0.14868736, 0.02210793
+10, 0.44320000, 0.19642624, 0.03858327
+11, 0.47520000, 0.22581504, 0.05099243
+12, 0.45280000, 0.20502784, 0.04203642
+13, 0.45920000, 0.21086464, 0.04446390
+14, 0.45280000, 0.20502784, 0.04203642
+15, 0.44960000, 0.20214016, 0.04086064
+16, 0.42400000, 0.17977600, 0.03231941
+17, 0.46880000, 0.21977344, 0.04830036
+18, 0.51360000, 0.26378496, 0.06958251
+19, 0.48480000, 0.23503104, 0.05523959
+20, 0.38560000, 0.14868736, 0.02210793
+21, 0.45280000, 0.20502784, 0.04203642
+22, 0.44000000, 0.19360000, 0.03748096
+23, 0.43040000, 0.18524416, 0.03431540
+24, 0.44000000, 0.19360000, 0.03748096
+25, 0.47200000, 0.22278400, 0.04963271
+26, 0.49440000, 0.24443136, 0.05974669
+27, 0.44960000, 0.20214016, 0.04086064
+28, 0.46240000, 0.21381376, 0.04571632
+29, 0.46240000, 0.21381376, 0.04571632
+30, 0.43040000, 0.18524416, 0.03431540
diff --git a/isingllm_magnetization__seed-51_model-phi4-mini:3.8b_size-25_temp-0.85_prompt-nr5.csv b/isingllm_magnetization__seed-51_model-phi4-mini:3.8b_size-25_temp-0.85_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fceddd14a0f6657bc119fc8c1e8b182b85935081
--- /dev/null
+++ b/isingllm_magnetization__seed-51_model-phi4-mini:3.8b_size-25_temp-0.85_prompt-nr5.csv
@@ -0,0 +1,32 @@
+Step, Magnetization, M**2, M**4
+0, -0.02400000, 0.00057600, 0.00000033
+1, 0.14240000, 0.02027776, 0.00041119
+2, 0.29600000, 0.08761600, 0.00767656
+3, 0.39840000, 0.15872256, 0.02519285
+4, 0.37280000, 0.13897984, 0.01931540
+5, 0.33120000, 0.10969344, 0.01203265
+6, 0.39840000, 0.15872256, 0.02519285
+7, 0.28640000, 0.08202496, 0.00672809
+8, 0.29280000, 0.08573184, 0.00734995
+9, 0.28960000, 0.08386816, 0.00703387
+10, 0.28960000, 0.08386816, 0.00703387
+11, 0.32160000, 0.10342656, 0.01069705
+12, 0.35040000, 0.12278016, 0.01507497
+13, 0.25120000, 0.06310144, 0.00398179
+14, 0.30880000, 0.09535744, 0.00909304
+15, 0.33760000, 0.11397376, 0.01299002
+16, 0.42080000, 0.17707264, 0.03135472
+17, 0.35680000, 0.12730624, 0.01620688
+18, 0.40480000, 0.16386304, 0.02685110
+19, 0.33440000, 0.11182336, 0.01250446
+20, 0.31200000, 0.09734400, 0.00947585
+21, 0.28640000, 0.08202496, 0.00672809
+22, 0.30240000, 0.09144576, 0.00836233
+23, 0.30240000, 0.09144576, 0.00836233
+24, 0.25120000, 0.06310144, 0.00398179
+25, 0.25120000, 0.06310144, 0.00398179
+26, 0.26400000, 0.06969600, 0.00485753
+27, 0.29280000, 0.08573184, 0.00734995
+28, 0.26080000, 0.06801664, 0.00462626
+29, 0.33440000, 0.11182336, 0.01250446
+30, 0.34720000, 0.12054784, 0.01453178
diff --git a/isingllm_magnetization__seed-51_model-phi4-mini:3.8b_size-25_temp-1.0_prompt-nr5.csv b/isingllm_magnetization__seed-51_model-phi4-mini:3.8b_size-25_temp-1.0_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f4178ac0e74b363858d2454802eadf04b3124b4c
--- /dev/null
+++ b/isingllm_magnetization__seed-51_model-phi4-mini:3.8b_size-25_temp-1.0_prompt-nr5.csv
@@ -0,0 +1,32 @@
+Step, Magnetization, M**2, M**4
+0, -0.02400000, 0.00057600, 0.00000033
+1, 0.10080000, 0.01016064, 0.00010324
+2, 0.19680000, 0.03873024, 0.00150003
+3, 0.22880000, 0.05234944, 0.00274046
+4, 0.27360000, 0.07485696, 0.00560356
+5, 0.28640000, 0.08202496, 0.00672809
+6, 0.32480000, 0.10549504, 0.01112920
+7, 0.30240000, 0.09144576, 0.00836233
+8, 0.30560000, 0.09339136, 0.00872195
+9, 0.27680000, 0.07661824, 0.00587035
+10, 0.15200000, 0.02310400, 0.00053379
+11, 0.16800000, 0.02822400, 0.00079659
+12, 0.23520000, 0.05531904, 0.00306020
+13, 0.17440000, 0.03041536, 0.00092509
+14, 0.25440000, 0.06471936, 0.00418860
+15, 0.28320000, 0.08020224, 0.00643240
+16, 0.30240000, 0.09144576, 0.00836233
+17, 0.36320000, 0.13191424, 0.01740137
+18, 0.33440000, 0.11182336, 0.01250446
+19, 0.41760000, 0.17438976, 0.03041179
+20, 0.30880000, 0.09535744, 0.00909304
+21, 0.37280000, 0.13897984, 0.01931540
+22, 0.28640000, 0.08202496, 0.00672809
+23, 0.20000000, 0.04000000, 0.00160000
+24, 0.19360000, 0.03748096, 0.00140482
+25, 0.19040000, 0.03625216, 0.00131422
+26, 0.18720000, 0.03504384, 0.00122807
+27, 0.19360000, 0.03748096, 0.00140482
+28, 0.26400000, 0.06969600, 0.00485753
+29, 0.25440000, 0.06471936, 0.00418860
+30, 0.31200000, 0.09734400, 0.00947585
diff --git a/isingllm_magnetization__seed-51_model-phi4-mini:3.8b_size-30_temp-0.5_prompt-nr5.csv b/isingllm_magnetization__seed-51_model-phi4-mini:3.8b_size-30_temp-0.5_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..088ef463a6f527dec2bbfde0fbd59df50b3fdfac
--- /dev/null
+++ b/isingllm_magnetization__seed-51_model-phi4-mini:3.8b_size-30_temp-0.5_prompt-nr5.csv
@@ -0,0 +1,32 @@
+Step, Magnetization, M**2, M**4
+0, -0.04222222, 0.00178272, 0.00000318
+1, 0.24888889, 0.06194568, 0.00383727
+2, 0.42888889, 0.18394568, 0.03383601
+3, 0.53555556, 0.28681975, 0.08226557
+4, 0.62444444, 0.38993086, 0.15204608
+5, 0.64222222, 0.41244938, 0.17011449
+6, 0.70444444, 0.49624198, 0.24625610
+7, 0.69777778, 0.48689383, 0.23706560
+8, 0.70444444, 0.49624198, 0.24625610
+9, 0.70000000, 0.49000000, 0.24010000
+10, 0.69333333, 0.48071111, 0.23108317
+11, 0.72444444, 0.52481975, 0.27543577
+12, 0.74444444, 0.55419753, 0.30713490
+13, 0.70888889, 0.50252346, 0.25252982
+14, 0.72222222, 0.52160494, 0.27207171
+15, 0.72222222, 0.52160494, 0.27207171
+16, 0.70666667, 0.49937778, 0.24937816
+17, 0.76000000, 0.57760000, 0.33362176
+18, 0.77555556, 0.60148642, 0.36178591
+19, 0.76444444, 0.58437531, 0.34149450
+20, 0.72666667, 0.52804444, 0.27883094
+21, 0.73777778, 0.54431605, 0.29627996
+22, 0.73555556, 0.54104198, 0.29272642
+23, 0.69555556, 0.48379753, 0.23406005
+24, 0.71111111, 0.50567901, 0.25571126
+25, 0.69555556, 0.48379753, 0.23406005
+26, 0.73777778, 0.54431605, 0.29627996
+27, 0.69333333, 0.48071111, 0.23108317
+28, 0.68888889, 0.47456790, 0.22521469
+29, 0.72000000, 0.51840000, 0.26873856
+30, 0.73555556, 0.54104198, 0.29272642
diff --git a/isingllm_magnetization__seed-51_model-phi4-mini:3.8b_size-30_temp-0.65_prompt-nr5.csv b/isingllm_magnetization__seed-51_model-phi4-mini:3.8b_size-30_temp-0.65_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3ee3aa293e703c6dc97270d5fe8e95c0921f55b5
--- /dev/null
+++ b/isingllm_magnetization__seed-51_model-phi4-mini:3.8b_size-30_temp-0.65_prompt-nr5.csv
@@ -0,0 +1,32 @@
+Step, Magnetization, M**2, M**4
+0, -0.04222222, 0.00178272, 0.00000318
+1, 0.17777778, 0.03160494, 0.00099887
+2, 0.30444444, 0.09268642, 0.00859077
+3, 0.40222222, 0.16178272, 0.02617365
+4, 0.42888889, 0.18394568, 0.03383601
+5, 0.50444444, 0.25446420, 0.06475203
+6, 0.50444444, 0.25446420, 0.06475203
+7, 0.52222222, 0.27271605, 0.07437404
+8, 0.54000000, 0.29160000, 0.08503056
+9, 0.57333333, 0.32871111, 0.10805099
+10, 0.54666667, 0.29884444, 0.08930800
+11, 0.54444444, 0.29641975, 0.08786467
+12, 0.48666667, 0.23684444, 0.05609529
+13, 0.46444444, 0.21570864, 0.04653022
+14, 0.46888889, 0.21985679, 0.04833701
+15, 0.50888889, 0.25896790, 0.06706437
+16, 0.52888889, 0.27972346, 0.07824521
+17, 0.52000000, 0.27040000, 0.07311616
+18, 0.48222222, 0.23253827, 0.05407405
+19, 0.54000000, 0.29160000, 0.08503056
+20, 0.48444444, 0.23468642, 0.05507772
+21, 0.45333333, 0.20551111, 0.04223482
+22, 0.51333333, 0.26351111, 0.06943811
+23, 0.51555556, 0.26579753, 0.07064833
+24, 0.56666667, 0.32111111, 0.10311235
+25, 0.51777778, 0.26809383, 0.07187430
+26, 0.51555556, 0.26579753, 0.07064833
+27, 0.48888889, 0.23901235, 0.05712690
+28, 0.53333333, 0.28444444, 0.08090864
+29, 0.50000000, 0.25000000, 0.06250000
+30, 0.48888889, 0.23901235, 0.05712690
diff --git a/isingllm_magnetization__seed-51_model-phi4-mini:3.8b_size-30_temp-0.75_prompt-nr5.csv b/isingllm_magnetization__seed-51_model-phi4-mini:3.8b_size-30_temp-0.75_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8d10581a7145c370d383655fa7a53ff1e071d5f1
--- /dev/null
+++ b/isingllm_magnetization__seed-51_model-phi4-mini:3.8b_size-30_temp-0.75_prompt-nr5.csv
@@ -0,0 +1,32 @@
+Step, Magnetization, M**2, M**4
+0, -0.04222222, 0.00178272, 0.00000318
+1, 0.18000000, 0.03240000, 0.00104976
+2, 0.27555556, 0.07593086, 0.00576550
+3, 0.30666667, 0.09404444, 0.00884436
+4, 0.38666667, 0.14951111, 0.02235357
+5, 0.44000000, 0.19360000, 0.03748096
+6, 0.46888889, 0.21985679, 0.04833701
+7, 0.46444444, 0.21570864, 0.04653022
+8, 0.46000000, 0.21160000, 0.04477456
+9, 0.44888889, 0.20150123, 0.04060275
+10, 0.39555556, 0.15646420, 0.02448105
+11, 0.33555556, 0.11259753, 0.01267820
+12, 0.36000000, 0.12960000, 0.01679616
+13, 0.40000000, 0.16000000, 0.02560000
+14, 0.39333333, 0.15471111, 0.02393553
+15, 0.41777778, 0.17453827, 0.03046361
+16, 0.40000000, 0.16000000, 0.02560000
+17, 0.45333333, 0.20551111, 0.04223482
+18, 0.43555556, 0.18970864, 0.03598937
+19, 0.44444444, 0.19753086, 0.03901844
+20, 0.44000000, 0.19360000, 0.03748096
+21, 0.45555556, 0.20753086, 0.04306906
+22, 0.39777778, 0.15822716, 0.02503583
+23, 0.45111111, 0.20350123, 0.04141275
+24, 0.43111111, 0.18585679, 0.03454275
+25, 0.45111111, 0.20350123, 0.04141275
+26, 0.45333333, 0.20551111, 0.04223482
+27, 0.39777778, 0.15822716, 0.02503583
+28, 0.38888889, 0.15123457, 0.02287189
+29, 0.38000000, 0.14440000, 0.02085136
+30, 0.37555556, 0.14104198, 0.01989284
diff --git a/isingllm_magnetization__seed-51_model-phi4-mini:3.8b_size-30_temp-0.7_prompt-nr5.csv b/isingllm_magnetization__seed-51_model-phi4-mini:3.8b_size-30_temp-0.7_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2036493cb3bb8981044f86f5cb5cf2a0d66c9875
--- /dev/null
+++ b/isingllm_magnetization__seed-51_model-phi4-mini:3.8b_size-30_temp-0.7_prompt-nr5.csv
@@ -0,0 +1,32 @@
+Step, Magnetization, M**2, M**4
+0, -0.04222222, 0.00178272, 0.00000318
+1, 0.20444444, 0.04179753, 0.00174703
+2, 0.33111111, 0.10963457, 0.01201974
+3, 0.36666667, 0.13444444, 0.01807531
+4, 0.41111111, 0.16901235, 0.02856517
+5, 0.45777778, 0.20956049, 0.04391560
+6, 0.42888889, 0.18394568, 0.03383601
+7, 0.43111111, 0.18585679, 0.03454275
+8, 0.38888889, 0.15123457, 0.02287189
+9, 0.43111111, 0.18585679, 0.03454275
+10, 0.42888889, 0.18394568, 0.03383601
+11, 0.46444444, 0.21570864, 0.04653022
+12, 0.50000000, 0.25000000, 0.06250000
+13, 0.45111111, 0.20350123, 0.04141275
+14, 0.46444444, 0.21570864, 0.04653022
+15, 0.49111111, 0.24119012, 0.05817268
+16, 0.47111111, 0.22194568, 0.04925988
+17, 0.45333333, 0.20551111, 0.04223482
+18, 0.42444444, 0.18015309, 0.03245513
+19, 0.44888889, 0.20150123, 0.04060275
+20, 0.52888889, 0.27972346, 0.07824521
+21, 0.52222222, 0.27271605, 0.07437404
+22, 0.45555556, 0.20753086, 0.04306906
+23, 0.45333333, 0.20551111, 0.04223482
+24, 0.48000000, 0.23040000, 0.05308416
+25, 0.48000000, 0.23040000, 0.05308416
+26, 0.49111111, 0.24119012, 0.05817268
+27, 0.41111111, 0.16901235, 0.02856517
+28, 0.45555556, 0.20753086, 0.04306906
+29, 0.49777778, 0.24778272, 0.06139627
+30, 0.46222222, 0.21364938, 0.04564606
diff --git a/isingllm_magnetization__seed-51_model-phi4-mini:3.8b_size-30_temp-0.85_prompt-nr5.csv b/isingllm_magnetization__seed-51_model-phi4-mini:3.8b_size-30_temp-0.85_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ad89d8dae3cb776afe6aa83234637018ec3b831e
--- /dev/null
+++ b/isingllm_magnetization__seed-51_model-phi4-mini:3.8b_size-30_temp-0.85_prompt-nr5.csv
@@ -0,0 +1,32 @@
+Step, Magnetization, M**2, M**4
+0, -0.04222222, 0.00178272, 0.00000318
+1, 0.18222222, 0.03320494, 0.00110257
+2, 0.30444444, 0.09268642, 0.00859077
+3, 0.34444444, 0.11864198, 0.01407592
+4, 0.34222222, 0.11711605, 0.01371617
+5, 0.32222222, 0.10382716, 0.01078008
+6, 0.29555556, 0.08735309, 0.00763056
+7, 0.35777778, 0.12800494, 0.01638526
+8, 0.38666667, 0.14951111, 0.02235357
+9, 0.40666667, 0.16537778, 0.02734981
+10, 0.34888889, 0.12172346, 0.01481660
+11, 0.34444444, 0.11864198, 0.01407592
+12, 0.34000000, 0.11560000, 0.01336336
+13, 0.33333333, 0.11111111, 0.01234568
+14, 0.33333333, 0.11111111, 0.01234568
+15, 0.34222222, 0.11711605, 0.01371617
+16, 0.34444444, 0.11864198, 0.01407592
+17, 0.34000000, 0.11560000, 0.01336336
+18, 0.35555556, 0.12641975, 0.01598195
+19, 0.27333333, 0.07471111, 0.00558175
+20, 0.31111111, 0.09679012, 0.00936833
+21, 0.33555556, 0.11259753, 0.01267820
+22, 0.28444444, 0.08090864, 0.00654621
+23, 0.34444444, 0.11864198, 0.01407592
+24, 0.33777778, 0.11409383, 0.01301740
+25, 0.38888889, 0.15123457, 0.02287189
+26, 0.40222222, 0.16178272, 0.02617365
+27, 0.37111111, 0.13772346, 0.01896775
+28, 0.37111111, 0.13772346, 0.01896775
+29, 0.37555556, 0.14104198, 0.01989284
+30, 0.37555556, 0.14104198, 0.01989284
diff --git a/isingllm_magnetization__seed-51_model-phi4-mini:3.8b_size-30_temp-1.0_prompt-nr5.csv b/isingllm_magnetization__seed-51_model-phi4-mini:3.8b_size-30_temp-1.0_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9177045364dad1fe6bf33cd35b368d919b36a504
--- /dev/null
+++ b/isingllm_magnetization__seed-51_model-phi4-mini:3.8b_size-30_temp-1.0_prompt-nr5.csv
@@ -0,0 +1,32 @@
+Step, Magnetization, M**2, M**4
+0, -0.04222222, 0.00178272, 0.00000318
+1, 0.09777778, 0.00956049, 0.00009140
+2, 0.21555556, 0.04646420, 0.00215892
+3, 0.27111111, 0.07350123, 0.00540243
+4, 0.27777778, 0.07716049, 0.00595374
+5, 0.29555556, 0.08735309, 0.00763056
+6, 0.24444444, 0.05975309, 0.00357043
+7, 0.21111111, 0.04456790, 0.00198630
+8, 0.26666667, 0.07111111, 0.00505679
+9, 0.28444444, 0.08090864, 0.00654621
+10, 0.32888889, 0.10816790, 0.01170029
+11, 0.30222222, 0.09133827, 0.00834268
+12, 0.30000000, 0.09000000, 0.00810000
+13, 0.30000000, 0.09000000, 0.00810000
+14, 0.29777778, 0.08867160, 0.00786265
+15, 0.30888889, 0.09541235, 0.00910352
+16, 0.30444444, 0.09268642, 0.00859077
+17, 0.31777778, 0.10098272, 0.01019751
+18, 0.27777778, 0.07716049, 0.00595374
+19, 0.32888889, 0.10816790, 0.01170029
+20, 0.28000000, 0.07840000, 0.00614656
+21, 0.28222222, 0.07964938, 0.00634402
+22, 0.27777778, 0.07716049, 0.00595374
+23, 0.38000000, 0.14440000, 0.02085136
+24, 0.32000000, 0.10240000, 0.01048576
+25, 0.29555556, 0.08735309, 0.00763056
+26, 0.31777778, 0.10098272, 0.01019751
+27, 0.30666667, 0.09404444, 0.00884436
+28, 0.28666667, 0.08217778, 0.00675319
+29, 0.32444444, 0.10526420, 0.01108055
+30, 0.33333333, 0.11111111, 0.01234568
diff --git a/isingllm_magnetization__seed-52_model-phi4-mini:3.8b_size-15_temp-0.5_prompt-nr5.csv b/isingllm_magnetization__seed-52_model-phi4-mini:3.8b_size-15_temp-0.5_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..10a130c5599957f00d29f9d2c7b3d33ae495c4b3
--- /dev/null
+++ b/isingllm_magnetization__seed-52_model-phi4-mini:3.8b_size-15_temp-0.5_prompt-nr5.csv
@@ -0,0 +1,32 @@
+Step, Magnetization, M**2, M**4
+0, 0.06666667, 0.00444444, 0.00001975
+1, 0.38666667, 0.14951111, 0.02235357
+2, 0.36888889, 0.13607901, 0.01851750
+3, 0.57333333, 0.32871111, 0.10805099
+4, 0.45777778, 0.20956049, 0.04391560
+5, 0.52000000, 0.27040000, 0.07311616
+6, 0.62666667, 0.39271111, 0.15422202
+7, 0.59111111, 0.34941235, 0.12208899
+8, 0.58222222, 0.33898272, 0.11490928
+9, 0.57333333, 0.32871111, 0.10805099
+10, 0.60888889, 0.37074568, 0.13745236
+11, 0.69777778, 0.48689383, 0.23706560
+12, 0.68000000, 0.46240000, 0.21381376
+13, 0.73333333, 0.53777778, 0.28920494
+14, 0.56444444, 0.31859753, 0.10150439
+15, 0.69777778, 0.48689383, 0.23706560
+16, 0.70666667, 0.49937778, 0.24937816
+17, 0.72444444, 0.52481975, 0.27543577
+18, 0.76888889, 0.59119012, 0.34950576
+19, 0.80444444, 0.64713086, 0.41877836
+20, 0.77777778, 0.60493827, 0.36595031
+21, 0.84888889, 0.72061235, 0.51928215
+22, 0.79555556, 0.63290864, 0.40057335
+23, 0.77777778, 0.60493827, 0.36595031
+24, 0.68888889, 0.47456790, 0.22521469
+25, 0.68000000, 0.46240000, 0.21381376
+26, 0.79555556, 0.63290864, 0.40057335
+27, 0.74222222, 0.55089383, 0.30348401
+28, 0.71555556, 0.51201975, 0.26216423
+29, 0.77777778, 0.60493827, 0.36595031
+30, 0.74222222, 0.55089383, 0.30348401
diff --git a/isingllm_magnetization__seed-52_model-phi4-mini:3.8b_size-15_temp-0.65_prompt-nr5.csv b/isingllm_magnetization__seed-52_model-phi4-mini:3.8b_size-15_temp-0.65_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8bf6a877940fdab03997a4bbed409c130b7046ad
--- /dev/null
+++ b/isingllm_magnetization__seed-52_model-phi4-mini:3.8b_size-15_temp-0.65_prompt-nr5.csv
@@ -0,0 +1,32 @@
+Step, Magnetization, M**2, M**4
+0, 0.06666667, 0.00444444, 0.00001975
+1, 0.26222222, 0.06876049, 0.00472801
+2, 0.31555556, 0.09957531, 0.00991524
+3, 0.46666667, 0.21777778, 0.04742716
+4, 0.54666667, 0.29884444, 0.08930800
+5, 0.61777778, 0.38164938, 0.14565625
+6, 0.52000000, 0.27040000, 0.07311616
+7, 0.66222222, 0.43853827, 0.19231582
+8, 0.65333333, 0.42684444, 0.18219618
+9, 0.63555556, 0.40393086, 0.16316014
+10, 0.46666667, 0.21777778, 0.04742716
+11, 0.54666667, 0.29884444, 0.08930800
