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dl-trm-phase2-controller-kmeans-v256

row_index int64 0 11.4k	z_trace listlengths 16 16	trace_length int64 16 16	vocab_size int64 256 256	raw_puzzle_id stringclasses 760 values	route_id int64 1 11.4k	route_local_id int64 0 14	medoid_old_id int64 1 692k	selected_stage_a_example_index int64 0 3M	cluster_size int64 1 998
0	[ 81, 164, 28, 207, 214, 74, 188, 89, 149, 27, 38, 122, 78, 100, 209, 142 ]	16	256	8be77c9e	1	0	1	0	1
1	[ 58, 228, 2, 194, 229, 119, 65, 169, 209, 65, 236, 64, 167, 27, 134, 152 ]	16	256	8be77c9e	2	1	62	244	1
2	[ 235, 194, 16, 159, 27, 185, 83, 27, 167, 39, 27, 22, 0, 185, 22, 27 ]	16	256	8be77c9e	3	2	45	176	1
3	[ 81, 221, 17, 125, 102, 125, 229, 247, 170, 0, 185, 69, 189, 217, 234, 21 ]	16	256	8be77c9e	4	3	70	276	1
4	[ 147, 43, 245, 43, 245, 157, 69, 6, 92, 118, 43, 245, 209, 157, 234, 141 ]	16	256	8be77c9e	5	4	58	228	1
5	[ 147, 220, 157, 140, 157, 245, 113, 35, 214, 163, 53, 125, 86, 99, 124, 157 ]	16	256	8be77c9e	6	5	60	236	1
6	[ 58, 228, 219, 157, 51, 234, 232, 210, 222, 72, 32, 228, 221, 13, 110, 214 ]	16	256	8be77c9e	7	6	34	132	1
7	[ 97, 105, 13, 19, 198, 234, 234, 105, 207, 182, 113, 193, 215, 93, 39, 83 ]	16	256	8be77c9e	8	7	44	172	1
8	[ 147, 185, 2, 185, 2, 185, 2, 185, 2, 185, 2, 185, 2, 185, 2, 185 ]	16	256	8be77c9e	9	8	2	4	63
9	[ 148, 16, 89, 239, 124, 49, 124, 49, 29, 49, 124, 49, 124, 49, 124, 49 ]	16	256	8be77c9e	10	9	33	128	1
10	[ 147, 220, 157, 140, 157, 245, 113, 35, 214, 163, 53, 125, 86, 99, 124, 157 ]	16	256	8be77c9e	11	10	60	236	1
11	[ 147, 220, 157, 140, 157, 245, 113, 35, 214, 163, 53, 125, 86, 99, 124, 157 ]	16	256	8be77c9e	12	11	60	236	1
12	[ 147, 220, 157, 140, 157, 245, 113, 35, 214, 163, 53, 125, 86, 99, 124, 157 ]	16	256	8be77c9e	13	12	60	236	1
13	[ 147, 220, 157, 140, 157, 245, 113, 35, 214, 163, 53, 125, 86, 99, 124, 157 ]	16	256	8be77c9e	14	13	60	236	1
14	[ 147, 41, 2, 224, 2, 224, 2, 224, 2, 224, 2, 224, 2, 224, 2, 224 ]	16	256	8be77c9e	15	14	60	236	1
15	[ 135, 14, 105, 57, 111, 103, 43, 151, 179, 118, 164, 36, 34, 11, 255, 64 ]	16	256	b548a754	16	0	73	288	987
16	[ 147, 234, 188, 188, 83, 255, 79, 165, 30, 183, 111, 102, 189, 184, 48, 34 ]	16	256	b548a754	17	1	897	3,584	1
17	[ 196, 31, 152, 246, 131, 72, 142, 197, 1, 12, 50, 137, 91, 254, 232, 246 ]	16	256	b548a754	18	2	151	600	1
18	[ 249, 179, 27, 61, 59, 56, 134, 224, 136, 60, 198, 207, 77, 150, 83, 180 ]	16	256	b548a754	19	3	138	548	1
19	[ 97, 33, 171, 33, 92, 122, 199, 131, 109, 254, 191, 219, 74, 30, 191, 38 ]	16	256	b548a754	20	4	710	2,836	1
20	[ 235, 198, 165, 31, 197, 43, 243, 189, 63, 164, 33, 23, 160, 133, 202, 69 ]	16	256	b548a754	21	5	480	1,916	1
21	[ 81, 99, 166, 221, 201, 142, 33, 189, 139, 33, 246, 37, 145, 189, 118, 123 ]	16	256	b548a754	22	6	571	2,280	1
22	[ 81, 41, 13, 176, 205, 115, 221, 74, 205, 56, 255, 139, 65, 13, 226, 208 ]	16	256	b548a754	23	7	230	916	1
23	[ 81, 73, 174, 185, 153, 140, 19, 232, 92, 68, 66, 229, 80, 56, 252, 232 ]	16	256	b548a754	24	8	819	3,272	1
24	[ 10, 110, 169, 160, 7, 99, 77, 133, 145, 11, 25, 91, 120, 195, 250, 165 ]	16	256	b548a754	25	9	1,059	4,232	1
25	[ 10, 184, 186, 46, 205, 184, 49, 76, 55, 8, 46, 3, 194, 242, 113, 184 ]	16	256	b548a754	26	10	438	1,748	1