+12, 0.48444444, 0.23468642, 0.05507772
+13, 0.45777778, 0.20956049, 0.04391560
+14, 0.49333333, 0.24337778, 0.05923274
+15, 0.55555556, 0.30864198, 0.09525987
+16, 0.61777778, 0.38164938, 0.14565625
+17, 0.53777778, 0.28920494, 0.08363950
+18, 0.57333333, 0.32871111, 0.10805099
+19, 0.55555556, 0.30864198, 0.09525987
+20, 0.54666667, 0.29884444, 0.08930800
+21, 0.53777778, 0.28920494, 0.08363950
+22, 0.38666667, 0.14951111, 0.02235357
+23, 0.45777778, 0.20956049, 0.04391560
+24, 0.47555556, 0.22615309, 0.05114522
+25, 0.45777778, 0.20956049, 0.04391560
+26, 0.48444444, 0.23468642, 0.05507772
+27, 0.48444444, 0.23468642, 0.05507772
+28, 0.61777778, 0.38164938, 0.14565625
+29, 0.61777778, 0.38164938, 0.14565625
+30, 0.62666667, 0.39271111, 0.15422202
diff --git a/isingllm_magnetization__seed-52_model-phi4-mini:3.8b_size-15_temp-0.75_prompt-nr5.csv b/isingllm_magnetization__seed-52_model-phi4-mini:3.8b_size-15_temp-0.75_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6f29c66efe9a3b27f962d8450c109f61641c6464
--- /dev/null
+++ b/isingllm_magnetization__seed-52_model-phi4-mini:3.8b_size-15_temp-0.75_prompt-nr5.csv
@@ -0,0 +1,32 @@
+Step, Magnetization, M**2, M**4
+0, 0.06666667, 0.00444444, 0.00001975
+1, 0.20888889, 0.04363457, 0.00190398
+2, 0.28000000, 0.07840000, 0.00614656
+3, 0.32444444, 0.10526420, 0.01108055
+4, 0.38666667, 0.14951111, 0.02235357
+5, 0.55555556, 0.30864198, 0.09525987
+6, 0.58222222, 0.33898272, 0.11490928
+7, 0.52000000, 0.27040000, 0.07311616
+8, 0.36000000, 0.12960000, 0.01679616
+9, 0.38666667, 0.14951111, 0.02235357
+10, 0.39555556, 0.15646420, 0.02448105
+11, 0.36888889, 0.13607901, 0.01851750
+12, 0.46666667, 0.21777778, 0.04742716
+13, 0.44888889, 0.20150123, 0.04060275
+14, 0.39555556, 0.15646420, 0.02448105
+15, 0.36888889, 0.13607901, 0.01851750
+16, 0.40444444, 0.16357531, 0.02675688
+17, 0.32444444, 0.10526420, 0.01108055
+18, 0.28888889, 0.08345679, 0.00696504
+19, 0.41333333, 0.17084444, 0.02918782
+20, 0.49333333, 0.24337778, 0.05923274
+21, 0.42222222, 0.17827160, 0.03178077
+22, 0.51111111, 0.26123457, 0.06824350
+23, 0.58222222, 0.33898272, 0.11490928
+24, 0.53777778, 0.28920494, 0.08363950
+25, 0.43111111, 0.18585679, 0.03454275
+26, 0.44888889, 0.20150123, 0.04060275
+27, 0.50222222, 0.25222716, 0.06361854
+28, 0.52000000, 0.27040000, 0.07311616
+29, 0.47555556, 0.22615309, 0.05114522
+30, 0.44888889, 0.20150123, 0.04060275
diff --git a/isingllm_magnetization__seed-52_model-phi4-mini:3.8b_size-15_temp-0.7_prompt-nr5.csv b/isingllm_magnetization__seed-52_model-phi4-mini:3.8b_size-15_temp-0.7_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0a37ce1a26807807a125f75fc76b1b6eb322b54c
--- /dev/null
+++ b/isingllm_magnetization__seed-52_model-phi4-mini:3.8b_size-15_temp-0.7_prompt-nr5.csv
@@ -0,0 +1,32 @@
+Step, Magnetization, M**2, M**4
+0, 0.06666667, 0.00444444, 0.00001975
+1, 0.31555556, 0.09957531, 0.00991524
+2, 0.19111111, 0.03652346, 0.00133396
+3, 0.28888889, 0.08345679, 0.00696504
+4, 0.32444444, 0.10526420, 0.01108055
+5, 0.38666667, 0.14951111, 0.02235357
+6, 0.43111111, 0.18585679, 0.03454275
+7, 0.54666667, 0.29884444, 0.08930800
+8, 0.55555556, 0.30864198, 0.09525987
+9, 0.58222222, 0.33898272, 0.11490928
+10, 0.51111111, 0.26123457, 0.06824350
+11, 0.53777778, 0.28920494, 0.08363950
+12, 0.58222222, 0.33898272, 0.11490928
+13, 0.49333333, 0.24337778, 0.05923274
+14, 0.52888889, 0.27972346, 0.07824521
+15, 0.44888889, 0.20150123, 0.04060275
+16, 0.46666667, 0.21777778, 0.04742716
+17, 0.53777778, 0.28920494, 0.08363950
+18, 0.47555556, 0.22615309, 0.05114522
+19, 0.42222222, 0.17827160, 0.03178077
+20, 0.38666667, 0.14951111, 0.02235357
+21, 0.46666667, 0.21777778, 0.04742716
+22, 0.38666667, 0.14951111, 0.02235357
+23, 0.47555556, 0.22615309, 0.05114522
+24, 0.58222222, 0.33898272, 0.11490928
+25, 0.50222222, 0.25222716, 0.06361854
+26, 0.41333333, 0.17084444, 0.02918782
+27, 0.48444444, 0.23468642, 0.05507772
+28, 0.47555556, 0.22615309, 0.05114522
+29, 0.52888889, 0.27972346, 0.07824521
+30, 0.43111111, 0.18585679, 0.03454275
diff --git a/isingllm_magnetization__seed-52_model-phi4-mini:3.8b_size-15_temp-0.85_prompt-nr5.csv b/isingllm_magnetization__seed-52_model-phi4-mini:3.8b_size-15_temp-0.85_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..26a90b352d1257febbff6d84fef31bb4c755fb86
--- /dev/null
+++ b/isingllm_magnetization__seed-52_model-phi4-mini:3.8b_size-15_temp-0.85_prompt-nr5.csv
@@ -0,0 +1,32 @@
+Step, Magnetization, M**2, M**4
+0, 0.06666667, 0.00444444, 0.00001975
+1, 0.17333333, 0.03004444, 0.00090267
+2, 0.15555556, 0.02419753, 0.00058552
+3, 0.30666667, 0.09404444, 0.00884436
+4, 0.22666667, 0.05137778, 0.00263968
+5, 0.29777778, 0.08867160, 0.00786265
+6, 0.42222222, 0.17827160, 0.03178077
+7, 0.52888889, 0.27972346, 0.07824521
+8, 0.50222222, 0.25222716, 0.06361854
+9, 0.37777778, 0.14271605, 0.02036787
+10, 0.37777778, 0.14271605, 0.02036787
+11, 0.44888889, 0.20150123, 0.04060275
+12, 0.43111111, 0.18585679, 0.03454275
+13, 0.43111111, 0.18585679, 0.03454275
+14, 0.44000000, 0.19360000, 0.03748096
+15, 0.43111111, 0.18585679, 0.03454275
+16, 0.43111111, 0.18585679, 0.03454275
+17, 0.33333333, 0.11111111, 0.01234568
+18, 0.40444444, 0.16357531, 0.02675688
+19, 0.35111111, 0.12327901, 0.01519771
+20, 0.30666667, 0.09404444, 0.00884436
+21, 0.34222222, 0.11711605, 0.01371617
+22, 0.39555556, 0.15646420, 0.02448105
+23, 0.42222222, 0.17827160, 0.03178077
+24, 0.40444444, 0.16357531, 0.02675688
+25, 0.38666667, 0.14951111, 0.02235357
+26, 0.46666667, 0.21777778, 0.04742716
+27, 0.56444444, 0.31859753, 0.10150439
+28, 0.51111111, 0.26123457, 0.06824350
+29, 0.35111111, 0.12327901, 0.01519771
+30, 0.37777778, 0.14271605, 0.02036787
diff --git a/isingllm_magnetization__seed-52_model-phi4-mini:3.8b_size-15_temp-1.0_prompt-nr5.csv b/isingllm_magnetization__seed-52_model-phi4-mini:3.8b_size-15_temp-1.0_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2d5954522c7549852a3a075515a5029128ce9dba
--- /dev/null
+++ b/isingllm_magnetization__seed-52_model-phi4-mini:3.8b_size-15_temp-1.0_prompt-nr5.csv
@@ -0,0 +1,32 @@
+Step, Magnetization, M**2, M**4
+0, 0.06666667, 0.00444444, 0.00001975
+1, 0.16444444, 0.02704198, 0.00073127
+2, 0.16444444, 0.02704198, 0.00073127
+3, 0.26222222, 0.06876049, 0.00472801
+4, 0.26222222, 0.06876049, 0.00472801
+5, 0.21777778, 0.04742716, 0.00224934
+6, 0.26222222, 0.06876049, 0.00472801
+7, 0.16444444, 0.02704198, 0.00073127
+8, 0.14666667, 0.02151111, 0.00046273
+9, 0.20000000, 0.04000000, 0.00160000
+10, 0.26222222, 0.06876049, 0.00472801
+11, 0.25333333, 0.06417778, 0.00411879
+12, 0.31555556, 0.09957531, 0.00991524
+13, 0.27111111, 0.07350123, 0.00540243
+14, 0.19111111, 0.03652346, 0.00133396
+15, 0.37777778, 0.14271605, 0.02036787
+16, 0.30666667, 0.09404444, 0.00884436
+17, 0.27111111, 0.07350123, 0.00540243
+18, 0.32444444, 0.10526420, 0.01108055
+19, 0.31555556, 0.09957531, 0.00991524
+20, 0.32444444, 0.10526420, 0.01108055
+21, 0.35111111, 0.12327901, 0.01519771
+22, 0.33333333, 0.11111111, 0.01234568
+23, 0.23555556, 0.05548642, 0.00307874
+24, 0.23555556, 0.05548642, 0.00307874
+25, 0.25333333, 0.06417778, 0.00411879
+26, 0.32444444, 0.10526420, 0.01108055
+27, 0.21777778, 0.04742716, 0.00224934
+28, 0.22666667, 0.05137778, 0.00263968
+29, 0.19111111, 0.03652346, 0.00133396
+30, 0.21777778, 0.04742716, 0.00224934
diff --git a/isingllm_magnetization__seed-52_model-phi4-mini:3.8b_size-20_temp-0.5_prompt-nr5.csv b/isingllm_magnetization__seed-52_model-phi4-mini:3.8b_size-20_temp-0.5_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1e24d99e67b4dfe147d77f0737de1df3f3277d4d
--- /dev/null
+++ b/isingllm_magnetization__seed-52_model-phi4-mini:3.8b_size-20_temp-0.5_prompt-nr5.csv
@@ -0,0 +1,32 @@
+Step, Magnetization, M**2, M**4
+0, 0.04500000, 0.00202500, 0.00000410
+1, 0.38000000, 0.14440000, 0.02085136
+2, 0.53500000, 0.28622500, 0.08192475
+3, 0.64000000, 0.40960000, 0.16777216
+4, 0.71500000, 0.51122500, 0.26135100
+5, 0.69000000, 0.47610000, 0.22667121
+6, 0.67500000, 0.45562500, 0.20759414
+7, 0.73500000, 0.54022500, 0.29184305
+8, 0.72000000, 0.51840000, 0.26873856
+9, 0.75000000, 0.56250000, 0.31640625
+10, 0.69500000, 0.48302500, 0.23331315
+11, 0.68500000, 0.46922500, 0.22017210
+12, 0.60000000, 0.36000000, 0.12960000
+13, 0.69500000, 0.48302500, 0.23331315
+14, 0.71500000, 0.51122500, 0.26135100
+15, 0.80000000, 0.64000000, 0.40960000
+16, 0.74500000, 0.55502500, 0.30805275
+17, 0.70000000, 0.49000000, 0.24010000
+18, 0.76500000, 0.58522500, 0.34248830
+19, 0.71500000, 0.51122500, 0.26135100
+20, 0.77000000, 0.59290000, 0.35153041
+21, 0.74000000, 0.54760000, 0.29986576
+22, 0.65500000, 0.42902500, 0.18406245
+23, 0.71000000, 0.50410000, 0.25411681
+24, 0.81000000, 0.65610000, 0.43046721
+25, 0.78000000, 0.60840000, 0.37015056
+26, 0.81500000, 0.66422500, 0.44119485
+27, 0.74000000, 0.54760000, 0.29986576
+28, 0.76000000, 0.57760000, 0.33362176
+29, 0.76500000, 0.58522500, 0.34248830
+30, 0.78000000, 0.60840000, 0.37015056
diff --git a/isingllm_magnetization__seed-52_model-phi4-mini:3.8b_size-20_temp-0.65_prompt-nr5.csv b/isingllm_magnetization__seed-52_model-phi4-mini:3.8b_size-20_temp-0.65_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c85f39050473631af62b5e1fa95d90273efebc0b
--- /dev/null
+++ b/isingllm_magnetization__seed-52_model-phi4-mini:3.8b_size-20_temp-0.65_prompt-nr5.csv
@@ -0,0 +1,32 @@
+Step, Magnetization, M**2, M**4
+0, 0.04500000, 0.00202500, 0.00000410
+1, 0.30500000, 0.09302500, 0.00865365
+2, 0.49500000, 0.24502500, 0.06003725
+3, 0.48000000, 0.23040000, 0.05308416
+4, 0.47500000, 0.22562500, 0.05090664
+5, 0.53000000, 0.28090000, 0.07890481
+6, 0.59000000, 0.34810000, 0.12117361
+7, 0.52000000, 0.27040000, 0.07311616
+8, 0.42000000, 0.17640000, 0.03111696
+9, 0.44500000, 0.19802500, 0.03921390
+10, 0.40500000, 0.16402500, 0.02690420
+11, 0.45500000, 0.20702500, 0.04285935
+12, 0.45500000, 0.20702500, 0.04285935
+13, 0.46000000, 0.21160000, 0.04477456
+14, 0.50500000, 0.25502500, 0.06503775
+15, 0.53000000, 0.28090000, 0.07890481
+16, 0.51500000, 0.26522500, 0.07034430
+17, 0.53500000, 0.28622500, 0.08192475
+18, 0.64000000, 0.40960000, 0.16777216
+19, 0.54000000, 0.29160000, 0.08503056
+20, 0.53500000, 0.28622500, 0.08192475
+21, 0.50500000, 0.25502500, 0.06503775
+22, 0.54000000, 0.29160000, 0.08503056
+23, 0.54000000, 0.29160000, 0.08503056
+24, 0.49500000, 0.24502500, 0.06003725
+25, 0.45500000, 0.20702500, 0.04285935
+26, 0.44000000, 0.19360000, 0.03748096
+27, 0.48000000, 0.23040000, 0.05308416
+28, 0.58500000, 0.34222500, 0.11711795
+29, 0.63000000, 0.39690000, 0.15752961
+30, 0.57000000, 0.32490000, 0.10556001
diff --git a/isingllm_magnetization__seed-52_model-phi4-mini:3.8b_size-20_temp-0.75_prompt-nr5.csv b/isingllm_magnetization__seed-52_model-phi4-mini:3.8b_size-20_temp-0.75_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5c12d7155f3423b2328eeb6f26c553dbfe0bd2eb
--- /dev/null
+++ b/isingllm_magnetization__seed-52_model-phi4-mini:3.8b_size-20_temp-0.75_prompt-nr5.csv
@@ -0,0 +1,32 @@
+Step, Magnetization, M**2, M**4
+0, 0.04500000, 0.00202500, 0.00000410
+1, 0.18500000, 0.03422500, 0.00117135
+2, 0.34500000, 0.11902500, 0.01416695
+3, 0.38500000, 0.14822500, 0.02197065
+4, 0.51500000, 0.26522500, 0.07034430
+5, 0.50500000, 0.25502500, 0.06503775
+6, 0.48500000, 0.23522500, 0.05533080
+7, 0.48500000, 0.23522500, 0.05533080
+8, 0.46500000, 0.21622500, 0.04675325
+9, 0.48500000, 0.23522500, 0.05533080
+10, 0.50000000, 0.25000000, 0.06250000
+11, 0.49500000, 0.24502500, 0.06003725
+12, 0.44500000, 0.19802500, 0.03921390
+13, 0.44500000, 0.19802500, 0.03921390
+14, 0.48000000, 0.23040000, 0.05308416
+15, 0.41500000, 0.17222500, 0.02966145
+16, 0.47000000, 0.22090000, 0.04879681
+17, 0.43500000, 0.18922500, 0.03580610
+18, 0.44500000, 0.19802500, 0.03921390
+19, 0.47500000, 0.22562500, 0.05090664
+20, 0.42000000, 0.17640000, 0.03111696
+21, 0.46500000, 0.21622500, 0.04675325
+22, 0.41500000, 0.17222500, 0.02966145
+23, 0.38500000, 0.14822500, 0.02197065
+24, 0.43000000, 0.18490000, 0.03418801
+25, 0.40000000, 0.16000000, 0.02560000
+26, 0.46000000, 0.21160000, 0.04477456
+27, 0.42000000, 0.17640000, 0.03111696
+28, 0.42000000, 0.17640000, 0.03111696
+29, 0.57500000, 0.33062500, 0.10931289
+30, 0.58500000, 0.34222500, 0.11711795
diff --git a/isingllm_magnetization__seed-52_model-phi4-mini:3.8b_size-20_temp-0.7_prompt-nr5.csv b/isingllm_magnetization__seed-52_model-phi4-mini:3.8b_size-20_temp-0.7_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..aa8cd3eb504424caef15969ef47b094eb7aa8d52
--- /dev/null
+++ b/isingllm_magnetization__seed-52_model-phi4-mini:3.8b_size-20_temp-0.7_prompt-nr5.csv
@@ -0,0 +1,32 @@
+Step, Magnetization, M**2, M**4
+0, 0.04500000, 0.00202500, 0.00000410
+1, 0.20000000, 0.04000000, 0.00160000
+2, 0.41500000, 0.17222500, 0.02966145
+3, 0.43500000, 0.18922500, 0.03580610
+4, 0.51000000, 0.26010000, 0.06765201
+5, 0.50500000, 0.25502500, 0.06503775
+6, 0.47500000, 0.22562500, 0.05090664
+7, 0.48500000, 0.23522500, 0.05533080
+8, 0.47000000, 0.22090000, 0.04879681
+9, 0.44000000, 0.19360000, 0.03748096
+10, 0.39500000, 0.15602500, 0.02434380
+11, 0.40500000, 0.16402500, 0.02690420
+12, 0.45500000, 0.20702500, 0.04285935
+13, 0.45000000, 0.20250000, 0.04100625
+14, 0.46000000, 0.21160000, 0.04477456
+15, 0.47500000, 0.22562500, 0.05090664
+16, 0.46500000, 0.21622500, 0.04675325
+17, 0.42500000, 0.18062500, 0.03262539
+18, 0.42500000, 0.18062500, 0.03262539
+19, 0.41000000, 0.16810000, 0.02825761
+20, 0.46000000, 0.21160000, 0.04477456
+21, 0.43000000, 0.18490000, 0.03418801
+22, 0.45000000, 0.20250000, 0.04100625
+23, 0.45500000, 0.20702500, 0.04285935
+24, 0.46500000, 0.21622500, 0.04675325
+25, 0.40000000, 0.16000000, 0.02560000
+26, 0.43500000, 0.18922500, 0.03580610
+27, 0.46000000, 0.21160000, 0.04477456
+28, 0.43500000, 0.18922500, 0.03580610
+29, 0.47500000, 0.22562500, 0.05090664
+30, 0.52500000, 0.27562500, 0.07596914
diff --git a/isingllm_magnetization__seed-52_model-phi4-mini:3.8b_size-20_temp-0.85_prompt-nr5.csv b/isingllm_magnetization__seed-52_model-phi4-mini:3.8b_size-20_temp-0.85_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8ab0a2ca23b9a839e9fee0d94f0384cbe47b3c56
--- /dev/null
+++ b/isingllm_magnetization__seed-52_model-phi4-mini:3.8b_size-20_temp-0.85_prompt-nr5.csv
@@ -0,0 +1,32 @@
+Step, Magnetization, M**2, M**4
+0, 0.04500000, 0.00202500, 0.00000410
+1, 0.25000000, 0.06250000, 0.00390625
+2, 0.31000000, 0.09610000, 0.00923521
+3, 0.33000000, 0.10890000, 0.01185921
+4, 0.43000000, 0.18490000, 0.03418801
+5, 0.47500000, 0.22562500, 0.05090664
+6, 0.43500000, 0.18922500, 0.03580610
+7, 0.47000000, 0.22090000, 0.04879681
+8, 0.37000000, 0.13690000, 0.01874161
+9, 0.37000000, 0.13690000, 0.01874161
+10, 0.35000000, 0.12250000, 0.01500625
+11, 0.35000000, 0.12250000, 0.01500625
+12, 0.35000000, 0.12250000, 0.01500625
+13, 0.33500000, 0.11222500, 0.01259445
+14, 0.40500000, 0.16402500, 0.02690420
+15, 0.27500000, 0.07562500, 0.00571914
+16, 0.28500000, 0.08122500, 0.00659750
+17, 0.29000000, 0.08410000, 0.00707281
+18, 0.34500000, 0.11902500, 0.01416695
+19, 0.37500000, 0.14062500, 0.01977539
+20, 0.44000000, 0.19360000, 0.03748096
+21, 0.31000000, 0.09610000, 0.00923521
+22, 0.40500000, 0.16402500, 0.02690420
+23, 0.35000000, 0.12250000, 0.01500625
+24, 0.25500000, 0.06502500, 0.00422825
+25, 0.30000000, 0.09000000, 0.00810000
+26, 0.35500000, 0.12602500, 0.01588230
+27, 0.28000000, 0.07840000, 0.00614656
+28, 0.28500000, 0.08122500, 0.00659750
+29, 0.42500000, 0.18062500, 0.03262539
+30, 0.37500000, 0.14062500, 0.01977539
diff --git a/isingllm_magnetization__seed-52_model-phi4-mini:3.8b_size-20_temp-1.0_prompt-nr5.csv b/isingllm_magnetization__seed-52_model-phi4-mini:3.8b_size-20_temp-1.0_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..99aee8c69ab32fd919eea7aa4651064cbc76c44e
--- /dev/null
+++ b/isingllm_magnetization__seed-52_model-phi4-mini:3.8b_size-20_temp-1.0_prompt-nr5.csv
@@ -0,0 +1,32 @@
+Step, Magnetization, M**2, M**4
+0, 0.04500000, 0.00202500, 0.00000410
+1, 0.15000000, 0.02250000, 0.00050625
+2, 0.25000000, 0.06250000, 0.00390625
+3, 0.24500000, 0.06002500, 0.00360300
+4, 0.23500000, 0.05522500, 0.00304980
+5, 0.25000000, 0.06250000, 0.00390625
+6, 0.28000000, 0.07840000, 0.00614656
+7, 0.29500000, 0.08702500, 0.00757335
+8, 0.37000000, 0.13690000, 0.01874161
+9, 0.38000000, 0.14440000, 0.02085136
+10, 0.36000000, 0.12960000, 0.01679616
+11, 0.21000000, 0.04410000, 0.00194481
+12, 0.23000000, 0.05290000, 0.00279841
+13, 0.25500000, 0.06502500, 0.00422825
+14, 0.36000000, 0.12960000, 0.01679616
+15, 0.35500000, 0.12602500, 0.01588230
+16, 0.33000000, 0.10890000, 0.01185921
+17, 0.21000000, 0.04410000, 0.00194481
+18, 0.20500000, 0.04202500, 0.00176610
+19, 0.23000000, 0.05290000, 0.00279841
+20, 0.29500000, 0.08702500, 0.00757335
+21, 0.23500000, 0.05522500, 0.00304980
+22, 0.24500000, 0.06002500, 0.00360300
+23, 0.26500000, 0.07022500, 0.00493155
+24, 0.32000000, 0.10240000, 0.01048576
+25, 0.34500000, 0.11902500, 0.01416695
+26, 0.39000000, 0.15210000, 0.02313441
+27, 0.43000000, 0.18490000, 0.03418801
+28, 0.26000000, 0.06760000, 0.00456976
+29, 0.35000000, 0.12250000, 0.01500625
+30, 0.28000000, 0.07840000, 0.00614656
diff --git a/isingllm_magnetization__seed-52_model-phi4-mini:3.8b_size-25_temp-0.5_prompt-nr5.csv b/isingllm_magnetization__seed-52_model-phi4-mini:3.8b_size-25_temp-0.5_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..60850db46db4f1581047ca217a8bff3962f08b96
--- /dev/null
+++ b/isingllm_magnetization__seed-52_model-phi4-mini:3.8b_size-25_temp-0.5_prompt-nr5.csv
@@ -0,0 +1,32 @@
+Step, Magnetization, M**2, M**4
+0, 0.03040000, 0.00092416, 0.00000085
+1, 0.20000000, 0.04000000, 0.00160000
+2, 0.36000000, 0.12960000, 0.01679616
+3, 0.49760000, 0.24760576, 0.06130861
+4, 0.63200000, 0.39942400, 0.15953953
+5, 0.67040000, 0.44943616, 0.20199286
+6, 0.76640000, 0.58736896, 0.34500230
+7, 0.70880000, 0.50239744, 0.25240319
+8, 0.72160000, 0.52070656, 0.27113532
+9, 0.68640000, 0.47114496, 0.22197757
+10, 0.69280000, 0.47997184, 0.23037297
+11, 0.72800000, 0.52998400, 0.28088304
+12, 0.77280000, 0.59721984, 0.35667154
+13, 0.77280000, 0.59721984, 0.35667154
+14, 0.73120000, 0.53465344, 0.28585430
+15, 0.73120000, 0.53465344, 0.28585430
+16, 0.71520000, 0.51151104, 0.26164354
+17, 0.71840000, 0.51609856, 0.26635772
+18, 0.71840000, 0.51609856, 0.26635772
+19, 0.74400000, 0.55353600, 0.30640210
+20, 0.72160000, 0.52070656, 0.27113532
+21, 0.75040000, 0.56310016, 0.31708179
+22, 0.70560000, 0.49787136, 0.24787589
+23, 0.70560000, 0.49787136, 0.24787589
+24, 0.67680000, 0.45805824, 0.20981735
+25, 0.67680000, 0.45805824, 0.20981735
+26, 0.63520000, 0.40347904, 0.16279534
+27, 0.62240000, 0.38738176, 0.15006463
+28, 0.64480000, 0.41576704, 0.17286223
+29, 0.68640000, 0.47114496, 0.22197757
+30, 0.72480000, 0.52533504, 0.27597690
diff --git a/isingllm_magnetization__seed-52_model-phi4-mini:3.8b_size-25_temp-0.65_prompt-nr5.csv b/isingllm_magnetization__seed-52_model-phi4-mini:3.8b_size-25_temp-0.65_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3a5e235901822ff10b70137c1de16b869c0c3a2d
--- /dev/null
+++ b/isingllm_magnetization__seed-52_model-phi4-mini:3.8b_size-25_temp-0.65_prompt-nr5.csv
@@ -0,0 +1,32 @@
+Step, Magnetization, M**2, M**4
+0, 0.03040000, 0.00092416, 0.00000085
+1, 0.19040000, 0.03625216, 0.00131422
+2, 0.40160000, 0.16128256, 0.02601206
+3, 0.50080000, 0.25080064, 0.06290096
+4, 0.43360000, 0.18800896, 0.03534737
+5, 0.44640000, 0.19927296, 0.03970971
+6, 0.54560000, 0.29767936, 0.08861300
+7, 0.59360000, 0.35236096, 0.12415825
+8, 0.57760000, 0.33362176, 0.11130348
+9, 0.49120000, 0.24127744, 0.05821480
+10, 0.51680000, 0.26708224, 0.07133292
+11, 0.44960000, 0.20214016, 0.04086064
+12, 0.47200000, 0.22278400, 0.04963271
+13, 0.53600000, 0.28729600, 0.08253899
+14, 0.56800000, 0.32262400, 0.10408625
+15, 0.58080000, 0.33732864, 0.11379061
+16, 0.55200000, 0.30470400, 0.09284453
+17, 0.58080000, 0.33732864, 0.11379061
+18, 0.63520000, 0.40347904, 0.16279534
+19, 0.62880000, 0.39538944, 0.15633281
+20, 0.56480000, 0.31899904, 0.10176039
+21, 0.51040000, 0.26050816, 0.06786450
+22, 0.55200000, 0.30470400, 0.09284453
+23, 0.52320000, 0.27373824, 0.07493262
+24, 0.44960000, 0.20214016, 0.04086064
+25, 0.46240000, 0.21381376, 0.04571632
+26, 0.48480000, 0.23503104, 0.05523959
+27, 0.51040000, 0.26050816, 0.06786450
+28, 0.53600000, 0.28729600, 0.08253899
+29, 0.55200000, 0.30470400, 0.09284453
+30, 0.52320000, 0.27373824, 0.07493262
diff --git a/isingllm_magnetization__seed-52_model-phi4-mini:3.8b_size-25_temp-0.75_prompt-nr5.csv b/isingllm_magnetization__seed-52_model-phi4-mini:3.8b_size-25_temp-0.75_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d54d2bbdc7f2b13bd179da93679a1a5c601033d6
--- /dev/null
+++ b/isingllm_magnetization__seed-52_model-phi4-mini:3.8b_size-25_temp-0.75_prompt-nr5.csv
@@ -0,0 +1,32 @@
+Step, Magnetization, M**2, M**4
+0, 0.03040000, 0.00092416, 0.00000085
+1, 0.13280000, 0.01763584, 0.00031102
+2, 0.31520000, 0.09935104, 0.00987063
+3, 0.40160000, 0.16128256, 0.02601206
+4, 0.41120000, 0.16908544, 0.02858989
+5, 0.43040000, 0.18524416, 0.03431540
+6, 0.46880000, 0.21977344, 0.04830036
+7, 0.50720000, 0.25725184, 0.06617851
+8, 0.46560000, 0.21678336, 0.04699503
+9, 0.48800000, 0.23814400, 0.05671256
+10, 0.45600000, 0.20793600, 0.04323738
+11, 0.40160000, 0.16128256, 0.02601206
+12, 0.44960000, 0.20214016, 0.04086064
+13, 0.46880000, 0.21977344, 0.04830036
+14, 0.49120000, 0.24127744, 0.05821480
+15, 0.51680000, 0.26708224, 0.07133292
+16, 0.50720000, 0.25725184, 0.06617851
+17, 0.45920000, 0.21086464, 0.04446390
+18, 0.39840000, 0.15872256, 0.02519285
+19, 0.48480000, 0.23503104, 0.05523959
+20, 0.47840000, 0.22886656, 0.05237990
+21, 0.41440000, 0.17172736, 0.02949029
+22, 0.47200000, 0.22278400, 0.04963271
+23, 0.49760000, 0.24760576, 0.06130861
+24, 0.45920000, 0.21086464, 0.04446390
+25, 0.36000000, 0.12960000, 0.01679616
+26, 0.41120000, 0.16908544, 0.02858989
+27, 0.39840000, 0.15872256, 0.02519285
+28, 0.43680000, 0.19079424, 0.03640244
+29, 0.41440000, 0.17172736, 0.02949029
+30, 0.41120000, 0.16908544, 0.02858989
diff --git a/isingllm_magnetization__seed-52_model-phi4-mini:3.8b_size-25_temp-0.7_prompt-nr5.csv b/isingllm_magnetization__seed-52_model-phi4-mini:3.8b_size-25_temp-0.7_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2460b7b6b9dbcd1a35903d60b36d6da4882b4999
--- /dev/null
+++ b/isingllm_magnetization__seed-52_model-phi4-mini:3.8b_size-25_temp-0.7_prompt-nr5.csv
@@ -0,0 +1,32 @@
+Step, Magnetization, M**2, M**4
+0, 0.03040000, 0.00092416, 0.00000085
+1, 0.19360000, 0.03748096, 0.00140482
+2, 0.32160000, 0.10342656, 0.01069705
+3, 0.42080000, 0.17707264, 0.03135472
+4, 0.41760000, 0.17438976, 0.03041179
+5, 0.38880000, 0.15116544, 0.02285099
+6, 0.46560000, 0.21678336, 0.04699503
+7, 0.52320000, 0.27373824, 0.07493262
+8, 0.46880000, 0.21977344, 0.04830036
+9, 0.43360000, 0.18800896, 0.03534737
+10, 0.46560000, 0.21678336, 0.04699503
+11, 0.50720000, 0.25725184, 0.06617851
+12, 0.52000000, 0.27040000, 0.07311616
+13, 0.52640000, 0.27709696, 0.07678273
+14, 0.48160000, 0.23193856, 0.05379550
+15, 0.45600000, 0.20793600, 0.04323738
+16, 0.45600000, 0.20793600, 0.04323738
+17, 0.43040000, 0.18524416, 0.03431540
+18, 0.49760000, 0.24760576, 0.06130861
+19, 0.46880000, 0.21977344, 0.04830036
+20, 0.44320000, 0.19642624, 0.03858327
+21, 0.47840000, 0.22886656, 0.05237990
+22, 0.56800000, 0.32262400, 0.10408625
+23, 0.59360000, 0.35236096, 0.12415825
+24, 0.53600000, 0.28729600, 0.08253899
+25, 0.51040000, 0.26050816, 0.06786450
+26, 0.50080000, 0.25080064, 0.06290096
+27, 0.53920000, 0.29073664, 0.08452779
+28, 0.47840000, 0.22886656, 0.05237990
+29, 0.49440000, 0.24443136, 0.05974669
+30, 0.49120000, 0.24127744, 0.05821480
diff --git a/isingllm_magnetization__seed-52_model-phi4-mini:3.8b_size-25_temp-0.85_prompt-nr5.csv b/isingllm_magnetization__seed-52_model-phi4-mini:3.8b_size-25_temp-0.85_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1f83ec8e61ccb9a22ee0cd4104c6880cd5dfe493
--- /dev/null
+++ b/isingllm_magnetization__seed-52_model-phi4-mini:3.8b_size-25_temp-0.85_prompt-nr5.csv
@@ -0,0 +1,32 @@
+Step, Magnetization, M**2, M**4
+0, 0.03040000, 0.00092416, 0.00000085
+1, 0.20000000, 0.04000000, 0.00160000
+2, 0.23840000, 0.05683456, 0.00323017
+3, 0.26400000, 0.06969600, 0.00485753
+4, 0.34720000, 0.12054784, 0.01453178
+5, 0.34080000, 0.11614464, 0.01348958
+6, 0.43680000, 0.19079424, 0.03640244
+7, 0.39520000, 0.15618304, 0.02439314
+8, 0.40160000, 0.16128256, 0.02601206
+9, 0.39200000, 0.15366400, 0.02361262
+10, 0.36320000, 0.13191424, 0.01740137
+11, 0.36000000, 0.12960000, 0.01679616
+12, 0.36320000, 0.13191424, 0.01740137
+13, 0.35680000, 0.12730624, 0.01620688
+14, 0.40160000, 0.16128256, 0.02601206
+15, 0.42080000, 0.17707264, 0.03135472
+16, 0.37280000, 0.13897984, 0.01931540
+17, 0.35360000, 0.12503296, 0.01563324
+18, 0.36640000, 0.13424896, 0.01802278
+19, 0.33120000, 0.10969344, 0.01203265
+20, 0.41120000, 0.16908544, 0.02858989
+21, 0.41120000, 0.16908544, 0.02858989
+22, 0.40480000, 0.16386304, 0.02685110
+23, 0.29600000, 0.08761600, 0.00767656
+24, 0.28320000, 0.08020224, 0.00643240
+25, 0.31200000, 0.09734400, 0.00947585
+26, 0.38560000, 0.14868736, 0.02210793
+27, 0.36960000, 0.13660416, 0.01866070
+28, 0.34400000, 0.11833600, 0.01400341
+29, 0.31840000, 0.10137856, 0.01027761
+30, 0.41120000, 0.16908544, 0.02858989
diff --git a/isingllm_magnetization__seed-52_model-phi4-mini:3.8b_size-25_temp-1.0_prompt-nr5.csv b/isingllm_magnetization__seed-52_model-phi4-mini:3.8b_size-25_temp-1.0_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..edca8b03884697361d9cc25c941d89ef45a21bc3
--- /dev/null
+++ b/isingllm_magnetization__seed-52_model-phi4-mini:3.8b_size-25_temp-1.0_prompt-nr5.csv
@@ -0,0 +1,32 @@
+Step, Magnetization, M**2, M**4
+0, 0.03040000, 0.00092416, 0.00000085
+1, 0.11680000, 0.01364224, 0.00018611
+2, 0.16480000, 0.02715904, 0.00073761
+3, 0.21280000, 0.04528384, 0.00205063
+4, 0.17760000, 0.03154176, 0.00099488
+5, 0.26080000, 0.06801664, 0.00462626
+6, 0.20320000, 0.04129024, 0.00170488
+7, 0.19680000, 0.03873024, 0.00150003
+8, 0.20320000, 0.04129024, 0.00170488
+9, 0.19360000, 0.03748096, 0.00140482
+10, 0.16480000, 0.02715904, 0.00073761
+11, 0.32480000, 0.10549504, 0.01112920
+12, 0.32160000, 0.10342656, 0.01069705
+13, 0.33760000, 0.11397376, 0.01299002
+14, 0.39200000, 0.15366400, 0.02361262
+15, 0.33440000, 0.11182336, 0.01250446
+16, 0.25120000, 0.06310144, 0.00398179
+17, 0.33440000, 0.11182336, 0.01250446
+18, 0.33760000, 0.11397376, 0.01299002
+19, 0.32160000, 0.10342656, 0.01069705
+20, 0.35360000, 0.12503296, 0.01563324
+21, 0.29280000, 0.08573184, 0.00734995
+22, 0.22880000, 0.05234944, 0.00274046
+23, 0.34720000, 0.12054784, 0.01453178
+24, 0.31520000, 0.09935104, 0.00987063
+25, 0.27040000, 0.07311616, 0.00534597
+26, 0.21280000, 0.04528384, 0.00205063
+27, 0.25760000, 0.06635776, 0.00440335
+28, 0.22880000, 0.05234944, 0.00274046
+29, 0.21600000, 0.04665600, 0.00217678
+30, 0.26720000, 0.07139584, 0.00509737
diff --git a/isingllm_magnetization__seed-52_model-phi4-mini:3.8b_size-30_temp-0.5_prompt-nr5.csv b/isingllm_magnetization__seed-52_model-phi4-mini:3.8b_size-30_temp-0.5_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e5e585c20d1925483fa4d3161772341a65ae079e
--- /dev/null
+++ b/isingllm_magnetization__seed-52_model-phi4-mini:3.8b_size-30_temp-0.5_prompt-nr5.csv
@@ -0,0 +1,32 @@
+Step, Magnetization, M**2, M**4
+0, 0.02666667, 0.00071111, 0.00000051
+1, 0.20888889, 0.04363457, 0.00190398
+2, 0.38888889, 0.15123457, 0.02287189
+3, 0.50000000, 0.25000000, 0.06250000
+4, 0.61333333, 0.37617778, 0.14150972
+5, 0.63111111, 0.39830123, 0.15864387
+6, 0.65333333, 0.42684444, 0.18219618
+7, 0.71777778, 0.51520494, 0.26543613
+8, 0.77777778, 0.60493827, 0.36595031
+9, 0.80444444, 0.64713086, 0.41877836
+10, 0.73333333, 0.53777778, 0.28920494
+11, 0.71333333, 0.50884444, 0.25892267
+12, 0.65777778, 0.43267160, 0.18720472
+13, 0.66444444, 0.44148642, 0.19491026
+14, 0.70666667, 0.49937778, 0.24937816
+15, 0.69111111, 0.47763457, 0.22813478
+16, 0.72222222, 0.52160494, 0.27207171
+17, 0.70666667, 0.49937778, 0.24937816
+18, 0.73333333, 0.53777778, 0.28920494
+19, 0.71777778, 0.51520494, 0.26543613
+20, 0.73555556, 0.54104198, 0.29272642
+21, 0.73777778, 0.54431605, 0.29627996
+22, 0.72888889, 0.53127901, 0.28225739
+23, 0.67777778, 0.45938272, 0.21103248
+24, 0.72222222, 0.52160494, 0.27207171
+25, 0.72666667, 0.52804444, 0.27883094
+26, 0.71333333, 0.50884444, 0.25892267
+27, 0.70444444, 0.49624198, 0.24625610
+28, 0.69555556, 0.48379753, 0.23406005
+29, 0.71333333, 0.50884444, 0.25892267
+30, 0.71777778, 0.51520494, 0.26543613
diff --git a/isingllm_magnetization__seed-52_model-phi4-mini:3.8b_size-30_temp-0.65_prompt-nr5.csv b/isingllm_magnetization__seed-52_model-phi4-mini:3.8b_size-30_temp-0.65_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..22522d028afc14edbaf59209b359d3c2fa68b4d3
--- /dev/null
+++ b/isingllm_magnetization__seed-52_model-phi4-mini:3.8b_size-30_temp-0.65_prompt-nr5.csv
@@ -0,0 +1,32 @@
+Step, Magnetization, M**2, M**4
+0, 0.02666667, 0.00071111, 0.00000051
+1, 0.18888889, 0.03567901, 0.00127299
+2, 0.36222222, 0.13120494, 0.01721474
+3, 0.43777778, 0.19164938, 0.03672949
+4, 0.45111111, 0.20350123, 0.04141275
+5, 0.49111111, 0.24119012, 0.05817268
+6, 0.44444444, 0.19753086, 0.03901844
+7, 0.44000000, 0.19360000, 0.03748096
+8, 0.49111111, 0.24119012, 0.05817268
+9, 0.52000000, 0.27040000, 0.07311616
+10, 0.52222222, 0.27271605, 0.07437404
+11, 0.50666667, 0.25671111, 0.06590059
+12, 0.49555556, 0.24557531, 0.06030723
+13, 0.47111111, 0.22194568, 0.04925988
+14, 0.47111111, 0.22194568, 0.04925988
+15, 0.49111111, 0.24119012, 0.05817268
+16, 0.52000000, 0.27040000, 0.07311616
+17, 0.52000000, 0.27040000, 0.07311616
+18, 0.52666667, 0.27737778, 0.07693843
+19, 0.58222222, 0.33898272, 0.11490928
+20, 0.55111111, 0.30372346, 0.09224794
+21, 0.49111111, 0.24119012, 0.05817268
+22, 0.51777778, 0.26809383, 0.07187430
+23, 0.48000000, 0.23040000, 0.05308416
+24, 0.51111111, 0.26123457, 0.06824350
+25, 0.48000000, 0.23040000, 0.05308416
+26, 0.46666667, 0.21777778, 0.04742716
+27, 0.47777778, 0.22827160, 0.05210793
+28, 0.52222222, 0.27271605, 0.07437404
+29, 0.51555556, 0.26579753, 0.07064833
+30, 0.54444444, 0.29641975, 0.08786467
diff --git a/isingllm_magnetization__seed-52_model-phi4-mini:3.8b_size-30_temp-0.75_prompt-nr5.csv b/isingllm_magnetization__seed-52_model-phi4-mini:3.8b_size-30_temp-0.75_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4a655196b28a0ab4d985555b5f5d814d04fb3ba8
--- /dev/null
+++ b/isingllm_magnetization__seed-52_model-phi4-mini:3.8b_size-30_temp-0.75_prompt-nr5.csv
@@ -0,0 +1,32 @@
+Step, Magnetization, M**2, M**4
+0, 0.02666667, 0.00071111, 0.00000051
+1, 0.22000000, 0.04840000, 0.00234256
+2, 0.29555556, 0.08735309, 0.00763056
+3, 0.37333333, 0.13937778, 0.01942616
+4, 0.40666667, 0.16537778, 0.02734981
+5, 0.36666667, 0.13444444, 0.01807531
+6, 0.39555556, 0.15646420, 0.02448105
+7, 0.44444444, 0.19753086, 0.03901844
+8, 0.47111111, 0.22194568, 0.04925988
+9, 0.40666667, 0.16537778, 0.02734981
+10, 0.42888889, 0.18394568, 0.03383601
+11, 0.42888889, 0.18394568, 0.03383601
+12, 0.38666667, 0.14951111, 0.02235357
+13, 0.36222222, 0.13120494, 0.01721474
+14, 0.37333333, 0.13937778, 0.01942616
+15, 0.40000000, 0.16000000, 0.02560000
+16, 0.37555556, 0.14104198, 0.01989284
+17, 0.38888889, 0.15123457, 0.02287189
+18, 0.40222222, 0.16178272, 0.02617365
+19, 0.36444444, 0.13281975, 0.01764109
+20, 0.39777778, 0.15822716, 0.02503583
+21, 0.38444444, 0.14779753, 0.02184411
+22, 0.39555556, 0.15646420, 0.02448105
+23, 0.40888889, 0.16719012, 0.02795254
+24, 0.43111111, 0.18585679, 0.03454275
+25, 0.47777778, 0.22827160, 0.05210793
+26, 0.41333333, 0.17084444, 0.02918782
+27, 0.42888889, 0.18394568, 0.03383601
+28, 0.41333333, 0.17084444, 0.02918782
+29, 0.38444444, 0.14779753, 0.02184411
+30, 0.44000000, 0.19360000, 0.03748096
diff --git a/isingllm_magnetization__seed-52_model-phi4-mini:3.8b_size-30_temp-0.7_prompt-nr5.csv b/isingllm_magnetization__seed-52_model-phi4-mini:3.8b_size-30_temp-0.7_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c838770a3764990ca9613cb7c36dd6e90d0d479f
--- /dev/null
+++ b/isingllm_magnetization__seed-52_model-phi4-mini:3.8b_size-30_temp-0.7_prompt-nr5.csv
@@ -0,0 +1,32 @@
+Step, Magnetization, M**2, M**4
+0, 0.02666667, 0.00071111, 0.00000051
+1, 0.20222222, 0.04089383, 0.00167231
+2, 0.27111111, 0.07350123, 0.00540243
+3, 0.34444444, 0.11864198, 0.01407592
+4, 0.37777778, 0.14271605, 0.02036787
+5, 0.40222222, 0.16178272, 0.02617365
+6, 0.43555556, 0.18970864, 0.03598937
+7, 0.52000000, 0.27040000, 0.07311616
+8, 0.48444444, 0.23468642, 0.05507772
+9, 0.52000000, 0.27040000, 0.07311616
+10, 0.56888889, 0.32363457, 0.10473933
+11, 0.52444444, 0.27504198, 0.07564809
+12, 0.49111111, 0.24119012, 0.05817268
+13, 0.44666667, 0.19951111, 0.03980468
+14, 0.40222222, 0.16178272, 0.02617365
+15, 0.46222222, 0.21364938, 0.04564606
+16, 0.44666667, 0.19951111, 0.03980468
+17, 0.45111111, 0.20350123, 0.04141275
+18, 0.45111111, 0.20350123, 0.04141275
+19, 0.44666667, 0.19951111, 0.03980468
+20, 0.45777778, 0.20956049, 0.04391560
+21, 0.45111111, 0.20350123, 0.04141275
+22, 0.42666667, 0.18204444, 0.03314018
+23, 0.40666667, 0.16537778, 0.02734981
+24, 0.38222222, 0.14609383, 0.02134341
+25, 0.42666667, 0.18204444, 0.03314018
+26, 0.47777778, 0.22827160, 0.05210793
+27, 0.50444444, 0.25446420, 0.06475203
+28, 0.54666667, 0.29884444, 0.08930800
+29, 0.49555556, 0.24557531, 0.06030723
+30, 0.50222222, 0.25222716, 0.06361854
diff --git a/isingllm_magnetization__seed-52_model-phi4-mini:3.8b_size-30_temp-0.85_prompt-nr5.csv b/isingllm_magnetization__seed-52_model-phi4-mini:3.8b_size-30_temp-0.85_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..15eed01cf2e5d450d44ab70dcb0fd21aae6cda43
--- /dev/null
+++ b/isingllm_magnetization__seed-52_model-phi4-mini:3.8b_size-30_temp-0.85_prompt-nr5.csv
@@ -0,0 +1,32 @@
+Step, Magnetization, M**2, M**4
+0, 0.02666667, 0.00071111, 0.00000051
+1, 0.16888889, 0.02852346, 0.00081359
+2, 0.27333333, 0.07471111, 0.00558175
+3, 0.30222222, 0.09133827, 0.00834268
+4, 0.28666667, 0.08217778, 0.00675319
+5, 0.31333333, 0.09817778, 0.00963888
+6, 0.33555556, 0.11259753, 0.01267820
+7, 0.35555556, 0.12641975, 0.01598195
+8, 0.36666667, 0.13444444, 0.01807531
+9, 0.36000000, 0.12960000, 0.01679616
+10, 0.32888889, 0.10816790, 0.01170029
+11, 0.38000000, 0.14440000, 0.02085136
+12, 0.37777778, 0.14271605, 0.02036787
+13, 0.38222222, 0.14609383, 0.02134341
+14, 0.34666667, 0.12017778, 0.01444270
+15, 0.39555556, 0.15646420, 0.02448105
+16, 0.35111111, 0.12327901, 0.01519771
+17, 0.29777778, 0.08867160, 0.00786265
+18, 0.32444444, 0.10526420, 0.01108055
+19, 0.29333333, 0.08604444, 0.00740365
+20, 0.30666667, 0.09404444, 0.00884436
+21, 0.36000000, 0.12960000, 0.01679616
+22, 0.33111111, 0.10963457, 0.01201974
+23, 0.30444444, 0.09268642, 0.00859077
+24, 0.35777778, 0.12800494, 0.01638526
+25, 0.38666667, 0.14951111, 0.02235357
+26, 0.30444444, 0.09268642, 0.00859077
+27, 0.32444444, 0.10526420, 0.01108055
+28, 0.30666667, 0.09404444, 0.00884436
+29, 0.36666667, 0.13444444, 0.01807531
+30, 0.39333333, 0.15471111, 0.02393553
diff --git a/isingllm_magnetization__seed-52_model-phi4-mini:3.8b_size-30_temp-1.0_prompt-nr5.csv b/isingllm_magnetization__seed-52_model-phi4-mini:3.8b_size-30_temp-1.0_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6cd2f62643b94e87cf6dfa7c5abaf1afa4b8ec00
--- /dev/null
+++ b/isingllm_magnetization__seed-52_model-phi4-mini:3.8b_size-30_temp-1.0_prompt-nr5.csv
@@ -0,0 +1,32 @@
+Step, Magnetization, M**2, M**4
+0, 0.02666667, 0.00071111, 0.00000051
+1, 0.15555556, 0.02419753, 0.00058552
+2, 0.26444444, 0.06993086, 0.00489033
+3, 0.29333333, 0.08604444, 0.00740365
+4, 0.28444444, 0.08090864, 0.00654621
+5, 0.28000000, 0.07840000, 0.00614656
+6, 0.28222222, 0.07964938, 0.00634402
+7, 0.32000000, 0.10240000, 0.01048576
+8, 0.30666667, 0.09404444, 0.00884436
+9, 0.27333333, 0.07471111, 0.00558175
+10, 0.25333333, 0.06417778, 0.00411879
+11, 0.22222222, 0.04938272, 0.00243865
+12, 0.23777778, 0.05653827, 0.00319658
+13, 0.24666667, 0.06084444, 0.00370205
+14, 0.27555556, 0.07593086, 0.00576550
+15, 0.27777778, 0.07716049, 0.00595374
+16, 0.32000000, 0.10240000, 0.01048576
+17, 0.31555556, 0.09957531, 0.00991524
+18, 0.32000000, 0.10240000, 0.01048576
+19, 0.30000000, 0.09000000, 0.00810000
+20, 0.26222222, 0.06876049, 0.00472801
+21, 0.30444444, 0.09268642, 0.00859077
+22, 0.28222222, 0.07964938, 0.00634402
+23, 0.27777778, 0.07716049, 0.00595374
+24, 0.34000000, 0.11560000, 0.01336336
+25, 0.32888889, 0.10816790, 0.01170029
+26, 0.33555556, 0.11259753, 0.01267820
+27, 0.32444444, 0.10526420, 0.01108055
+28, 0.26666667, 0.07111111, 0.00505679
+29, 0.31111111, 0.09679012, 0.00936833
+30, 0.26888889, 0.07230123, 0.00522747
diff --git a/isingllm_magnetization__seed-53_model-phi4-mini:3.8b_size-15_temp-0.5_prompt-nr5.csv b/isingllm_magnetization__seed-53_model-phi4-mini:3.8b_size-15_temp-0.5_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..347aeeb5364d8c3651cd25da7ebcf7460299e028
--- /dev/null
+++ b/isingllm_magnetization__seed-53_model-phi4-mini:3.8b_size-15_temp-0.5_prompt-nr5.csv
@@ -0,0 +1,32 @@
+Step, Magnetization, M**2, M**4
+0, -0.00444444, 0.00001975, 0.00000000
+1, 0.27111111, 0.07350123, 0.00540243
+2, 0.44000000, 0.19360000, 0.03748096
+3, 0.60000000, 0.36000000, 0.12960000
+4, 0.58222222, 0.33898272, 0.11490928
+5, 0.61777778, 0.38164938, 0.14565625
+6, 0.74222222, 0.55089383, 0.30348401
+7, 0.75111111, 0.56416790, 0.31828542
+8, 0.67111111, 0.45039012, 0.20285126
+9, 0.68888889, 0.47456790, 0.22521469
+10, 0.70666667, 0.49937778, 0.24937816
+11, 0.72444444, 0.52481975, 0.27543577
+12, 0.75111111, 0.56416790, 0.31828542
+13, 0.76888889, 0.59119012, 0.34950576
+14, 0.74222222, 0.55089383, 0.30348401
+15, 0.71555556, 0.51201975, 0.26216423
+16, 0.64444444, 0.41530864, 0.17248127
+17, 0.61777778, 0.38164938, 0.14565625
+18, 0.68000000, 0.46240000, 0.21381376
+19, 0.72444444, 0.52481975, 0.27543577
+20, 0.69777778, 0.48689383, 0.23706560
+21, 0.64444444, 0.41530864, 0.17248127
+22, 0.67111111, 0.45039012, 0.20285126
+23, 0.75111111, 0.56416790, 0.31828542
+24, 0.76888889, 0.59119012, 0.34950576
+25, 0.74222222, 0.55089383, 0.30348401
+26, 0.75111111, 0.56416790, 0.31828542
+27, 0.76888889, 0.59119012, 0.34950576
+28, 0.72444444, 0.52481975, 0.27543577
+29, 0.83111111, 0.69074568, 0.47712959
+30, 0.71555556, 0.51201975, 0.26216423
diff --git a/isingllm_magnetization__seed-53_model-phi4-mini:3.8b_size-15_temp-0.65_prompt-nr5.csv b/isingllm_magnetization__seed-53_model-phi4-mini:3.8b_size-15_temp-0.65_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e1859881b448da60f03608fed1c5a92921c39c83
--- /dev/null
+++ b/isingllm_magnetization__seed-53_model-phi4-mini:3.8b_size-15_temp-0.65_prompt-nr5.csv
@@ -0,0 +1,32 @@
+Step, Magnetization, M**2, M**4
+0, -0.00444444, 0.00001975, 0.00000000
+1, 0.18222222, 0.03320494, 0.00110257
+2, 0.37777778, 0.14271605, 0.02036787
+3, 0.38666667, 0.14951111, 0.02235357
+4, 0.39555556, 0.15646420, 0.02448105
+5, 0.44000000, 0.19360000, 0.03748096
+6, 0.47555556, 0.22615309, 0.05114522
+7, 0.45777778, 0.20956049, 0.04391560
+8, 0.45777778, 0.20956049, 0.04391560
+9, 0.51111111, 0.26123457, 0.06824350
+10, 0.62666667, 0.39271111, 0.15422202
+11, 0.47555556, 0.22615309, 0.05114522
+12, 0.54666667, 0.29884444, 0.08930800
+13, 0.45777778, 0.20956049, 0.04391560
+14, 0.58222222, 0.33898272, 0.11490928
+15, 0.53777778, 0.28920494, 0.08363950
+16, 0.55555556, 0.30864198, 0.09525987
+17, 0.63555556, 0.40393086, 0.16316014
+18, 0.48444444, 0.23468642, 0.05507772
+19, 0.54666667, 0.29884444, 0.08930800
+20, 0.57333333, 0.32871111, 0.10805099
+21, 0.54666667, 0.29884444, 0.08930800
+22, 0.58222222, 0.33898272, 0.11490928
+23, 0.57333333, 0.32871111, 0.10805099
+24, 0.50222222, 0.25222716, 0.06361854
+25, 0.48444444, 0.23468642, 0.05507772
+26, 0.57333333, 0.32871111, 0.10805099
+27, 0.60000000, 0.36000000, 0.12960000
+28, 0.60000000, 0.36000000, 0.12960000
+29, 0.63555556, 0.40393086, 0.16316014
+30, 0.66222222, 0.43853827, 0.19231582
diff --git a/isingllm_magnetization__seed-53_model-phi4-mini:3.8b_size-15_temp-0.75_prompt-nr5.csv b/isingllm_magnetization__seed-53_model-phi4-mini:3.8b_size-15_temp-0.75_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..200518588c9396843933f3270858c450d054e157
--- /dev/null
+++ b/isingllm_magnetization__seed-53_model-phi4-mini:3.8b_size-15_temp-0.75_prompt-nr5.csv
@@ -0,0 +1,32 @@
+Step, Magnetization, M**2, M**4
+0, -0.00444444, 0.00001975, 0.00000000
+1, 0.08444444, 0.00713086, 0.00005085
+2, 0.14666667, 0.02151111, 0.00046273
+3, 0.25333333, 0.06417778, 0.00411879
+4, 0.28888889, 0.08345679, 0.00696504
+5, 0.33333333, 0.11111111, 0.01234568
+6, 0.36000000, 0.12960000, 0.01679616
+7, 0.36000000, 0.12960000, 0.01679616
+8, 0.44000000, 0.19360000, 0.03748096
+9, 0.52888889, 0.27972346, 0.07824521
+10, 0.54666667, 0.29884444, 0.08930800
+11, 0.50222222, 0.25222716, 0.06361854
+12, 0.53777778, 0.28920494, 0.08363950
+13, 0.44888889, 0.20150123, 0.04060275
+14, 0.42222222, 0.17827160, 0.03178077
+15, 0.34222222, 0.11711605, 0.01371617
+16, 0.31555556, 0.09957531, 0.00991524
+17, 0.36000000, 0.12960000, 0.01679616
+18, 0.34222222, 0.11711605, 0.01371617
+19, 0.50222222, 0.25222716, 0.06361854
+20, 0.54666667, 0.29884444, 0.08930800
+21, 0.49333333, 0.24337778, 0.05923274
+22, 0.42222222, 0.17827160, 0.03178077
+23, 0.40444444, 0.16357531, 0.02675688
+24, 0.40444444, 0.16357531, 0.02675688
+25, 0.45777778, 0.20956049, 0.04391560
+26, 0.48444444, 0.23468642, 0.05507772
+27, 0.44888889, 0.20150123, 0.04060275
+28, 0.52888889, 0.27972346, 0.07824521
+29, 0.55555556, 0.30864198, 0.09525987
+30, 0.44000000, 0.19360000, 0.03748096
diff --git a/isingllm_magnetization__seed-53_model-phi4-mini:3.8b_size-15_temp-0.7_prompt-nr5.csv b/isingllm_magnetization__seed-53_model-phi4-mini:3.8b_size-15_temp-0.7_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..10b436235eb23baaa1ca689f7f85bf83b2ddebfb
--- /dev/null
+++ b/isingllm_magnetization__seed-53_model-phi4-mini:3.8b_size-15_temp-0.7_prompt-nr5.csv
@@ -0,0 +1,32 @@
+Step, Magnetization, M**2, M**4
+0, -0.00444444, 0.00001975, 0.00000000
+1, 0.22666667, 0.05137778, 0.00263968
+2, 0.36000000, 0.12960000, 0.01679616
+3, 0.50222222, 0.25222716, 0.06361854
+4, 0.54666667, 0.29884444, 0.08930800
+5, 0.51111111, 0.26123457, 0.06824350
+6, 0.60000000, 0.36000000, 0.12960000
+7, 0.51111111, 0.26123457, 0.06824350
+8, 0.54666667, 0.29884444, 0.08930800
+9, 0.53777778, 0.28920494, 0.08363950
+10, 0.57333333, 0.32871111, 0.10805099
+11, 0.49333333, 0.24337778, 0.05923274
+12, 0.38666667, 0.14951111, 0.02235357
+13, 0.41333333, 0.17084444, 0.02918782
+14, 0.54666667, 0.29884444, 0.08930800
+15, 0.45777778, 0.20956049, 0.04391560
+16, 0.34222222, 0.11711605, 0.01371617
+17, 0.37777778, 0.14271605, 0.02036787
+18, 0.40444444, 0.16357531, 0.02675688
+19, 0.40444444, 0.16357531, 0.02675688
+20, 0.44000000, 0.19360000, 0.03748096
+21, 0.41333333, 0.17084444, 0.02918782
+22, 0.47555556, 0.22615309, 0.05114522
+23, 0.36888889, 0.13607901, 0.01851750
+24, 0.43111111, 0.18585679, 0.03454275
+25, 0.41333333, 0.17084444, 0.02918782
+26, 0.40444444, 0.16357531, 0.02675688
+27, 0.29777778, 0.08867160, 0.00786265
+28, 0.28000000, 0.07840000, 0.00614656
+29, 0.40444444, 0.16357531, 0.02675688
+30, 0.44000000, 0.19360000, 0.03748096
diff --git a/isingllm_magnetization__seed-53_model-phi4-mini:3.8b_size-15_temp-0.85_prompt-nr5.csv b/isingllm_magnetization__seed-53_model-phi4-mini:3.8b_size-15_temp-0.85_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9f2328366106555a482cfa3317772c2047122ff9
--- /dev/null
+++ b/isingllm_magnetization__seed-53_model-phi4-mini:3.8b_size-15_temp-0.85_prompt-nr5.csv
@@ -0,0 +1,32 @@
+Step, Magnetization, M**2, M**4
+0, -0.00444444, 0.00001975, 0.00000000
+1, 0.17333333, 0.03004444, 0.00090267
+2, 0.41333333, 0.17084444, 0.02918782
+3, 0.42222222, 0.17827160, 0.03178077
+4, 0.36888889, 0.13607901, 0.01851750
+5, 0.38666667, 0.14951111, 0.02235357
+6, 0.44888889, 0.20150123, 0.04060275
+7, 0.36888889, 0.13607901, 0.01851750
+8, 0.31555556, 0.09957531, 0.00991524
+9, 0.34222222, 0.11711605, 0.01371617
+10, 0.49333333, 0.24337778, 0.05923274
+11, 0.45777778, 0.20956049, 0.04391560
+12, 0.44000000, 0.19360000, 0.03748096
+13, 0.44888889, 0.20150123, 0.04060275
+14, 0.58222222, 0.33898272, 0.11490928
+15, 0.44888889, 0.20150123, 0.04060275
+16, 0.36888889, 0.13607901, 0.01851750
+17, 0.29777778, 0.08867160, 0.00786265
+18, 0.29777778, 0.08867160, 0.00786265
+19, 0.28888889, 0.08345679, 0.00696504
+20, 0.44888889, 0.20150123, 0.04060275
+21, 0.44000000, 0.19360000, 0.03748096
+22, 0.37777778, 0.14271605, 0.02036787
+23, 0.48444444, 0.23468642, 0.05507772
+24, 0.38666667, 0.14951111, 0.02235357
+25, 0.46666667, 0.21777778, 0.04742716
+26, 0.33333333, 0.11111111, 0.01234568
+27, 0.37777778, 0.14271605, 0.02036787
+28, 0.39555556, 0.15646420, 0.02448105
+29, 0.29777778, 0.08867160, 0.00786265
+30, 0.17333333, 0.03004444, 0.00090267
diff --git a/isingllm_magnetization__seed-53_model-phi4-mini:3.8b_size-15_temp-1.0_prompt-nr5.csv b/isingllm_magnetization__seed-53_model-phi4-mini:3.8b_size-15_temp-1.0_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..be457583d153b8f84ca82b6d21ddfb0422f94357
--- /dev/null
+++ b/isingllm_magnetization__seed-53_model-phi4-mini:3.8b_size-15_temp-1.0_prompt-nr5.csv
@@ -0,0 +1,32 @@
+Step, Magnetization, M**2, M**4
+0, -0.00444444, 0.00001975, 0.00000000
+1, 0.14666667, 0.02151111, 0.00046273
+2, 0.31555556, 0.09957531, 0.00991524
+3, 0.24444444, 0.05975309, 0.00357043
+4, 0.28888889, 0.08345679, 0.00696504
+5, 0.28888889, 0.08345679, 0.00696504
+6, 0.28888889, 0.08345679, 0.00696504
+7, 0.27111111, 0.07350123, 0.00540243
+8, 0.20888889, 0.04363457, 0.00190398
+9, 0.20000000, 0.04000000, 0.00160000
+10, 0.20000000, 0.04000000, 0.00160000
+11, 0.21777778, 0.04742716, 0.00224934
+12, 0.31555556, 0.09957531, 0.00991524
+13, 0.35111111, 0.12327901, 0.01519771
+14, 0.28888889, 0.08345679, 0.00696504
+15, 0.29777778, 0.08867160, 0.00786265
+16, 0.27111111, 0.07350123, 0.00540243
+17, 0.31555556, 0.09957531, 0.00991524
+18, 0.26222222, 0.06876049, 0.00472801
+19, 0.30666667, 0.09404444, 0.00884436
+20, 0.28888889, 0.08345679, 0.00696504
+21, 0.38666667, 0.14951111, 0.02235357
+22, 0.33333333, 0.11111111, 0.01234568
+23, 0.42222222, 0.17827160, 0.03178077
+24, 0.21777778, 0.04742716, 0.00224934
+25, 0.24444444, 0.05975309, 0.00357043
+26, 0.18222222, 0.03320494, 0.00110257
+27, 0.29777778, 0.08867160, 0.00786265
+28, 0.31555556, 0.09957531, 0.00991524
+29, 0.30666667, 0.09404444, 0.00884436
+30, 0.18222222, 0.03320494, 0.00110257
diff --git a/isingllm_magnetization__seed-53_model-phi4-mini:3.8b_size-20_temp-0.5_prompt-nr5.csv b/isingllm_magnetization__seed-53_model-phi4-mini:3.8b_size-20_temp-0.5_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c465af1ecf3550b2399c399ee846b09a251251af
--- /dev/null
+++ b/isingllm_magnetization__seed-53_model-phi4-mini:3.8b_size-20_temp-0.5_prompt-nr5.csv
@@ -0,0 +1,32 @@
+Step, Magnetization, M**2, M**4
+0, -0.01000000, 0.00010000, 0.00000001
+1, 0.23000000, 0.05290000, 0.00279841
+2, 0.46000000, 0.21160000, 0.04477456
+3, 0.47000000, 0.22090000, 0.04879681
+4, 0.37000000, 0.13690000, 0.01874161
+5, 0.56500000, 0.31922500, 0.10190460
+6, 0.51500000, 0.26522500, 0.07034430
+7, 0.59000000, 0.34810000, 0.12117361
+8, 0.57500000, 0.33062500, 0.10931289
+9, 0.58500000, 0.34222500, 0.11711795
+10, 0.56000000, 0.31360000, 0.09834496
+11, 0.52500000, 0.27562500, 0.07596914
+12, 0.56500000, 0.31922500, 0.10190460
+13, 0.68500000, 0.46922500, 0.22017210
+14, 0.64500000, 0.41602500, 0.17307680
+15, 0.62000000, 0.38440000, 0.14776336
+16, 0.71500000, 0.51122500, 0.26135100
+17, 0.71500000, 0.51122500, 0.26135100
+18, 0.65000000, 0.42250000, 0.17850625
+19, 0.68500000, 0.46922500, 0.22017210
+20, 0.64500000, 0.41602500, 0.17307680
+21, 0.66500000, 0.44222500, 0.19556295
+22, 0.65500000, 0.42902500, 0.18406245
+23, 0.66000000, 0.43560000, 0.18974736
+24, 0.66500000, 0.44222500, 0.19556295
+25, 0.72000000, 0.51840000, 0.26873856
+26, 0.66000000, 0.43560000, 0.18974736
+27, 0.72500000, 0.52562500, 0.27628164
+28, 0.75500000, 0.57002500, 0.32492850
+29, 0.68500000, 0.46922500, 0.22017210
+30, 0.69500000, 0.48302500, 0.23331315
diff --git a/isingllm_magnetization__seed-53_model-phi4-mini:3.8b_size-20_temp-0.65_prompt-nr5.csv b/isingllm_magnetization__seed-53_model-phi4-mini:3.8b_size-20_temp-0.65_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9d6fede2860abd54b14f54924e41ab7f4bacfbfa
--- /dev/null
+++ b/isingllm_magnetization__seed-53_model-phi4-mini:3.8b_size-20_temp-0.65_prompt-nr5.csv
@@ -0,0 +1,32 @@
+Step, Magnetization, M**2, M**4
+0, -0.01000000, 0.00010000, 0.00000001
+1, 0.13500000, 0.01822500, 0.00033215
+2, 0.19000000, 0.03610000, 0.00130321
+3, 0.27500000, 0.07562500, 0.00571914
+4, 0.39000000, 0.15210000, 0.02313441
+5, 0.37000000, 0.13690000, 0.01874161
+6, 0.39000000, 0.15210000, 0.02313441
+7, 0.44000000, 0.19360000, 0.03748096
+8, 0.49000000, 0.24010000, 0.05764801
+9, 0.48500000, 0.23522500, 0.05533080
+10, 0.49500000, 0.24502500, 0.06003725
+11, 0.48500000, 0.23522500, 0.05533080
+12, 0.45500000, 0.20702500, 0.04285935
+13, 0.45500000, 0.20702500, 0.04285935
+14, 0.45500000, 0.20702500, 0.04285935
+15, 0.46000000, 0.21160000, 0.04477456
+16, 0.50000000, 0.25000000, 0.06250000
+17, 0.57500000, 0.33062500, 0.10931289
+18, 0.56000000, 0.31360000, 0.09834496
+19, 0.58000000, 0.33640000, 0.11316496
+20, 0.54500000, 0.29702500, 0.08822385
+21, 0.56500000, 0.31922500, 0.10190460
+22, 0.50500000, 0.25502500, 0.06503775
+23, 0.44000000, 0.19360000, 0.03748096
+24, 0.55000000, 0.30250000, 0.09150625
+25, 0.58500000, 0.34222500, 0.11711795
+26, 0.54000000, 0.29160000, 0.08503056
+27, 0.43500000, 0.18922500, 0.03580610
+28, 0.40500000, 0.16402500, 0.02690420
+29, 0.47500000, 0.22562500, 0.05090664
+30, 0.54500000, 0.29702500, 0.08822385
diff --git a/isingllm_magnetization__seed-53_model-phi4-mini:3.8b_size-20_temp-0.75_prompt-nr5.csv b/isingllm_magnetization__seed-53_model-phi4-mini:3.8b_size-20_temp-0.75_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..41a569599d63e8062a7867a54c6d5f0d1d16a7da
--- /dev/null
+++ b/isingllm_magnetization__seed-53_model-phi4-mini:3.8b_size-20_temp-0.75_prompt-nr5.csv
@@ -0,0 +1,32 @@
+Step, Magnetization, M**2, M**4
+0, -0.01000000, 0.00010000, 0.00000001
+1, 0.13500000, 0.01822500, 0.00033215
+2, 0.18000000, 0.03240000, 0.00104976
+3, 0.20500000, 0.04202500, 0.00176610
+4, 0.30000000, 0.09000000, 0.00810000
+5, 0.32500000, 0.10562500, 0.01115664
+6, 0.33500000, 0.11222500, 0.01259445
+7, 0.42500000, 0.18062500, 0.03262539
+8, 0.39000000, 0.15210000, 0.02313441
+9, 0.48500000, 0.23522500, 0.05533080
+10, 0.53500000, 0.28622500, 0.08192475
+11, 0.51500000, 0.26522500, 0.07034430
+12, 0.52000000, 0.27040000, 0.07311616
+13, 0.46000000, 0.21160000, 0.04477456
+14, 0.44500000, 0.19802500, 0.03921390
+15, 0.48500000, 0.23522500, 0.05533080
+16, 0.45500000, 0.20702500, 0.04285935
+17, 0.48500000, 0.23522500, 0.05533080
+18, 0.44000000, 0.19360000, 0.03748096
+19, 0.39000000, 0.15210000, 0.02313441
+20, 0.38500000, 0.14822500, 0.02197065
+21, 0.45000000, 0.20250000, 0.04100625
+22, 0.50000000, 0.25000000, 0.06250000
+23, 0.46500000, 0.21622500, 0.04675325
+24, 0.35000000, 0.12250000, 0.01500625
+25, 0.43500000, 0.18922500, 0.03580610
+26, 0.47000000, 0.22090000, 0.04879681
+27, 0.36000000, 0.12960000, 0.01679616
+28, 0.43000000, 0.18490000, 0.03418801
+29, 0.53500000, 0.28622500, 0.08192475
+30, 0.56500000, 0.31922500, 0.10190460
diff --git a/isingllm_magnetization__seed-53_model-phi4-mini:3.8b_size-20_temp-0.7_prompt-nr5.csv b/isingllm_magnetization__seed-53_model-phi4-mini:3.8b_size-20_temp-0.7_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..141f3249d23c55b3c8ba79b1d392b86c49685437
--- /dev/null
+++ b/isingllm_magnetization__seed-53_model-phi4-mini:3.8b_size-20_temp-0.7_prompt-nr5.csv
@@ -0,0 +1,32 @@
+Step, Magnetization, M**2, M**4
+0, -0.01000000, 0.00010000, 0.00000001
+1, 0.11500000, 0.01322500, 0.00017490
+2, 0.43000000, 0.18490000, 0.03418801
+3, 0.43000000, 0.18490000, 0.03418801
+4, 0.50000000, 0.25000000, 0.06250000
+5, 0.54500000, 0.29702500, 0.08822385
+6, 0.44000000, 0.19360000, 0.03748096
+7, 0.50000000, 0.25000000, 0.06250000
+8, 0.47000000, 0.22090000, 0.04879681
+9, 0.52500000, 0.27562500, 0.07596914
+10, 0.51500000, 0.26522500, 0.07034430
+11, 0.48000000, 0.23040000, 0.05308416
+12, 0.47500000, 0.22562500, 0.05090664
+13, 0.46000000, 0.21160000, 0.04477456
+14, 0.46000000, 0.21160000, 0.04477456
+15, 0.48500000, 0.23522500, 0.05533080
+16, 0.52000000, 0.27040000, 0.07311616
+17, 0.52000000, 0.27040000, 0.07311616
+18, 0.55500000, 0.30802500, 0.09487940
+19, 0.52500000, 0.27562500, 0.07596914
+20, 0.50500000, 0.25502500, 0.06503775
+21, 0.49000000, 0.24010000, 0.05764801
+22, 0.45000000, 0.20250000, 0.04100625
+23, 0.39500000, 0.15602500, 0.02434380
+24, 0.36500000, 0.13322500, 0.01774890
+25, 0.39500000, 0.15602500, 0.02434380
+26, 0.40500000, 0.16402500, 0.02690420
+27, 0.51000000, 0.26010000, 0.06765201
+28, 0.46500000, 0.21622500, 0.04675325
+29, 0.50000000, 0.25000000, 0.06250000
+30, 0.48500000, 0.23522500, 0.05533080
diff --git a/isingllm_magnetization__seed-53_model-phi4-mini:3.8b_size-20_temp-0.85_prompt-nr5.csv b/isingllm_magnetization__seed-53_model-phi4-mini:3.8b_size-20_temp-0.85_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..31166fab59c5d363772c3a87748a76703899cad5
--- /dev/null
+++ b/isingllm_magnetization__seed-53_model-phi4-mini:3.8b_size-20_temp-0.85_prompt-nr5.csv
@@ -0,0 +1,32 @@
+Step, Magnetization, M**2, M**4
+0, -0.01000000, 0.00010000, 0.00000001
+1, 0.17500000, 0.03062500, 0.00093789
+2, 0.24500000, 0.06002500, 0.00360300
+3, 0.24000000, 0.05760000, 0.00331776
+4, 0.26500000, 0.07022500, 0.00493155
+5, 0.31500000, 0.09922500, 0.00984560
+6, 0.24500000, 0.06002500, 0.00360300
+7, 0.37000000, 0.13690000, 0.01874161
+8, 0.32000000, 0.10240000, 0.01048576
+9, 0.35000000, 0.12250000, 0.01500625
+10, 0.34000000, 0.11560000, 0.01336336
+11, 0.23500000, 0.05522500, 0.00304980
+12, 0.28000000, 0.07840000, 0.00614656
+13, 0.27000000, 0.07290000, 0.00531441
+14, 0.39500000, 0.15602500, 0.02434380
+15, 0.47000000, 0.22090000, 0.04879681
+16, 0.48500000, 0.23522500, 0.05533080
+17, 0.38500000, 0.14822500, 0.02197065
+18, 0.41500000, 0.17222500, 0.02966145
+19, 0.38000000, 0.14440000, 0.02085136
+20, 0.40500000, 0.16402500, 0.02690420
+21, 0.39500000, 0.15602500, 0.02434380
+22, 0.40000000, 0.16000000, 0.02560000
+23, 0.30500000, 0.09302500, 0.00865365
+24, 0.30000000, 0.09000000, 0.00810000
+25, 0.25500000, 0.06502500, 0.00422825
+26, 0.28000000, 0.07840000, 0.00614656
+27, 0.33500000, 0.11222500, 0.01259445
+28, 0.32500000, 0.10562500, 0.01115664
+29, 0.35000000, 0.12250000, 0.01500625
+30, 0.27500000, 0.07562500, 0.00571914
diff --git a/isingllm_magnetization__seed-53_model-phi4-mini:3.8b_size-20_temp-1.0_prompt-nr5.csv b/isingllm_magnetization__seed-53_model-phi4-mini:3.8b_size-20_temp-1.0_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d22f9ccb8b069341f8a61a54b805cdc2d9c43512
--- /dev/null
+++ b/isingllm_magnetization__seed-53_model-phi4-mini:3.8b_size-20_temp-1.0_prompt-nr5.csv
@@ -0,0 +1,32 @@
+Step, Magnetization, M**2, M**4
+0, -0.01000000, 0.00010000, 0.00000001
+1, 0.11000000, 0.01210000, 0.00014641
+2, 0.28500000, 0.08122500, 0.00659750
+3, 0.22000000, 0.04840000, 0.00234256
+4, 0.26000000, 0.06760000, 0.00456976
+5, 0.33500000, 0.11222500, 0.01259445
+6, 0.37500000, 0.14062500, 0.01977539
+7, 0.29000000, 0.08410000, 0.00707281
+8, 0.29500000, 0.08702500, 0.00757335
+9, 0.29000000, 0.08410000, 0.00707281
+10, 0.28000000, 0.07840000, 0.00614656
+11, 0.35500000, 0.12602500, 0.01588230
+12, 0.42000000, 0.17640000, 0.03111696
+13, 0.44500000, 0.19802500, 0.03921390
+14, 0.43500000, 0.18922500, 0.03580610
+15, 0.41500000, 0.17222500, 0.02966145
+16, 0.28500000, 0.08122500, 0.00659750
+17, 0.19500000, 0.03802500, 0.00144590
+18, 0.19000000, 0.03610000, 0.00130321
+19, 0.14000000, 0.01960000, 0.00038416
+20, 0.22000000, 0.04840000, 0.00234256
+21, 0.35000000, 0.12250000, 0.01500625
+22, 0.37500000, 0.14062500, 0.01977539
+23, 0.33000000, 0.10890000, 0.01185921
+24, 0.28000000, 0.07840000, 0.00614656
+25, 0.23500000, 0.05522500, 0.00304980
+26, 0.27000000, 0.07290000, 0.00531441
+27, 0.30500000, 0.09302500, 0.00865365
+28, 0.30000000, 0.09000000, 0.00810000
+29, 0.33000000, 0.10890000, 0.01185921
+30, 0.32000000, 0.10240000, 0.01048576
diff --git a/isingllm_magnetization__seed-53_model-phi4-mini:3.8b_size-25_temp-0.5_prompt-nr5.csv b/isingllm_magnetization__seed-53_model-phi4-mini:3.8b_size-25_temp-0.5_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..34b1efde1c397680317d00622645025d884b9741
--- /dev/null
+++ b/isingllm_magnetization__seed-53_model-phi4-mini:3.8b_size-25_temp-0.5_prompt-nr5.csv
@@ -0,0 +1,32 @@
+Step, Magnetization, M**2, M**4
+0, 0.04320000, 0.00186624, 0.00000348
+1, 0.19360000, 0.03748096, 0.00140482
+2, 0.21280000, 0.04528384, 0.00205063
+3, 0.42720000, 0.18249984, 0.03330619
+4, 0.52000000, 0.27040000, 0.07311616
+5, 0.60640000, 0.36772096, 0.13521870
+6, 0.58400000, 0.34105600, 0.11631920
+7, 0.63200000, 0.39942400, 0.15953953
+8, 0.70560000, 0.49787136, 0.24787589
+9, 0.71520000, 0.51151104, 0.26164354
+10, 0.69600000, 0.48441600, 0.23465886
+11, 0.69920000, 0.48888064, 0.23900428
+12, 0.70560000, 0.49787136, 0.24787589
+13, 0.77920000, 0.60715264, 0.36863433
+14, 0.75680000, 0.57274624, 0.32803826
+15, 0.70880000, 0.50239744, 0.25240319
+16, 0.72160000, 0.52070656, 0.27113532
+17, 0.69280000, 0.47997184, 0.23037297
+18, 0.69920000, 0.48888064, 0.23900428
+19, 0.69600000, 0.48441600, 0.23465886
+20, 0.71840000, 0.51609856, 0.26635772
+21, 0.66080000, 0.43665664, 0.19066902
+22, 0.68000000, 0.46240000, 0.21381376
+23, 0.68320000, 0.46676224, 0.21786699
+24, 0.72800000, 0.52998400, 0.28088304
+25, 0.69920000, 0.48888064, 0.23900428
+26, 0.75680000, 0.57274624, 0.32803826
+27, 0.75040000, 0.56310016, 0.31708179
+28, 0.75360000, 0.56791296, 0.32252513
+29, 0.75040000, 0.56310016, 0.31708179
+30, 0.69280000, 0.47997184, 0.23037297
diff --git a/isingllm_magnetization__seed-53_model-phi4-mini:3.8b_size-25_temp-0.65_prompt-nr5.csv b/isingllm_magnetization__seed-53_model-phi4-mini:3.8b_size-25_temp-0.65_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..82bf37fd23ccac67dbaba2790d619ed7d7910acf
--- /dev/null
+++ b/isingllm_magnetization__seed-53_model-phi4-mini:3.8b_size-25_temp-0.65_prompt-nr5.csv
@@ -0,0 +1,32 @@
+Step, Magnetization, M**2, M**4
+0, 0.04320000, 0.00186624, 0.00000348
+1, 0.18720000, 0.03504384, 0.00122807
+2, 0.29600000, 0.08761600, 0.00767656
+3, 0.40800000, 0.16646400, 0.02771026
+4, 0.39840000, 0.15872256, 0.02519285
+5, 0.41440000, 0.17172736, 0.02949029
+6, 0.43360000, 0.18800896, 0.03534737
+7, 0.48160000, 0.23193856, 0.05379550
+8, 0.54560000, 0.29767936, 0.08861300
+9, 0.47520000, 0.22581504, 0.05099243
+10, 0.47840000, 0.22886656, 0.05237990
+11, 0.48160000, 0.23193856, 0.05379550
+12, 0.45280000, 0.20502784, 0.04203642
+13, 0.45600000, 0.20793600, 0.04323738
+14, 0.48160000, 0.23193856, 0.05379550
+15, 0.50400000, 0.25401600, 0.06452413
+16, 0.54240000, 0.29419776, 0.08655232
+17, 0.50080000, 0.25080064, 0.06290096
+18, 0.50080000, 0.25080064, 0.06290096
+19, 0.54240000, 0.29419776, 0.08655232
+20, 0.52320000, 0.27373824, 0.07493262
+21, 0.45920000, 0.21086464, 0.04446390
+22, 0.51680000, 0.26708224, 0.07133292
+23, 0.49120000, 0.24127744, 0.05821480
+24, 0.57440000, 0.32993536, 0.10885734
+25, 0.44320000, 0.19642624, 0.03858327
+26, 0.41440000, 0.17172736, 0.02949029
+27, 0.46240000, 0.21381376, 0.04571632
+28, 0.49760000, 0.24760576, 0.06130861
+29, 0.50720000, 0.25725184, 0.06617851
+30, 0.47840000, 0.22886656, 0.05237990
diff --git a/isingllm_magnetization__seed-53_model-phi4-mini:3.8b_size-25_temp-0.75_prompt-nr5.csv b/isingllm_magnetization__seed-53_model-phi4-mini:3.8b_size-25_temp-0.75_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5685cf94c8edee58b1d8ad204ad6ddcf98b4b507
--- /dev/null
+++ b/isingllm_magnetization__seed-53_model-phi4-mini:3.8b_size-25_temp-0.75_prompt-nr5.csv
@@ -0,0 +1,32 @@
+Step, Magnetization, M**2, M**4
+0, 0.04320000, 0.00186624, 0.00000348
+1, 0.19040000, 0.03625216, 0.00131422
+2, 0.27680000, 0.07661824, 0.00587035
+3, 0.30560000, 0.09339136, 0.00872195
+4, 0.38240000, 0.14622976, 0.02138314
+5, 0.42080000, 0.17707264, 0.03135472
+6, 0.44960000, 0.20214016, 0.04086064
+7, 0.44000000, 0.19360000, 0.03748096
+8, 0.43040000, 0.18524416, 0.03431540
+9, 0.47520000, 0.22581504, 0.05099243
+10, 0.47520000, 0.22581504, 0.05099243
+11, 0.41440000, 0.17172736, 0.02949029
+12, 0.37920000, 0.14379264, 0.02067632
+13, 0.32480000, 0.10549504, 0.01112920
+14, 0.39200000, 0.15366400, 0.02361262
+15, 0.42080000, 0.17707264, 0.03135472
+16, 0.44960000, 0.20214016, 0.04086064
+17, 0.39200000, 0.15366400, 0.02361262
+18, 0.45920000, 0.21086464, 0.04446390
+19, 0.44000000, 0.19360000, 0.03748096
+20, 0.44640000, 0.19927296, 0.03970971
+21, 0.44000000, 0.19360000, 0.03748096
+22, 0.39200000, 0.15366400, 0.02361262
+23, 0.47200000, 0.22278400, 0.04963271
+24, 0.43040000, 0.18524416, 0.03431540
+25, 0.39520000, 0.15618304, 0.02439314
+26, 0.45920000, 0.21086464, 0.04446390
+27, 0.42400000, 0.17977600, 0.03231941
+28, 0.38240000, 0.14622976, 0.02138314
+29, 0.33440000, 0.11182336, 0.01250446
+30, 0.35360000, 0.12503296, 0.01563324
diff --git a/isingllm_magnetization__seed-53_model-phi4-mini:3.8b_size-25_temp-0.7_prompt-nr5.csv b/isingllm_magnetization__seed-53_model-phi4-mini:3.8b_size-25_temp-0.7_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fa37fb3aceadc7c923a8e60a6cbacfabd00e72a0
--- /dev/null
+++ b/isingllm_magnetization__seed-53_model-phi4-mini:3.8b_size-25_temp-0.7_prompt-nr5.csv
@@ -0,0 +1,32 @@
+Step, Magnetization, M**2, M**4
+0, 0.04320000, 0.00186624, 0.00000348
+1, 0.23520000, 0.05531904, 0.00306020
+2, 0.32480000, 0.10549504, 0.01112920
+3, 0.38560000, 0.14868736, 0.02210793
+4, 0.45920000, 0.21086464, 0.04446390
+5, 0.47520000, 0.22581504, 0.05099243
+6, 0.47520000, 0.22581504, 0.05099243
+7, 0.43360000, 0.18800896, 0.03534737
+8, 0.44960000, 0.20214016, 0.04086064
+9, 0.46560000, 0.21678336, 0.04699503
+10, 0.39840000, 0.15872256, 0.02519285
+11, 0.39520000, 0.15618304, 0.02439314
+12, 0.35360000, 0.12503296, 0.01563324
+13, 0.43040000, 0.18524416, 0.03431540
+14, 0.42080000, 0.17707264, 0.03135472
+15, 0.36000000, 0.12960000, 0.01679616
+16, 0.37920000, 0.14379264, 0.02067632
+17, 0.36960000, 0.13660416, 0.01866070
+18, 0.41760000, 0.17438976, 0.03041179
+19, 0.44960000, 0.20214016, 0.04086064
+20, 0.40160000, 0.16128256, 0.02601206
+21, 0.41760000, 0.17438976, 0.03041179
+22, 0.40800000, 0.16646400, 0.02771026
+23, 0.45600000, 0.20793600, 0.04323738
+24, 0.41440000, 0.17172736, 0.02949029
+25, 0.45280000, 0.20502784, 0.04203642
+26, 0.38880000, 0.15116544, 0.02285099
+27, 0.39520000, 0.15618304, 0.02439314
+28, 0.36320000, 0.13191424, 0.01740137
+29, 0.42720000, 0.18249984, 0.03330619
+30, 0.37600000, 0.14137600, 0.01998717
diff --git a/isingllm_magnetization__seed-53_model-phi4-mini:3.8b_size-25_temp-0.85_prompt-nr5.csv b/isingllm_magnetization__seed-53_model-phi4-mini:3.8b_size-25_temp-0.85_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5db040043bb86a2657fcf07f1b17397f5e617f81
--- /dev/null
+++ b/isingllm_magnetization__seed-53_model-phi4-mini:3.8b_size-25_temp-0.85_prompt-nr5.csv
@@ -0,0 +1,32 @@
+Step, Magnetization, M**2, M**4
+0, 0.04320000, 0.00186624, 0.00000348
+1, 0.21600000, 0.04665600, 0.00217678
+2, 0.23520000, 0.05531904, 0.00306020
+3, 0.25760000, 0.06635776, 0.00440335
+4, 0.29920000, 0.08952064, 0.00801394
+5, 0.30560000, 0.09339136, 0.00872195
+6, 0.33440000, 0.11182336, 0.01250446
+7, 0.36960000, 0.13660416, 0.01866070
+8, 0.43040000, 0.18524416, 0.03431540
+9, 0.35680000, 0.12730624, 0.01620688
+10, 0.44640000, 0.19927296, 0.03970971
+11, 0.40480000, 0.16386304, 0.02685110
+12, 0.36320000, 0.13191424, 0.01740137
+13, 0.34400000, 0.11833600, 0.01400341
+14, 0.35360000, 0.12503296, 0.01563324
+15, 0.38560000, 0.14868736, 0.02210793
+16, 0.30240000, 0.09144576, 0.00836233
+17, 0.30240000, 0.09144576, 0.00836233
+18, 0.36000000, 0.12960000, 0.01679616
+19, 0.36000000, 0.12960000, 0.01679616
+20, 0.36960000, 0.13660416, 0.01866070
+21, 0.36960000, 0.13660416, 0.01866070
+22, 0.41760000, 0.17438976, 0.03041179
+23, 0.39840000, 0.15872256, 0.02519285
+24, 0.45280000, 0.20502784, 0.04203642
+25, 0.37920000, 0.14379264, 0.02067632
+26, 0.34720000, 0.12054784, 0.01453178
+27, 0.28320000, 0.08020224, 0.00643240
+28, 0.43360000, 0.18800896, 0.03534737
+29, 0.36000000, 0.12960000, 0.01679616
+30, 0.37600000, 0.14137600, 0.01998717
diff --git a/isingllm_magnetization__seed-53_model-phi4-mini:3.8b_size-25_temp-1.0_prompt-nr5.csv b/isingllm_magnetization__seed-53_model-phi4-mini:3.8b_size-25_temp-1.0_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..24db0c733e284c823043d15ae4a7d1f9f974b4b3
--- /dev/null
+++ b/isingllm_magnetization__seed-53_model-phi4-mini:3.8b_size-25_temp-1.0_prompt-nr5.csv
@@ -0,0 +1,32 @@
+Step, Magnetization, M**2, M**4
+0, 0.04320000, 0.00186624, 0.00000348
+1, 0.15840000, 0.02509056, 0.00062954
+2, 0.20960000, 0.04393216, 0.00193003
+3, 0.36320000, 0.13191424, 0.01740137
+4, 0.29600000, 0.08761600, 0.00767656
+5, 0.28000000, 0.07840000, 0.00614656
+6, 0.33120000, 0.10969344, 0.01203265
+7, 0.24800000, 0.06150400, 0.00378274
+8, 0.28000000, 0.07840000, 0.00614656
+9, 0.28320000, 0.08020224, 0.00643240
+10, 0.31200000, 0.09734400, 0.00947585
+11, 0.25120000, 0.06310144, 0.00398179
+12, 0.28640000, 0.08202496, 0.00672809
+13, 0.23200000, 0.05382400, 0.00289702
+14, 0.24800000, 0.06150400, 0.00378274
+15, 0.25760000, 0.06635776, 0.00440335
+16, 0.27040000, 0.07311616, 0.00534597
+17, 0.22560000, 0.05089536, 0.00259034
+18, 0.27360000, 0.07485696, 0.00560356
+19, 0.30240000, 0.09144576, 0.00836233
+20, 0.27360000, 0.07485696, 0.00560356
+21, 0.27680000, 0.07661824, 0.00587035
+22, 0.30880000, 0.09535744, 0.00909304
+23, 0.30240000, 0.09144576, 0.00836233
+24, 0.28640000, 0.08202496, 0.00672809
+25, 0.34720000, 0.12054784, 0.01453178
+26, 0.33440000, 0.11182336, 0.01250446
+27, 0.22560000, 0.05089536, 0.00259034
+28, 0.26720000, 0.07139584, 0.00509737
+29, 0.30560000, 0.09339136, 0.00872195
+30, 0.31200000, 0.09734400, 0.00947585
diff --git a/isingllm_magnetization__seed-53_model-phi4-mini:3.8b_size-30_temp-0.5_prompt-nr5.csv b/isingllm_magnetization__seed-53_model-phi4-mini:3.8b_size-30_temp-0.5_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..362fa96bbad7757cd72418e430ef8f39605e3eaf
--- /dev/null
+++ b/isingllm_magnetization__seed-53_model-phi4-mini:3.8b_size-30_temp-0.5_prompt-nr5.csv
@@ -0,0 +1,32 @@
+Step, Magnetization, M**2, M**4
+0, 0.03333333, 0.00111111, 0.00000123
+1, 0.29111111, 0.08474568, 0.00718183
+2, 0.39555556, 0.15646420, 0.02448105
+3, 0.49777778, 0.24778272, 0.06139627
+4, 0.61111111, 0.37345679, 0.13946997
+5, 0.63333333, 0.40111111, 0.16089012
+6, 0.64000000, 0.40960000, 0.16777216
+7, 0.66666667, 0.44444444, 0.19753086
+8, 0.72000000, 0.51840000, 0.26873856
+9, 0.75777778, 0.57422716, 0.32973683
+10, 0.78666667, 0.61884444, 0.38296845
+11, 0.76444444, 0.58437531, 0.34149450
+12, 0.73555556, 0.54104198, 0.29272642
+13, 0.75333333, 0.56751111, 0.32206886
+14, 0.70444444, 0.49624198, 0.24625610
+15, 0.72666667, 0.52804444, 0.27883094
+16, 0.76666667, 0.58777778, 0.34548272
+17, 0.74000000, 0.54760000, 0.29986576
+18, 0.72222222, 0.52160494, 0.27207171
+19, 0.74000000, 0.54760000, 0.29986576
+20, 0.78000000, 0.60840000, 0.37015056
+21, 0.72444444, 0.52481975, 0.27543577
+22, 0.76444444, 0.58437531, 0.34149450
+23, 0.73777778, 0.54431605, 0.29627996
+24, 0.71333333, 0.50884444, 0.25892267
+25, 0.73333333, 0.53777778, 0.28920494
+26, 0.71555556, 0.51201975, 0.26216423
+27, 0.69333333, 0.48071111, 0.23108317
+28, 0.66666667, 0.44444444, 0.19753086
+29, 0.66222222, 0.43853827, 0.19231582
+30, 0.62000000, 0.38440000, 0.14776336
diff --git a/isingllm_magnetization__seed-53_model-phi4-mini:3.8b_size-30_temp-0.65_prompt-nr5.csv b/isingllm_magnetization__seed-53_model-phi4-mini:3.8b_size-30_temp-0.65_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..87b526e1ff4f1d36458ad224f9fd140227ebe193
--- /dev/null
+++ b/isingllm_magnetization__seed-53_model-phi4-mini:3.8b_size-30_temp-0.65_prompt-nr5.csv
@@ -0,0 +1,32 @@
+Step, Magnetization, M**2, M**4
+0, 0.03333333, 0.00111111, 0.00000123
+1, 0.25333333, 0.06417778, 0.00411879
+2, 0.37111111, 0.13772346, 0.01896775
+3, 0.44222222, 0.19556049, 0.03824391
+4, 0.37777778, 0.14271605, 0.02036787
+5, 0.42888889, 0.18394568, 0.03383601
+6, 0.46444444, 0.21570864, 0.04653022
+7, 0.48888889, 0.23901235, 0.05712690
+8, 0.46666667, 0.21777778, 0.04742716
+9, 0.43333333, 0.18777778, 0.03526049
+10, 0.47111111, 0.22194568, 0.04925988
+11, 0.45555556, 0.20753086, 0.04306906
+12, 0.45555556, 0.20753086, 0.04306906
+13, 0.47555556, 0.22615309, 0.05114522
+14, 0.45777778, 0.20956049, 0.04391560
+15, 0.44000000, 0.19360000, 0.03748096
+16, 0.51777778, 0.26809383, 0.07187430
+17, 0.53777778, 0.28920494, 0.08363950
+18, 0.54000000, 0.29160000, 0.08503056
+19, 0.50444444, 0.25446420, 0.06475203
+20, 0.53333333, 0.28444444, 0.08090864
+21, 0.54222222, 0.29400494, 0.08643890
+22, 0.55555556, 0.30864198, 0.09525987
+23, 0.48444444, 0.23468642, 0.05507772
+24, 0.57333333, 0.32871111, 0.10805099
+25, 0.51555556, 0.26579753, 0.07064833
+26, 0.51777778, 0.26809383, 0.07187430
+27, 0.53777778, 0.28920494, 0.08363950
+28, 0.48222222, 0.23253827, 0.05407405
+29, 0.49555556, 0.24557531, 0.06030723
+30, 0.48000000, 0.23040000, 0.05308416
diff --git a/isingllm_magnetization__seed-53_model-phi4-mini:3.8b_size-30_temp-0.75_prompt-nr5.csv b/isingllm_magnetization__seed-53_model-phi4-mini:3.8b_size-30_temp-0.75_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e075e060e97c5dae1feab54e9e652d2cbfa16292
--- /dev/null
+++ b/isingllm_magnetization__seed-53_model-phi4-mini:3.8b_size-30_temp-0.75_prompt-nr5.csv
@@ -0,0 +1,32 @@
+Step, Magnetization, M**2, M**4
+0, 0.03333333, 0.00111111, 0.00000123
+1, 0.24666667, 0.06084444, 0.00370205
+2, 0.32000000, 0.10240000, 0.01048576
+3, 0.33777778, 0.11409383, 0.01301740
+4, 0.33333333, 0.11111111, 0.01234568
+5, 0.36444444, 0.13281975, 0.01764109
+6, 0.44000000, 0.19360000, 0.03748096
+7, 0.40222222, 0.16178272, 0.02617365
+8, 0.45111111, 0.20350123, 0.04141275
+9, 0.42222222, 0.17827160, 0.03178077
+10, 0.43555556, 0.18970864, 0.03598937
+11, 0.43111111, 0.18585679, 0.03454275
+12, 0.43111111, 0.18585679, 0.03454275
+13, 0.42444444, 0.18015309, 0.03245513
+14, 0.37111111, 0.13772346, 0.01896775
+15, 0.40222222, 0.16178272, 0.02617365
+16, 0.45111111, 0.20350123, 0.04141275
+17, 0.36666667, 0.13444444, 0.01807531
+18, 0.41111111, 0.16901235, 0.02856517
+19, 0.40000000, 0.16000000, 0.02560000
+20, 0.44666667, 0.19951111, 0.03980468
+21, 0.43555556, 0.18970864, 0.03598937
+22, 0.46888889, 0.21985679, 0.04833701
+23, 0.45555556, 0.20753086, 0.04306906
+24, 0.41333333, 0.17084444, 0.02918782
+25, 0.41555556, 0.17268642, 0.02982060
+26, 0.43777778, 0.19164938, 0.03672949
+27, 0.41111111, 0.16901235, 0.02856517
+28, 0.39555556, 0.15646420, 0.02448105
+29, 0.43777778, 0.19164938, 0.03672949
+30, 0.36666667, 0.13444444, 0.01807531
diff --git a/isingllm_magnetization__seed-53_model-phi4-mini:3.8b_size-30_temp-0.7_prompt-nr5.csv b/isingllm_magnetization__seed-53_model-phi4-mini:3.8b_size-30_temp-0.7_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1b9f94bcf5aabbd6c5b8dc94baa2a7e1ceeeab3a
--- /dev/null
+++ b/isingllm_magnetization__seed-53_model-phi4-mini:3.8b_size-30_temp-0.7_prompt-nr5.csv
@@ -0,0 +1,32 @@
+Step, Magnetization, M**2, M**4
+0, 0.03333333, 0.00111111, 0.00000123
+1, 0.22222222, 0.04938272, 0.00243865
+2, 0.31333333, 0.09817778, 0.00963888
+3, 0.38444444, 0.14779753, 0.02184411
+4, 0.40888889, 0.16719012, 0.02795254
+5, 0.45555556, 0.20753086, 0.04306906
+6, 0.45111111, 0.20350123, 0.04141275
+7, 0.43333333, 0.18777778, 0.03526049
+8, 0.41333333, 0.17084444, 0.02918782
+9, 0.42000000, 0.17640000, 0.03111696
+10, 0.40888889, 0.16719012, 0.02795254
+11, 0.48222222, 0.23253827, 0.05407405
+12, 0.44666667, 0.19951111, 0.03980468
+13, 0.46666667, 0.21777778, 0.04742716
+14, 0.49111111, 0.24119012, 0.05817268
+15, 0.48666667, 0.23684444, 0.05609529
+16, 0.49555556, 0.24557531, 0.06030723
+17, 0.44666667, 0.19951111, 0.03980468
+18, 0.45333333, 0.20551111, 0.04223482
+19, 0.41777778, 0.17453827, 0.03046361
+20, 0.46222222, 0.21364938, 0.04564606
+21, 0.44444444, 0.19753086, 0.03901844
+22, 0.47111111, 0.22194568, 0.04925988
+23, 0.46000000, 0.21160000, 0.04477456
+24, 0.44444444, 0.19753086, 0.03901844
+25, 0.43555556, 0.18970864, 0.03598937
+26, 0.42444444, 0.18015309, 0.03245513
+27, 0.41111111, 0.16901235, 0.02856517
+28, 0.39777778, 0.15822716, 0.02503583
+29, 0.42444444, 0.18015309, 0.03245513
+30, 0.49111111, 0.24119012, 0.05817268
diff --git a/isingllm_magnetization__seed-53_model-phi4-mini:3.8b_size-30_temp-0.85_prompt-nr5.csv b/isingllm_magnetization__seed-53_model-phi4-mini:3.8b_size-30_temp-0.85_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..611f0e706cfeaf975e537dd2916c9319c736b358
--- /dev/null
+++ b/isingllm_magnetization__seed-53_model-phi4-mini:3.8b_size-30_temp-0.85_prompt-nr5.csv
@@ -0,0 +1,32 @@
+Step, Magnetization, M**2, M**4
+0, 0.03333333, 0.00111111, 0.00000123
+1, 0.17777778, 0.03160494, 0.00099887
+2, 0.24444444, 0.05975309, 0.00357043
+3, 0.29555556, 0.08735309, 0.00763056
+4, 0.32000000, 0.10240000, 0.01048576
+5, 0.34888889, 0.12172346, 0.01481660
+6, 0.37555556, 0.14104198, 0.01989284
+7, 0.36000000, 0.12960000, 0.01679616
+8, 0.34000000, 0.11560000, 0.01336336
+9, 0.37555556, 0.14104198, 0.01989284
+10, 0.37333333, 0.13937778, 0.01942616
+11, 0.36666667, 0.13444444, 0.01807531
+12, 0.41555556, 0.17268642, 0.02982060
+13, 0.39111111, 0.15296790, 0.02339918
+14, 0.33333333, 0.11111111, 0.01234568
+15, 0.36000000, 0.12960000, 0.01679616
+16, 0.42222222, 0.17827160, 0.03178077
+17, 0.40666667, 0.16537778, 0.02734981
+18, 0.39333333, 0.15471111, 0.02393553
+19, 0.41555556, 0.17268642, 0.02982060
+20, 0.35555556, 0.12641975, 0.01598195
+21, 0.36888889, 0.13607901, 0.01851750
+22, 0.40888889, 0.16719012, 0.02795254
+23, 0.37111111, 0.13772346, 0.01896775
+24, 0.31555556, 0.09957531, 0.00991524
+25, 0.36222222, 0.13120494, 0.01721474
+26, 0.35777778, 0.12800494, 0.01638526
+27, 0.32222222, 0.10382716, 0.01078008
+28, 0.30222222, 0.09133827, 0.00834268
+29, 0.36222222, 0.13120494, 0.01721474
+30, 0.36444444, 0.13281975, 0.01764109
diff --git a/isingllm_magnetization__seed-53_model-phi4-mini:3.8b_size-30_temp-1.0_prompt-nr5.csv b/isingllm_magnetization__seed-53_model-phi4-mini:3.8b_size-30_temp-1.0_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7c1f1a368e65d53c02c7357ce9d9fb365f609d42
--- /dev/null
+++ b/isingllm_magnetization__seed-53_model-phi4-mini:3.8b_size-30_temp-1.0_prompt-nr5.csv
@@ -0,0 +1,32 @@
+Step, Magnetization, M**2, M**4
+0, 0.03333333, 0.00111111, 0.00000123
+1, 0.11111111, 0.01234568, 0.00015242
+2, 0.20000000, 0.04000000, 0.00160000
+3, 0.32000000, 0.10240000, 0.01048576
+4, 0.32444444, 0.10526420, 0.01108055
+5, 0.30666667, 0.09404444, 0.00884436
+6, 0.26666667, 0.07111111, 0.00505679
+7, 0.25555556, 0.06530864, 0.00426522
+8, 0.22888889, 0.05239012, 0.00274473
+9, 0.27333333, 0.07471111, 0.00558175
+10, 0.27555556, 0.07593086, 0.00576550
+11, 0.24666667, 0.06084444, 0.00370205
+12, 0.31777778, 0.10098272, 0.01019751
+13, 0.34000000, 0.11560000, 0.01336336
+14, 0.29111111, 0.08474568, 0.00718183
+15, 0.22888889, 0.05239012, 0.00274473
+16, 0.26888889, 0.07230123, 0.00522747
+17, 0.33111111, 0.10963457, 0.01201974
+18, 0.34666667, 0.12017778, 0.01444270
+19, 0.33111111, 0.10963457, 0.01201974
+20, 0.29333333, 0.08604444, 0.00740365
+21, 0.31111111, 0.09679012, 0.00936833
+22, 0.31777778, 0.10098272, 0.01019751
+23, 0.30888889, 0.09541235, 0.00910352
+24, 0.32222222, 0.10382716, 0.01078008
+25, 0.27777778, 0.07716049, 0.00595374
+26, 0.33555556, 0.11259753, 0.01267820
+27, 0.29777778, 0.08867160, 0.00786265
+28, 0.27111111, 0.07350123, 0.00540243
+29, 0.28888889, 0.08345679, 0.00696504
+30, 0.27111111, 0.07350123, 0.00540243
diff --git a/isingllm_magnetization__seed-54_model-phi4-mini:3.8b_size-15_temp-0.5_prompt-nr5.csv b/isingllm_magnetization__seed-54_model-phi4-mini:3.8b_size-15_temp-0.5_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f086619417837ee55cae7556362f3e6d092ca5cc
--- /dev/null
+++ b/isingllm_magnetization__seed-54_model-phi4-mini:3.8b_size-15_temp-0.5_prompt-nr5.csv
@@ -0,0 +1,32 @@
+Step, Magnetization, M**2, M**4
+0, -0.13777778, 0.01898272, 0.00036034
+1, 0.22666667, 0.05137778, 0.00263968
+2, 0.27111111, 0.07350123, 0.00540243
+3, 0.48444444, 0.23468642, 0.05507772
+4, 0.55555556, 0.30864198, 0.09525987
+5, 0.63555556, 0.40393086, 0.16316014
+6, 0.65333333, 0.42684444, 0.18219618
+7, 0.61777778, 0.38164938, 0.14565625
+8, 0.71555556, 0.51201975, 0.26216423
+9, 0.74222222, 0.55089383, 0.30348401
+10, 0.75111111, 0.56416790, 0.31828542
+11, 0.72444444, 0.52481975, 0.27543577
+12, 0.89333333, 0.79804444, 0.63687494
+13, 0.72444444, 0.52481975, 0.27543577
+14, 0.65333333, 0.42684444, 0.18219618
+15, 0.66222222, 0.43853827, 0.19231582
+16, 0.60000000, 0.36000000, 0.12960000
+17, 0.59111111, 0.34941235, 0.12208899
+18, 0.57333333, 0.32871111, 0.10805099
+19, 0.70666667, 0.49937778, 0.24937816
+20, 0.73333333, 0.53777778, 0.28920494
+21, 0.83111111, 0.69074568, 0.47712959
+22, 0.80444444, 0.64713086, 0.41877836
+23, 0.76888889, 0.59119012, 0.34950576
+24, 0.78666667, 0.61884444, 0.38296845
+25, 0.75111111, 0.56416790, 0.31828542
+26, 0.80444444, 0.64713086, 0.41877836
+27, 0.79555556, 0.63290864, 0.40057335
+28, 0.76888889, 0.59119012, 0.34950576
+29, 0.75111111, 0.56416790, 0.31828542
+30, 0.75111111, 0.56416790, 0.31828542
diff --git a/isingllm_magnetization__seed-54_model-phi4-mini:3.8b_size-15_temp-0.65_prompt-nr5.csv b/isingllm_magnetization__seed-54_model-phi4-mini:3.8b_size-15_temp-0.65_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8fb0f78e6289c12e1923be029f7bb26a03d184c9
--- /dev/null
+++ b/isingllm_magnetization__seed-54_model-phi4-mini:3.8b_size-15_temp-0.65_prompt-nr5.csv
@@ -0,0 +1,32 @@
+Step, Magnetization, M**2, M**4
+0, -0.13777778, 0.01898272, 0.00036034
+1, 0.12888889, 0.01661235, 0.00027597
+2, 0.32444444, 0.10526420, 0.01108055
+3, 0.37777778, 0.14271605, 0.02036787
+4, 0.43111111, 0.18585679, 0.03454275
+5, 0.51111111, 0.26123457, 0.06824350
+6, 0.52000000, 0.27040000, 0.07311616
+7, 0.47555556, 0.22615309, 0.05114522
+8, 0.48444444, 0.23468642, 0.05507772
+9, 0.51111111, 0.26123457, 0.06824350
+10, 0.57333333, 0.32871111, 0.10805099
+11, 0.50222222, 0.25222716, 0.06361854
+12, 0.49333333, 0.24337778, 0.05923274
+13, 0.59111111, 0.34941235, 0.12208899
+14, 0.65333333, 0.42684444, 0.18219618
+15, 0.63555556, 0.40393086, 0.16316014
+16, 0.60000000, 0.36000000, 0.12960000
+17, 0.52888889, 0.27972346, 0.07824521
+18, 0.46666667, 0.21777778, 0.04742716
+19, 0.47555556, 0.22615309, 0.05114522
+20, 0.52000000, 0.27040000, 0.07311616
+21, 0.59111111, 0.34941235, 0.12208899
+22, 0.56444444, 0.31859753, 0.10150439
+23, 0.54666667, 0.29884444, 0.08930800
+24, 0.56444444, 0.31859753, 0.10150439
+25, 0.56444444, 0.31859753, 0.10150439
+26, 0.61777778, 0.38164938, 0.14565625
+27, 0.52888889, 0.27972346, 0.07824521
+28, 0.47555556, 0.22615309, 0.05114522
+29, 0.45777778, 0.20956049, 0.04391560
+30, 0.50222222, 0.25222716, 0.06361854
diff --git a/isingllm_magnetization__seed-54_model-phi4-mini:3.8b_size-15_temp-0.75_prompt-nr5.csv b/isingllm_magnetization__seed-54_model-phi4-mini:3.8b_size-15_temp-0.75_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6f971eb035e389981119b7276992cabc662721dd
--- /dev/null
+++ b/isingllm_magnetization__seed-54_model-phi4-mini:3.8b_size-15_temp-0.75_prompt-nr5.csv
@@ -0,0 +1,32 @@
+Step, Magnetization, M**2, M**4
+0, -0.13777778, 0.01898272, 0.00036034
+1, 0.17333333, 0.03004444, 0.00090267
+2, 0.25333333, 0.06417778, 0.00411879
+3, 0.36888889, 0.13607901, 0.01851750
+4, 0.40444444, 0.16357531, 0.02675688
+5, 0.54666667, 0.29884444, 0.08930800
+6, 0.57333333, 0.32871111, 0.10805099
+7, 0.51111111, 0.26123457, 0.06824350
+8, 0.46666667, 0.21777778, 0.04742716
+9, 0.38666667, 0.14951111, 0.02235357
+10, 0.44000000, 0.19360000, 0.03748096
+11, 0.48444444, 0.23468642, 0.05507772
+12, 0.41333333, 0.17084444, 0.02918782
+13, 0.31555556, 0.09957531, 0.00991524
+14, 0.35111111, 0.12327901, 0.01519771
+15, 0.30666667, 0.09404444, 0.00884436
+16, 0.47555556, 0.22615309, 0.05114522
+17, 0.48444444, 0.23468642, 0.05507772
+18, 0.45777778, 0.20956049, 0.04391560
+19, 0.36000000, 0.12960000, 0.01679616
+20, 0.39555556, 0.15646420, 0.02448105
+21, 0.51111111, 0.26123457, 0.06824350
+22, 0.52000000, 0.27040000, 0.07311616
+23, 0.61777778, 0.38164938, 0.14565625
+24, 0.49333333, 0.24337778, 0.05923274
+25, 0.42222222, 0.17827160, 0.03178077
+26, 0.31555556, 0.09957531, 0.00991524
+27, 0.31555556, 0.09957531, 0.00991524
+28, 0.28000000, 0.07840000, 0.00614656
+29, 0.36888889, 0.13607901, 0.01851750
+30, 0.47555556, 0.22615309, 0.05114522
diff --git a/isingllm_magnetization__seed-54_model-phi4-mini:3.8b_size-15_temp-0.7_prompt-nr5.csv b/isingllm_magnetization__seed-54_model-phi4-mini:3.8b_size-15_temp-0.7_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e0f2a91aeb19aafb1d95ddf6a8058a9925d6cfb4
--- /dev/null
+++ b/isingllm_magnetization__seed-54_model-phi4-mini:3.8b_size-15_temp-0.7_prompt-nr5.csv
@@ -0,0 +1,32 @@
+Step, Magnetization, M**2, M**4
+0, -0.13777778, 0.01898272, 0.00036034
+1, 0.14666667, 0.02151111, 0.00046273
+2, 0.25333333, 0.06417778, 0.00411879
+3, 0.43111111, 0.18585679, 0.03454275
+4, 0.43111111, 0.18585679, 0.03454275
+5, 0.43111111, 0.18585679, 0.03454275
+6, 0.40444444, 0.16357531, 0.02675688
+7, 0.34222222, 0.11711605, 0.01371617
+8, 0.34222222, 0.11711605, 0.01371617
+9, 0.36000000, 0.12960000, 0.01679616
+10, 0.38666667, 0.14951111, 0.02235357
+11, 0.52888889, 0.27972346, 0.07824521
+12, 0.57333333, 0.32871111, 0.10805099
+13, 0.52888889, 0.27972346, 0.07824521
+14, 0.43111111, 0.18585679, 0.03454275
+15, 0.37777778, 0.14271605, 0.02036787
+16, 0.37777778, 0.14271605, 0.02036787
+17, 0.42222222, 0.17827160, 0.03178077
+18, 0.44000000, 0.19360000, 0.03748096
+19, 0.44000000, 0.19360000, 0.03748096
+20, 0.39555556, 0.15646420, 0.02448105
+21, 0.40444444, 0.16357531, 0.02675688
+22, 0.37777778, 0.14271605, 0.02036787
+23, 0.45777778, 0.20956049, 0.04391560
+24, 0.35111111, 0.12327901, 0.01519771
+25, 0.46666667, 0.21777778, 0.04742716
+26, 0.43111111, 0.18585679, 0.03454275
+27, 0.50222222, 0.25222716, 0.06361854
+28, 0.48444444, 0.23468642, 0.05507772
+29, 0.49333333, 0.24337778, 0.05923274
+30, 0.45777778, 0.20956049, 0.04391560
diff --git a/isingllm_magnetization__seed-54_model-phi4-mini:3.8b_size-15_temp-0.85_prompt-nr5.csv b/isingllm_magnetization__seed-54_model-phi4-mini:3.8b_size-15_temp-0.85_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cfbbedc1e7b46080bd4846b80c5fc8b2b713bf52
--- /dev/null
+++ b/isingllm_magnetization__seed-54_model-phi4-mini:3.8b_size-15_temp-0.85_prompt-nr5.csv
@@ -0,0 +1,32 @@
+Step, Magnetization, M**2, M**4
+0, -0.13777778, 0.01898272, 0.00036034
+1, 0.10222222, 0.01044938, 0.00010919
+2, 0.20000000, 0.04000000, 0.00160000
+3, 0.22666667, 0.05137778, 0.00263968
+4, 0.35111111, 0.12327901, 0.01519771
+5, 0.26222222, 0.06876049, 0.00472801
+6, 0.24444444, 0.05975309, 0.00357043
+7, 0.32444444, 0.10526420, 0.01108055
+8, 0.26222222, 0.06876049, 0.00472801
+9, 0.17333333, 0.03004444, 0.00090267
+10, 0.24444444, 0.05975309, 0.00357043
+11, 0.30666667, 0.09404444, 0.00884436
+12, 0.43111111, 0.18585679, 0.03454275
+13, 0.41333333, 0.17084444, 0.02918782
+14, 0.40444444, 0.16357531, 0.02675688
+15, 0.42222222, 0.17827160, 0.03178077
+16, 0.36000000, 0.12960000, 0.01679616
+17, 0.26222222, 0.06876049, 0.00472801
+18, 0.24444444, 0.05975309, 0.00357043
+19, 0.37777778, 0.14271605, 0.02036787
+20, 0.38666667, 0.14951111, 0.02235357
+21, 0.36000000, 0.12960000, 0.01679616
+22, 0.44888889, 0.20150123, 0.04060275
+23, 0.46666667, 0.21777778, 0.04742716
+24, 0.41333333, 0.17084444, 0.02918782
+25, 0.46666667, 0.21777778, 0.04742716
+26, 0.44000000, 0.19360000, 0.03748096
+27, 0.37777778, 0.14271605, 0.02036787
+28, 0.40444444, 0.16357531, 0.02675688
+29, 0.28888889, 0.08345679, 0.00696504
+30, 0.33333333, 0.11111111, 0.01234568
diff --git a/isingllm_magnetization__seed-54_model-phi4-mini:3.8b_size-15_temp-1.0_prompt-nr5.csv b/isingllm_magnetization__seed-54_model-phi4-mini:3.8b_size-15_temp-1.0_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..109ff61d7fe8feeead4c59994877bddc57c23ffe
--- /dev/null
+++ b/isingllm_magnetization__seed-54_model-phi4-mini:3.8b_size-15_temp-1.0_prompt-nr5.csv
@@ -0,0 +1,32 @@
+Step, Magnetization, M**2, M**4
+0, -0.13777778, 0.01898272, 0.00036034
+1, 0.16444444, 0.02704198, 0.00073127
+2, 0.24444444, 0.05975309, 0.00357043
+3, 0.09333333, 0.00871111, 0.00007588
+4, 0.13777778, 0.01898272, 0.00036034
+5, 0.26222222, 0.06876049, 0.00472801
+6, 0.16444444, 0.02704198, 0.00073127
+7, 0.17333333, 0.03004444, 0.00090267
+8, 0.36000000, 0.12960000, 0.01679616
+9, 0.29777778, 0.08867160, 0.00786265
+10, 0.40444444, 0.16357531, 0.02675688
+11, 0.36000000, 0.12960000, 0.01679616
+12, 0.47555556, 0.22615309, 0.05114522
+13, 0.44888889, 0.20150123, 0.04060275
+14, 0.29777778, 0.08867160, 0.00786265
+15, 0.28000000, 0.07840000, 0.00614656
+16, 0.31555556, 0.09957531, 0.00991524
+17, 0.28000000, 0.07840000, 0.00614656
+18, 0.40444444, 0.16357531, 0.02675688
+19, 0.30666667, 0.09404444, 0.00884436
+20, 0.41333333, 0.17084444, 0.02918782
+21, 0.33333333, 0.11111111, 0.01234568
+22, 0.26222222, 0.06876049, 0.00472801
+23, 0.15555556, 0.02419753, 0.00058552
+24, 0.13777778, 0.01898272, 0.00036034
+25, 0.15555556, 0.02419753, 0.00058552
+26, 0.23555556, 0.05548642, 0.00307874
+27, 0.24444444, 0.05975309, 0.00357043
+28, 0.22666667, 0.05137778, 0.00263968
+29, 0.22666667, 0.05137778, 0.00263968
+30, 0.32444444, 0.10526420, 0.01108055
diff --git a/isingllm_magnetization__seed-54_model-phi4-mini:3.8b_size-20_temp-0.5_prompt-nr5.csv b/isingllm_magnetization__seed-54_model-phi4-mini:3.8b_size-20_temp-0.5_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..aeecabff5c5045abd873a4c47a2bb3f1e19856ed
--- /dev/null
+++ b/isingllm_magnetization__seed-54_model-phi4-mini:3.8b_size-20_temp-0.5_prompt-nr5.csv
@@ -0,0 +1,32 @@
+Step, Magnetization, M**2, M**4
+0, -0.05500000, 0.00302500, 0.00000915
+1, 0.23500000, 0.05522500, 0.00304980
+2, 0.43000000, 0.18490000, 0.03418801
+3, 0.50500000, 0.25502500, 0.06503775
+4, 0.60000000, 0.36000000, 0.12960000
+5, 0.63500000, 0.40322500, 0.16259040
+6, 0.72000000, 0.51840000, 0.26873856
+7, 0.74500000, 0.55502500, 0.30805275
+8, 0.71000000, 0.50410000, 0.25411681
+9, 0.73000000, 0.53290000, 0.28398241
+10, 0.74000000, 0.54760000, 0.29986576
+11, 0.74000000, 0.54760000, 0.29986576
+12, 0.74500000, 0.55502500, 0.30805275
+13, 0.78000000, 0.60840000, 0.37015056
+14, 0.71500000, 0.51122500, 0.26135100
+15, 0.69500000, 0.48302500, 0.23331315
+16, 0.72500000, 0.52562500, 0.27628164
+17, 0.73500000, 0.54022500, 0.29184305
+18, 0.73000000, 0.53290000, 0.28398241
+19, 0.73000000, 0.53290000, 0.28398241
+20, 0.73000000, 0.53290000, 0.28398241
+21, 0.72500000, 0.52562500, 0.27628164
+22, 0.72000000, 0.51840000, 0.26873856
+23, 0.67500000, 0.45562500, 0.20759414
+24, 0.69500000, 0.48302500, 0.23331315
+25, 0.71500000, 0.51122500, 0.26135100
+26, 0.77000000, 0.59290000, 0.35153041
+27, 0.77500000, 0.60062500, 0.36075039
+28, 0.75000000, 0.56250000, 0.31640625
+29, 0.74000000, 0.54760000, 0.29986576
+30, 0.73500000, 0.54022500, 0.29184305
diff --git a/isingllm_magnetization__seed-54_model-phi4-mini:3.8b_size-20_temp-0.65_prompt-nr5.csv b/isingllm_magnetization__seed-54_model-phi4-mini:3.8b_size-20_temp-0.65_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8f30d4d1037fb83b31973f7ec89fff97c7cd6d07
--- /dev/null
+++ b/isingllm_magnetization__seed-54_model-phi4-mini:3.8b_size-20_temp-0.65_prompt-nr5.csv
@@ -0,0 +1,32 @@
+Step, Magnetization, M**2, M**4
+0, -0.05500000, 0.00302500, 0.00000915
+1, 0.14500000, 0.02102500, 0.00044205
+2, 0.26000000, 0.06760000, 0.00456976
+3, 0.34500000, 0.11902500, 0.01416695
+4, 0.39000000, 0.15210000, 0.02313441
+5, 0.44000000, 0.19360000, 0.03748096
+6, 0.36500000, 0.13322500, 0.01774890
+7, 0.39500000, 0.15602500, 0.02434380
+8, 0.45000000, 0.20250000, 0.04100625
+9, 0.51000000, 0.26010000, 0.06765201
+10, 0.53000000, 0.28090000, 0.07890481
+11, 0.55000000, 0.30250000, 0.09150625
+12, 0.51500000, 0.26522500, 0.07034430
+13, 0.51000000, 0.26010000, 0.06765201
+14, 0.57500000, 0.33062500, 0.10931289
+15, 0.62000000, 0.38440000, 0.14776336
+16, 0.57500000, 0.33062500, 0.10931289
+17, 0.52500000, 0.27562500, 0.07596914
+18, 0.55500000, 0.30802500, 0.09487940
+19, 0.61000000, 0.37210000, 0.13845841
+20, 0.55000000, 0.30250000, 0.09150625
+21, 0.51000000, 0.26010000, 0.06765201
+22, 0.47000000, 0.22090000, 0.04879681
+23, 0.46500000, 0.21622500, 0.04675325
+24, 0.41500000, 0.17222500, 0.02966145
+25, 0.41500000, 0.17222500, 0.02966145
+26, 0.46000000, 0.21160000, 0.04477456
+27, 0.48000000, 0.23040000, 0.05308416
+28, 0.47000000, 0.22090000, 0.04879681
+29, 0.55000000, 0.30250000, 0.09150625
+30, 0.54000000, 0.29160000, 0.08503056
diff --git a/isingllm_magnetization__seed-54_model-phi4-mini:3.8b_size-20_temp-0.75_prompt-nr5.csv b/isingllm_magnetization__seed-54_model-phi4-mini:3.8b_size-20_temp-0.75_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4423296097e62aa7d2adc3dec1208c5641794536
--- /dev/null
+++ b/isingllm_magnetization__seed-54_model-phi4-mini:3.8b_size-20_temp-0.75_prompt-nr5.csv
@@ -0,0 +1,32 @@
+Step, Magnetization, M**2, M**4
+0, -0.05500000, 0.00302500, 0.00000915
+1, 0.21500000, 0.04622500, 0.00213675
+2, 0.25500000, 0.06502500, 0.00422825
+3, 0.33000000, 0.10890000, 0.01185921
+4, 0.47000000, 0.22090000, 0.04879681
+5, 0.38000000, 0.14440000, 0.02085136
+6, 0.37500000, 0.14062500, 0.01977539
+7, 0.38000000, 0.14440000, 0.02085136
+8, 0.38500000, 0.14822500, 0.02197065
+9, 0.42000000, 0.17640000, 0.03111696
+10, 0.38000000, 0.14440000, 0.02085136
+11, 0.40000000, 0.16000000, 0.02560000
+12, 0.42000000, 0.17640000, 0.03111696
+13, 0.43500000, 0.18922500, 0.03580610
+14, 0.48500000, 0.23522500, 0.05533080
+15, 0.48500000, 0.23522500, 0.05533080
+16, 0.53500000, 0.28622500, 0.08192475
+17, 0.50500000, 0.25502500, 0.06503775
+18, 0.45500000, 0.20702500, 0.04285935
+19, 0.45000000, 0.20250000, 0.04100625
+20, 0.45000000, 0.20250000, 0.04100625
+21, 0.40500000, 0.16402500, 0.02690420
+22, 0.49500000, 0.24502500, 0.06003725
+23, 0.54000000, 0.29160000, 0.08503056
+24, 0.47500000, 0.22562500, 0.05090664
+25, 0.42500000, 0.18062500, 0.03262539
+26, 0.49000000, 0.24010000, 0.05764801
+27, 0.39000000, 0.15210000, 0.02313441
+28, 0.47500000, 0.22562500, 0.05090664
+29, 0.46000000, 0.21160000, 0.04477456
+30, 0.34000000, 0.11560000, 0.01336336
diff --git a/isingllm_magnetization__seed-54_model-phi4-mini:3.8b_size-20_temp-0.7_prompt-nr5.csv b/isingllm_magnetization__seed-54_model-phi4-mini:3.8b_size-20_temp-0.7_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f142c8ba016b6d99ddcc63d7543535b3607607f7
--- /dev/null
+++ b/isingllm_magnetization__seed-54_model-phi4-mini:3.8b_size-20_temp-0.7_prompt-nr5.csv
@@ -0,0 +1,32 @@
+Step, Magnetization, M**2, M**4
+0, -0.05500000, 0.00302500, 0.00000915
+1, 0.14500000, 0.02102500, 0.00044205
+2, 0.24500000, 0.06002500, 0.00360300
+3, 0.28500000, 0.08122500, 0.00659750
+4, 0.46500000, 0.21622500, 0.04675325
+5, 0.50000000, 0.25000000, 0.06250000
+6, 0.47500000, 0.22562500, 0.05090664
+7, 0.46500000, 0.21622500, 0.04675325
+8, 0.40500000, 0.16402500, 0.02690420
+9, 0.52000000, 0.27040000, 0.07311616
+10, 0.52500000, 0.27562500, 0.07596914
+11, 0.46000000, 0.21160000, 0.04477456
+12, 0.43000000, 0.18490000, 0.03418801
+13, 0.36000000, 0.12960000, 0.01679616
+14, 0.42500000, 0.18062500, 0.03262539
+15, 0.36000000, 0.12960000, 0.01679616
+16, 0.36000000, 0.12960000, 0.01679616
+17, 0.36500000, 0.13322500, 0.01774890
+18, 0.42500000, 0.18062500, 0.03262539
+19, 0.44500000, 0.19802500, 0.03921390
+20, 0.52000000, 0.27040000, 0.07311616
+21, 0.49000000, 0.24010000, 0.05764801
+22, 0.44500000, 0.19802500, 0.03921390
+23, 0.50500000, 0.25502500, 0.06503775
+24, 0.40000000, 0.16000000, 0.02560000
+25, 0.43000000, 0.18490000, 0.03418801
+26, 0.47500000, 0.22562500, 0.05090664
+27, 0.46000000, 0.21160000, 0.04477456
+28, 0.37500000, 0.14062500, 0.01977539
+29, 0.33000000, 0.10890000, 0.01185921
+30, 0.35500000, 0.12602500, 0.01588230
diff --git a/isingllm_magnetization__seed-54_model-phi4-mini:3.8b_size-20_temp-0.85_prompt-nr5.csv b/isingllm_magnetization__seed-54_model-phi4-mini:3.8b_size-20_temp-0.85_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b0b3cf6e38838206c2074c09bbc4c49c5d46c62e
--- /dev/null
+++ b/isingllm_magnetization__seed-54_model-phi4-mini:3.8b_size-20_temp-0.85_prompt-nr5.csv
@@ -0,0 +1,32 @@
+Step, Magnetization, M**2, M**4
+0, -0.05500000, 0.00302500, 0.00000915
+1, 0.15500000, 0.02402500, 0.00057720
+2, 0.23500000, 0.05522500, 0.00304980
+3, 0.32000000, 0.10240000, 0.01048576
+4, 0.43000000, 0.18490000, 0.03418801
+5, 0.43500000, 0.18922500, 0.03580610
+6, 0.43000000, 0.18490000, 0.03418801
+7, 0.47000000, 0.22090000, 0.04879681
+8, 0.45000000, 0.20250000, 0.04100625
+9, 0.33000000, 0.10890000, 0.01185921
+10, 0.30500000, 0.09302500, 0.00865365
+11, 0.29500000, 0.08702500, 0.00757335
+12, 0.32000000, 0.10240000, 0.01048576
+13, 0.33500000, 0.11222500, 0.01259445
+14, 0.40000000, 0.16000000, 0.02560000
+15, 0.41500000, 0.17222500, 0.02966145
+16, 0.39000000, 0.15210000, 0.02313441
+17, 0.34500000, 0.11902500, 0.01416695
+18, 0.36500000, 0.13322500, 0.01774890
+19, 0.31500000, 0.09922500, 0.00984560
+20, 0.31000000, 0.09610000, 0.00923521
+21, 0.33000000, 0.10890000, 0.01185921
+22, 0.34000000, 0.11560000, 0.01336336
+23, 0.34000000, 0.11560000, 0.01336336
+24, 0.41000000, 0.16810000, 0.02825761
+25, 0.37500000, 0.14062500, 0.01977539
+26, 0.30000000, 0.09000000, 0.00810000
+27, 0.46000000, 0.21160000, 0.04477456
+28, 0.45000000, 0.20250000, 0.04100625
+29, 0.41000000, 0.16810000, 0.02825761
+30, 0.26500000, 0.07022500, 0.00493155
diff --git a/isingllm_magnetization__seed-54_model-phi4-mini:3.8b_size-20_temp-1.0_prompt-nr5.csv b/isingllm_magnetization__seed-54_model-phi4-mini:3.8b_size-20_temp-1.0_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e4740ee53c5fe300502c6447e9a066f534b17970
--- /dev/null
+++ b/isingllm_magnetization__seed-54_model-phi4-mini:3.8b_size-20_temp-1.0_prompt-nr5.csv
@@ -0,0 +1,32 @@
+Step, Magnetization, M**2, M**4
+0, -0.05500000, 0.00302500, 0.00000915
+1, 0.17500000, 0.03062500, 0.00093789
+2, 0.25000000, 0.06250000, 0.00390625
+3, 0.22500000, 0.05062500, 0.00256289
+4, 0.28500000, 0.08122500, 0.00659750
+5, 0.24500000, 0.06002500, 0.00360300
+6, 0.32500000, 0.10562500, 0.01115664
+7, 0.31000000, 0.09610000, 0.00923521
+8, 0.18000000, 0.03240000, 0.00104976
+9, 0.25500000, 0.06502500, 0.00422825
+10, 0.32000000, 0.10240000, 0.01048576
+11, 0.29000000, 0.08410000, 0.00707281
+12, 0.23500000, 0.05522500, 0.00304980
+13, 0.39500000, 0.15602500, 0.02434380
+14, 0.37500000, 0.14062500, 0.01977539
+15, 0.43500000, 0.18922500, 0.03580610
+16, 0.36000000, 0.12960000, 0.01679616
+17, 0.28500000, 0.08122500, 0.00659750
+18, 0.28500000, 0.08122500, 0.00659750
+19, 0.39500000, 0.15602500, 0.02434380
+20, 0.32500000, 0.10562500, 0.01115664
+21, 0.35000000, 0.12250000, 0.01500625
+22, 0.32500000, 0.10562500, 0.01115664
+23, 0.31000000, 0.09610000, 0.00923521
+24, 0.35500000, 0.12602500, 0.01588230
+25, 0.25500000, 0.06502500, 0.00422825
+26, 0.28000000, 0.07840000, 0.00614656
+27, 0.35500000, 0.12602500, 0.01588230
+28, 0.46000000, 0.21160000, 0.04477456
+29, 0.37000000, 0.13690000, 0.01874161
+30, 0.34000000, 0.11560000, 0.01336336
diff --git a/isingllm_magnetization__seed-54_model-phi4-mini:3.8b_size-25_temp-0.5_prompt-nr5.csv b/isingllm_magnetization__seed-54_model-phi4-mini:3.8b_size-25_temp-0.5_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6e42c0301dc8d0d7a5e13ba040fa77541a6315f9
--- /dev/null
+++ b/isingllm_magnetization__seed-54_model-phi4-mini:3.8b_size-25_temp-0.5_prompt-nr5.csv
@@ -0,0 +1,32 @@
+Step, Magnetization, M**2, M**4
+0, -0.06560000, 0.00430336, 0.00001852
+1, 0.22880000, 0.05234944, 0.00274046
+2, 0.44000000, 0.19360000, 0.03748096
+3, 0.55200000, 0.30470400, 0.09284453
+4, 0.56480000, 0.31899904, 0.10176039
+5, 0.59360000, 0.35236096, 0.12415825
+6, 0.66720000, 0.44515584, 0.19816372
+7, 0.66400000, 0.44089600, 0.19438928
+8, 0.74400000, 0.55353600, 0.30640210
+9, 0.73760000, 0.54405376, 0.29599449
+10, 0.67680000, 0.45805824, 0.20981735
+11, 0.69280000, 0.47997184, 0.23037297
+12, 0.69600000, 0.48441600, 0.23465886
+13, 0.66720000, 0.44515584, 0.19816372
+14, 0.66720000, 0.44515584, 0.19816372
+15, 0.67040000, 0.44943616, 0.20199286
+16, 0.70880000, 0.50239744, 0.25240319
+17, 0.71520000, 0.51151104, 0.26164354
+18, 0.68640000, 0.47114496, 0.22197757
+19, 0.69600000, 0.48441600, 0.23465886
+20, 0.75680000, 0.57274624, 0.32803826
+21, 0.72800000, 0.52998400, 0.28088304
+22, 0.69600000, 0.48441600, 0.23465886
+23, 0.69920000, 0.48888064, 0.23900428
+24, 0.74400000, 0.55353600, 0.30640210
+25, 0.72480000, 0.52533504, 0.27597690
+26, 0.72160000, 0.52070656, 0.27113532
+27, 0.66400000, 0.44089600, 0.19438928
+28, 0.71840000, 0.51609856, 0.26635772
+29, 0.64800000, 0.41990400, 0.17631937
+30, 0.71200000, 0.50694400, 0.25699222
diff --git a/isingllm_magnetization__seed-54_model-phi4-mini:3.8b_size-25_temp-0.65_prompt-nr5.csv b/isingllm_magnetization__seed-54_model-phi4-mini:3.8b_size-25_temp-0.65_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f1e508e48151c733f89c52bd7787d65dc119428a
--- /dev/null
+++ b/isingllm_magnetization__seed-54_model-phi4-mini:3.8b_size-25_temp-0.65_prompt-nr5.csv
@@ -0,0 +1,32 @@
+Step, Magnetization, M**2, M**4
+0, -0.06560000, 0.00430336, 0.00001852
+1, 0.19360000, 0.03748096, 0.00140482
+2, 0.34080000, 0.11614464, 0.01348958
+3, 0.42080000, 0.17707264, 0.03135472
+4, 0.46880000, 0.21977344, 0.04830036
+5, 0.47200000, 0.22278400, 0.04963271
+6, 0.45600000, 0.20793600, 0.04323738
+7, 0.54880000, 0.30118144, 0.09071026
+8, 0.55840000, 0.31181056, 0.09722583
+9, 0.61280000, 0.37552384, 0.14101815
+10, 0.63520000, 0.40347904, 0.16279534
+11, 0.60640000, 0.36772096, 0.13521870
+12, 0.61600000, 0.37945600, 0.14398686
+13, 0.56160000, 0.31539456, 0.09947373
+14, 0.55520000, 0.30824704, 0.09501624
+15, 0.60960000, 0.37161216, 0.13809560
+16, 0.57120000, 0.32626944, 0.10645175
+17, 0.62880000, 0.39538944, 0.15633281
+18, 0.55200000, 0.30470400, 0.09284453
+19, 0.53920000, 0.29073664, 0.08452779
+20, 0.57120000, 0.32626944, 0.10645175
+21, 0.59360000, 0.35236096, 0.12415825
+22, 0.57440000, 0.32993536, 0.10885734
+23, 0.52960000, 0.28047616, 0.07866688
+24, 0.47840000, 0.22886656, 0.05237990
+25, 0.50720000, 0.25725184, 0.06617851
+26, 0.51040000, 0.26050816, 0.06786450
+27, 0.52320000, 0.27373824, 0.07493262
+28, 0.53280000, 0.28387584, 0.08058549
+29, 0.53920000, 0.29073664, 0.08452779
+30, 0.55520000, 0.30824704, 0.09501624
diff --git a/isingllm_magnetization__seed-54_model-phi4-mini:3.8b_size-25_temp-0.75_prompt-nr5.csv b/isingllm_magnetization__seed-54_model-phi4-mini:3.8b_size-25_temp-0.75_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c15194fd9f558e3bbad7646e915ed552f0ff7128
--- /dev/null
+++ b/isingllm_magnetization__seed-54_model-phi4-mini:3.8b_size-25_temp-0.75_prompt-nr5.csv
@@ -0,0 +1,32 @@
+Step, Magnetization, M**2, M**4
+0, -0.06560000, 0.00430336, 0.00001852
+1, 0.10720000, 0.01149184, 0.00013206
+2, 0.30560000, 0.09339136, 0.00872195
+3, 0.40800000, 0.16646400, 0.02771026
+4, 0.42720000, 0.18249984, 0.03330619
+5, 0.44000000, 0.19360000, 0.03748096
+6, 0.40160000, 0.16128256, 0.02601206
+7, 0.42080000, 0.17707264, 0.03135472
+8, 0.41120000, 0.16908544, 0.02858989
+9, 0.45920000, 0.21086464, 0.04446390
+10, 0.40480000, 0.16386304, 0.02685110
+11, 0.39200000, 0.15366400, 0.02361262
+12, 0.41440000, 0.17172736, 0.02949029
+13, 0.40480000, 0.16386304, 0.02685110
+14, 0.37600000, 0.14137600, 0.01998717
+15, 0.37280000, 0.13897984, 0.01931540
+16, 0.36640000, 0.13424896, 0.01802278
+17, 0.43680000, 0.19079424, 0.03640244
+18, 0.43360000, 0.18800896, 0.03534737
+19, 0.43040000, 0.18524416, 0.03431540
+20, 0.41760000, 0.17438976, 0.03041179
+21, 0.43360000, 0.18800896, 0.03534737
+22, 0.41120000, 0.16908544, 0.02858989
+23, 0.33440000, 0.11182336, 0.01250446
+24, 0.39520000, 0.15618304, 0.02439314
+25, 0.36960000, 0.13660416, 0.01866070
+26, 0.36000000, 0.12960000, 0.01679616
+27, 0.40160000, 0.16128256, 0.02601206
+28, 0.36960000, 0.13660416, 0.01866070
+29, 0.41440000, 0.17172736, 0.02949029
+30, 0.42400000, 0.17977600, 0.03231941
diff --git a/isingllm_magnetization__seed-54_model-phi4-mini:3.8b_size-25_temp-0.7_prompt-nr5.csv b/isingllm_magnetization__seed-54_model-phi4-mini:3.8b_size-25_temp-0.7_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..42a186c216479979604c6804225b5594a8dad3af
--- /dev/null
+++ b/isingllm_magnetization__seed-54_model-phi4-mini:3.8b_size-25_temp-0.7_prompt-nr5.csv
@@ -0,0 +1,32 @@
+Step, Magnetization, M**2, M**4
+0, -0.06560000, 0.00430336, 0.00001852
+1, 0.17760000, 0.03154176, 0.00099488
+2, 0.33120000, 0.10969344, 0.01203265
+3, 0.39840000, 0.15872256, 0.02519285
+4, 0.47200000, 0.22278400, 0.04963271
+5, 0.44000000, 0.19360000, 0.03748096
+6, 0.51680000, 0.26708224, 0.07133292
+7, 0.44320000, 0.19642624, 0.03858327
+8, 0.42080000, 0.17707264, 0.03135472
+9, 0.44960000, 0.20214016, 0.04086064
+10, 0.49120000, 0.24127744, 0.05821480
+11, 0.49440000, 0.24443136, 0.05974669
+12, 0.48800000, 0.23814400, 0.05671256
+13, 0.49440000, 0.24443136, 0.05974669
+14, 0.51360000, 0.26378496, 0.06958251
+15, 0.52960000, 0.28047616, 0.07866688
+16, 0.53600000, 0.28729600, 0.08253899
+17, 0.51360000, 0.26378496, 0.06958251
+18, 0.49120000, 0.24127744, 0.05821480
+19, 0.51360000, 0.26378496, 0.06958251
+20, 0.55200000, 0.30470400, 0.09284453
+21, 0.49760000, 0.24760576, 0.06130861
+22, 0.42080000, 0.17707264, 0.03135472
+23, 0.37280000, 0.13897984, 0.01931540
+24, 0.38560000, 0.14868736, 0.02210793
+25, 0.44320000, 0.19642624, 0.03858327
+26, 0.44960000, 0.20214016, 0.04086064
+27, 0.44960000, 0.20214016, 0.04086064
+28, 0.45280000, 0.20502784, 0.04203642
+29, 0.42080000, 0.17707264, 0.03135472
+30, 0.39520000, 0.15618304, 0.02439314
diff --git a/isingllm_magnetization__seed-54_model-phi4-mini:3.8b_size-25_temp-0.85_prompt-nr5.csv b/isingllm_magnetization__seed-54_model-phi4-mini:3.8b_size-25_temp-0.85_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1312e2821b296906c07e93c26a19b7e6fe4645b8
--- /dev/null
+++ b/isingllm_magnetization__seed-54_model-phi4-mini:3.8b_size-25_temp-0.85_prompt-nr5.csv
@@ -0,0 +1,32 @@
+Step, Magnetization, M**2, M**4
+0, -0.06560000, 0.00430336, 0.00001852
+1, 0.10400000, 0.01081600, 0.00011699
+2, 0.20960000, 0.04393216, 0.00193003
+3, 0.24480000, 0.05992704, 0.00359125
+4, 0.27680000, 0.07661824, 0.00587035
+5, 0.25440000, 0.06471936, 0.00418860
+6, 0.30240000, 0.09144576, 0.00836233
+7, 0.24800000, 0.06150400, 0.00378274
+8, 0.28000000, 0.07840000, 0.00614656
+9, 0.30240000, 0.09144576, 0.00836233
+10, 0.33760000, 0.11397376, 0.01299002
+11, 0.32480000, 0.10549504, 0.01112920
+12, 0.40160000, 0.16128256, 0.02601206
+13, 0.35680000, 0.12730624, 0.01620688
+14, 0.32160000, 0.10342656, 0.01069705
+15, 0.41120000, 0.16908544, 0.02858989
+16, 0.36640000, 0.13424896, 0.01802278
+17, 0.35360000, 0.12503296, 0.01563324
+18, 0.41760000, 0.17438976, 0.03041179
+19, 0.32800000, 0.10758400, 0.01157432
+20, 0.34080000, 0.11614464, 0.01348958
+21, 0.36640000, 0.13424896, 0.01802278
+22, 0.30880000, 0.09535744, 0.00909304
+23, 0.32160000, 0.10342656, 0.01069705
+24, 0.30560000, 0.09339136, 0.00872195
+25, 0.30560000, 0.09339136, 0.00872195
+26, 0.27040000, 0.07311616, 0.00534597
+27, 0.32800000, 0.10758400, 0.01157432
+28, 0.32800000, 0.10758400, 0.01157432
+29, 0.33760000, 0.11397376, 0.01299002
+30, 0.37600000, 0.14137600, 0.01998717
diff --git a/isingllm_magnetization__seed-54_model-phi4-mini:3.8b_size-25_temp-1.0_prompt-nr5.csv b/isingllm_magnetization__seed-54_model-phi4-mini:3.8b_size-25_temp-1.0_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..09489356870aed738101494c107436ba7ef41025
--- /dev/null
+++ b/isingllm_magnetization__seed-54_model-phi4-mini:3.8b_size-25_temp-1.0_prompt-nr5.csv
@@ -0,0 +1,32 @@
+Step, Magnetization, M**2, M**4
+0, -0.06560000, 0.00430336, 0.00001852
+1, 0.12320000, 0.01517824, 0.00023038
+2, 0.20320000, 0.04129024, 0.00170488
+3, 0.23520000, 0.05531904, 0.00306020
+4, 0.26400000, 0.06969600, 0.00485753
+5, 0.25440000, 0.06471936, 0.00418860
+6, 0.21920000, 0.04804864, 0.00230867
+7, 0.20000000, 0.04000000, 0.00160000
+8, 0.16160000, 0.02611456, 0.00068197
+9, 0.28320000, 0.08020224, 0.00643240
+10, 0.31200000, 0.09734400, 0.00947585
+11, 0.35040000, 0.12278016, 0.01507497
+12, 0.33440000, 0.11182336, 0.01250446
+13, 0.28000000, 0.07840000, 0.00614656
+14, 0.34720000, 0.12054784, 0.01453178
+15, 0.28000000, 0.07840000, 0.00614656
+16, 0.22560000, 0.05089536, 0.00259034
+17, 0.25440000, 0.06471936, 0.00418860
+18, 0.29600000, 0.08761600, 0.00767656
+19, 0.26720000, 0.07139584, 0.00509737
+20, 0.26720000, 0.07139584, 0.00509737
+21, 0.27360000, 0.07485696, 0.00560356
+22, 0.28320000, 0.08020224, 0.00643240
+23, 0.36000000, 0.12960000, 0.01679616
+24, 0.42080000, 0.17707264, 0.03135472
+25, 0.35680000, 0.12730624, 0.01620688
+26, 0.28320000, 0.08020224, 0.00643240
+27, 0.30560000, 0.09339136, 0.00872195
+28, 0.24160000, 0.05837056, 0.00340712
+29, 0.25440000, 0.06471936, 0.00418860
+30, 0.19360000, 0.03748096, 0.00140482
diff --git a/isingllm_magnetization__seed-54_model-phi4-mini:3.8b_size-30_temp-0.5_prompt-nr5.csv b/isingllm_magnetization__seed-54_model-phi4-mini:3.8b_size-30_temp-0.5_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c13e3c2ed5e5217a09a6071e094825d0c8dab145
--- /dev/null
+++ b/isingllm_magnetization__seed-54_model-phi4-mini:3.8b_size-30_temp-0.5_prompt-nr5.csv
@@ -0,0 +1,32 @@
+Step, Magnetization, M**2, M**4
+0, -0.02666667, 0.00071111, 0.00000051
+1, 0.29555556, 0.08735309, 0.00763056
+2, 0.42666667, 0.18204444, 0.03314018
+3, 0.54000000, 0.29160000, 0.08503056
+4, 0.64444444, 0.41530864, 0.17248127
+5, 0.64222222, 0.41244938, 0.17011449
+6, 0.68888889, 0.47456790, 0.22521469
+7, 0.67333333, 0.45337778, 0.20555141
+8, 0.72666667, 0.52804444, 0.27883094
+9, 0.71555556, 0.51201975, 0.26216423
+10, 0.71333333, 0.50884444, 0.25892267
+11, 0.66666667, 0.44444444, 0.19753086
+12, 0.69111111, 0.47763457, 0.22813478
+13, 0.70666667, 0.49937778, 0.24937816
+14, 0.69333333, 0.48071111, 0.23108317
+15, 0.69555556, 0.48379753, 0.23406005
+16, 0.71333333, 0.50884444, 0.25892267
+17, 0.72000000, 0.51840000, 0.26873856
+18, 0.72222222, 0.52160494, 0.27207171
+19, 0.64444444, 0.41530864, 0.17248127
+20, 0.67111111, 0.45039012, 0.20285126
+21, 0.69111111, 0.47763457, 0.22813478
+22, 0.72666667, 0.52804444, 0.27883094
+23, 0.72222222, 0.52160494, 0.27207171
+24, 0.73111111, 0.53452346, 0.28571533
+25, 0.71777778, 0.51520494, 0.26543613
+26, 0.72000000, 0.51840000, 0.26873856
+27, 0.70666667, 0.49937778, 0.24937816
+28, 0.72666667, 0.52804444, 0.27883094
+29, 0.78666667, 0.61884444, 0.38296845
+30, 0.78000000, 0.60840000, 0.37015056
diff --git a/isingllm_magnetization__seed-54_model-phi4-mini:3.8b_size-30_temp-0.65_prompt-nr5.csv b/isingllm_magnetization__seed-54_model-phi4-mini:3.8b_size-30_temp-0.65_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1d2e639775b5d43f846aaa7ba0d1204bda89a276
--- /dev/null
+++ b/isingllm_magnetization__seed-54_model-phi4-mini:3.8b_size-30_temp-0.65_prompt-nr5.csv
@@ -0,0 +1,32 @@
+Step, Magnetization, M**2, M**4
+0, -0.02666667, 0.00071111, 0.00000051
+1, 0.19555556, 0.03824198, 0.00146245
+2, 0.30888889, 0.09541235, 0.00910352
+3, 0.40000000, 0.16000000, 0.02560000
+4, 0.51111111, 0.26123457, 0.06824350
+5, 0.54222222, 0.29400494, 0.08643890
+6, 0.53555556, 0.28681975, 0.08226557
+7, 0.52000000, 0.27040000, 0.07311616
+8, 0.49333333, 0.24337778, 0.05923274
+9, 0.51111111, 0.26123457, 0.06824350
+10, 0.53555556, 0.28681975, 0.08226557
+11, 0.50222222, 0.25222716, 0.06361854
+12, 0.52222222, 0.27271605, 0.07437404
+13, 0.49111111, 0.24119012, 0.05817268
+14, 0.50666667, 0.25671111, 0.06590059
+15, 0.50666667, 0.25671111, 0.06590059
+16, 0.51333333, 0.26351111, 0.06943811
+17, 0.50888889, 0.25896790, 0.06706437
+18, 0.53555556, 0.28681975, 0.08226557
+19, 0.47555556, 0.22615309, 0.05114522
+20, 0.47333333, 0.22404444, 0.05019591
+21, 0.51111111, 0.26123457, 0.06824350
+22, 0.47333333, 0.22404444, 0.05019591
+23, 0.48000000, 0.23040000, 0.05308416
+24, 0.50888889, 0.25896790, 0.06706437
+25, 0.50888889, 0.25896790, 0.06706437
+26, 0.44888889, 0.20150123, 0.04060275
+27, 0.52666667, 0.27737778, 0.07693843
+28, 0.48666667, 0.23684444, 0.05609529
+29, 0.43555556, 0.18970864, 0.03598937
+30, 0.49777778, 0.24778272, 0.06139627
diff --git a/isingllm_magnetization__seed-54_model-phi4-mini:3.8b_size-30_temp-0.75_prompt-nr5.csv b/isingllm_magnetization__seed-54_model-phi4-mini:3.8b_size-30_temp-0.75_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..01bf83239899022a32a5cd95b0a7672b27e3e09d
--- /dev/null
+++ b/isingllm_magnetization__seed-54_model-phi4-mini:3.8b_size-30_temp-0.75_prompt-nr5.csv
@@ -0,0 +1,32 @@
+Step, Magnetization, M**2, M**4
+0, -0.02666667, 0.00071111, 0.00000051
+1, 0.18444444, 0.03401975, 0.00115734
+2, 0.29555556, 0.08735309, 0.00763056
+3, 0.42444444, 0.18015309, 0.03245513
+4, 0.44666667, 0.19951111, 0.03980468
+5, 0.44888889, 0.20150123, 0.04060275
+6, 0.45777778, 0.20956049, 0.04391560
+7, 0.47333333, 0.22404444, 0.05019591
+8, 0.46222222, 0.21364938, 0.04564606
+9, 0.42444444, 0.18015309, 0.03245513
+10, 0.42666667, 0.18204444, 0.03314018
+11, 0.35555556, 0.12641975, 0.01598195
+12, 0.36444444, 0.13281975, 0.01764109
+13, 0.37555556, 0.14104198, 0.01989284
+14, 0.35111111, 0.12327901, 0.01519771
+15, 0.42888889, 0.18394568, 0.03383601
+16, 0.36000000, 0.12960000, 0.01679616
+17, 0.34888889, 0.12172346, 0.01481660
+18, 0.36000000, 0.12960000, 0.01679616
+19, 0.39111111, 0.15296790, 0.02339918
+20, 0.47333333, 0.22404444, 0.05019591
+21, 0.44666667, 0.19951111, 0.03980468
+22, 0.40222222, 0.16178272, 0.02617365
+23, 0.41555556, 0.17268642, 0.02982060
+24, 0.38222222, 0.14609383, 0.02134341
+25, 0.38666667, 0.14951111, 0.02235357
+26, 0.45777778, 0.20956049, 0.04391560
+27, 0.42222222, 0.17827160, 0.03178077
+28, 0.42222222, 0.17827160, 0.03178077
+29, 0.39555556, 0.15646420, 0.02448105
+30, 0.39111111, 0.15296790, 0.02339918
diff --git a/isingllm_magnetization__seed-54_model-phi4-mini:3.8b_size-30_temp-0.7_prompt-nr5.csv b/isingllm_magnetization__seed-54_model-phi4-mini:3.8b_size-30_temp-0.7_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fb45503b8b3f74b032932655efb07ec522803c7c
--- /dev/null
+++ b/isingllm_magnetization__seed-54_model-phi4-mini:3.8b_size-30_temp-0.7_prompt-nr5.csv
@@ -0,0 +1,32 @@
+Step, Magnetization, M**2, M**4
+0, -0.02666667, 0.00071111, 0.00000051
+1, 0.16666667, 0.02777778, 0.00077160
+2, 0.27333333, 0.07471111, 0.00558175
+3, 0.28000000, 0.07840000, 0.00614656
+4, 0.33111111, 0.10963457, 0.01201974
+5, 0.40888889, 0.16719012, 0.02795254
+6, 0.40888889, 0.16719012, 0.02795254
+7, 0.45111111, 0.20350123, 0.04141275
+8, 0.43111111, 0.18585679, 0.03454275
+9, 0.41333333, 0.17084444, 0.02918782
+10, 0.49111111, 0.24119012, 0.05817268
+11, 0.49777778, 0.24778272, 0.06139627
+12, 0.41111111, 0.16901235, 0.02856517
+13, 0.42666667, 0.18204444, 0.03314018
+14, 0.42666667, 0.18204444, 0.03314018
+15, 0.42666667, 0.18204444, 0.03314018
+16, 0.41333333, 0.17084444, 0.02918782
+17, 0.47333333, 0.22404444, 0.05019591
+18, 0.46000000, 0.21160000, 0.04477456
+19, 0.48000000, 0.23040000, 0.05308416
+20, 0.53333333, 0.28444444, 0.08090864
+21, 0.54222222, 0.29400494, 0.08643890
+22, 0.48222222, 0.23253827, 0.05407405
+23, 0.46444444, 0.21570864, 0.04653022
+24, 0.44666667, 0.19951111, 0.03980468
+25, 0.45111111, 0.20350123, 0.04141275
+26, 0.48222222, 0.23253827, 0.05407405
+27, 0.50444444, 0.25446420, 0.06475203
+28, 0.47333333, 0.22404444, 0.05019591
+29, 0.44444444, 0.19753086, 0.03901844
+30, 0.44444444, 0.19753086, 0.03901844
diff --git a/isingllm_magnetization__seed-54_model-phi4-mini:3.8b_size-30_temp-0.85_prompt-nr5.csv b/isingllm_magnetization__seed-54_model-phi4-mini:3.8b_size-30_temp-0.85_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c677b162b1cb04ab895618bb71abfe602239e750
--- /dev/null
+++ b/isingllm_magnetization__seed-54_model-phi4-mini:3.8b_size-30_temp-0.85_prompt-nr5.csv
@@ -0,0 +1,32 @@
+Step, Magnetization, M**2, M**4
+0, -0.02666667, 0.00071111, 0.00000051
+1, 0.18444444, 0.03401975, 0.00115734
+2, 0.26222222, 0.06876049, 0.00472801
+3, 0.32444444, 0.10526420, 0.01108055
+4, 0.34000000, 0.11560000, 0.01336336
+5, 0.34222222, 0.11711605, 0.01371617
+6, 0.30000000, 0.09000000, 0.00810000
+7, 0.28666667, 0.08217778, 0.00675319
+8, 0.33111111, 0.10963457, 0.01201974
+9, 0.38888889, 0.15123457, 0.02287189
+10, 0.31777778, 0.10098272, 0.01019751
+11, 0.36222222, 0.13120494, 0.01721474
+12, 0.31555556, 0.09957531, 0.00991524
+13, 0.32666667, 0.10671111, 0.01138726
+14, 0.36222222, 0.13120494, 0.01721474
+15, 0.41777778, 0.17453827, 0.03046361
+16, 0.34666667, 0.12017778, 0.01444270
+17, 0.29777778, 0.08867160, 0.00786265
+18, 0.33777778, 0.11409383, 0.01301740
+19, 0.32666667, 0.10671111, 0.01138726
+20, 0.33333333, 0.11111111, 0.01234568
+21, 0.37555556, 0.14104198, 0.01989284
+22, 0.36222222, 0.13120494, 0.01721474
+23, 0.31777778, 0.10098272, 0.01019751
+24, 0.31555556, 0.09957531, 0.00991524
+25, 0.32444444, 0.10526420, 0.01108055
+26, 0.32222222, 0.10382716, 0.01078008
+27, 0.33555556, 0.11259753, 0.01267820
+28, 0.32666667, 0.10671111, 0.01138726
+29, 0.35111111, 0.12327901, 0.01519771
+30, 0.36444444, 0.13281975, 0.01764109
diff --git a/isingllm_magnetization__seed-54_model-phi4-mini:3.8b_size-30_temp-1.0_prompt-nr5.csv b/isingllm_magnetization__seed-54_model-phi4-mini:3.8b_size-30_temp-1.0_prompt-nr5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..77c49ae541bb87546fe1ad45b61c9ea519d61cb6
--- /dev/null
+++ b/isingllm_magnetization__seed-54_model-phi4-mini:3.8b_size-30_temp-1.0_prompt-nr5.csv
@@ -0,0 +1,32 @@
+Step, Magnetization, M**2, M**4
+0, -0.02666667, 0.00071111, 0.00000051
+1, 0.16888889, 0.02852346, 0.00081359
+2, 0.21111111, 0.04456790, 0.00198630
+3, 0.24444444, 0.05975309, 0.00357043
+4, 0.26222222, 0.06876049, 0.00472801
+5, 0.28000000, 0.07840000, 0.00614656
+6, 0.28000000, 0.07840000, 0.00614656
+7, 0.30000000, 0.09000000, 0.00810000
+8, 0.35777778, 0.12800494, 0.01638526
+9, 0.36222222, 0.13120494, 0.01721474
+10, 0.28666667, 0.08217778, 0.00675319
+11, 0.28666667, 0.08217778, 0.00675319
+12, 0.28222222, 0.07964938, 0.00634402
+13, 0.33111111, 0.10963457, 0.01201974
+14, 0.35777778, 0.12800494, 0.01638526
+15, 0.30666667, 0.09404444, 0.00884436
+16, 0.27777778, 0.07716049, 0.00595374
+17, 0.29111111, 0.08474568, 0.00718183
+18, 0.26888889, 0.07230123, 0.00522747
+19, 0.26888889, 0.07230123, 0.00522747
+20, 0.27111111, 0.07350123, 0.00540243
+21, 0.28000000, 0.07840000, 0.00614656
+22, 0.27333333, 0.07471111, 0.00558175
+23, 0.30666667, 0.09404444, 0.00884436
+24, 0.27555556, 0.07593086, 0.00576550
+25, 0.24666667, 0.06084444, 0.00370205
+26, 0.25777778, 0.06644938, 0.00441552
+27, 0.24666667, 0.06084444, 0.00370205
+28, 0.28888889, 0.08345679, 0.00696504
+29, 0.26888889, 0.07230123, 0.00522747
+30, 0.25777778, 0.06644938, 0.00441552