26	[ 235, 79, 42, 250, 8, 158, 236, 6, 50, 39, 211, 98, 250, 51, 66, 114 ]	16	256	b548a754	27	11	651	2,600	1
27	[ 147, 73, 166, 236, 48, 209, 200, 30, 227, 189, 159, 173, 101, 30, 170, 43 ]	16	256	b548a754	28	12	1,002	4,004	1
28	[ 196, 6, 42, 112, 68, 61, 194, 150, 41, 108, 49, 194, 142, 54, 168, 156 ]	16	256	b548a754	29	13	116	460	1
29	[ 147, 33, 17, 190, 17, 188, 229, 118, 38, 30, 38, 111, 165, 157, 207, 174 ]	16	256	b548a754	30	14	746	2,980	1
30	[ 148, 115, 2, 115, 131, 61, 115, 211, 158, 183, 238, 56, 112, 44, 154, 25 ]	16	256	1f0c79e5	31	0	1,074	4,292	993
31	[ 225, 110, 6, 39, 112, 133, 112, 133, 112, 133, 112, 133, 112, 133, 158, 133 ]	16	256	1f0c79e5	32	1	1,172	4,782	1
32	[ 196, 2, 155, 248, 56, 198, 73, 142, 45, 216, 221, 150, 185, 57, 132, 90 ]	16	256	1f0c79e5	33	2	1,979	8,817	1
33	[ 81, 33, 185, 187, 164, 201, 33, 231, 103, 227, 169, 52, 172, 181, 123, 30 ]	16	256	1f0c79e5	34	3	1,833	8,087	1
34	[ 107, 42, 117, 167, 155, 183, 36, 214, 221, 36, 205, 12, 247, 50, 50, 145 ]	16	256	1f0c79e5	35	4	1,179	4,817	1
35	[ 138, 182, 159, 4, 204, 102, 123, 31, 204, 178, 128, 174, 167, 128, 227, 35 ]	16	256	1f0c79e5	36	5	1,935	8,597	1
36	[ 107, 68, 207, 36, 122, 234, 31, 149, 158, 156, 98, 250, 13, 219, 189, 128 ]	16	256	1f0c79e5	37	6	1,590	6,872	1
37	[ 81, 150, 207, 77, 115, 80, 94, 79, 170, 134, 56, 63, 185, 171, 131, 8 ]	16	256	1f0c79e5	38	7	1,922	8,532	1
38	[ 106, 156, 243, 104, 55, 128, 2, 212, 55, 133, 116, 2, 72, 66, 204, 157 ]	16	256	1f0c79e5	39	8	1,793	7,887	1
39	[ 81, 150, 207, 77, 115, 80, 94, 79, 170, 134, 56, 63, 185, 171, 131, 8 ]	16	256	1f0c79e5	40	9	1,922	8,532	1
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41	[ 81, 150, 207, 77, 115, 80, 94, 79, 170, 134, 56, 63, 185, 171, 131, 8 ]	16	256	1f0c79e5	42	11	1,922	8,532	1
42	[ 81, 150, 207, 77, 115, 80, 94, 79, 170, 134, 56, 63, 185, 171, 131, 8 ]	16	256	1f0c79e5	43	12	1,922	8,532	1
43	[ 81, 150, 207, 77, 115, 80, 94, 79, 170, 134, 56, 63, 185, 171, 131, 8 ]	16	256	1f0c79e5	44	13	1,922	8,532	1
44	[ 81, 150, 207, 77, 115, 80, 94, 79, 170, 134, 56, 63, 185, 171, 131, 8 ]	16	256	1f0c79e5	45	14	1,922	8,532	1
45	[ 225, 7, 224, 206, 218, 47, 66, 202, 1, 61, 63, 18, 37, 201, 254, 226 ]	16	256	8d5021e8	46	0	2,075	9,297	989
46	[ 235, 123, 151, 66, 179, 118, 247, 66, 167, 204, 233, 27, 167, 26, 66, 167 ]	16	256	8d5021e8	47	1	2,961	12,841	1
47	[ 97, 63, 221, 63, 74, 130, 115, 123, 102, 68, 123, 102, 68, 123, 2, 185 ]	16	256	8d5021e8	48	2	2,945	12,777	1
48	[ 235, 185, 185, 83, 0, 2, 46, 83, 64, 27, 39, 50, 83, 14, 27, 105 ]	16	256	8d5021e8	49	3	2,351	10,401	1
49	[ 143, 205, 214, 207, 98, 189, 91, 185, 65, 27, 137, 207, 98, 189, 91, 72 ]	16	256	8d5021e8	50	4	2,614	11,453	1
50	[ 147, 123, 159, 224, 22, 109, 57, 236, 7, 35, 5, 234, 164, 159, 110, 123 ]	16	256	8d5021e8	51	5	2,319	10,273	1
51	[ 107, 142, 215, 63, 146, 123, 94, 215, 133, 146, 123, 94, 199, 208, 37, 185 ]	16	256	8d5021e8	52	6	2,807	12,225	1
52	[ 58, 131, 22, 76, 83, 214, 131, 185, 134, 56, 55, 2, 194, 83, 214, 253 ]	16	256	8d5021e8	53	7	2,687	11,745	1
53	[ 81, 55, 207, 185, 19, 56, 0, 189, 55, 165, 185, 185, 185, 185, 78, 130 ]	16	256	8d5021e8	54	8	2,173	9,689	1
54	[ 107, 130, 234, 41, 60, 0, 41, 108, 193, 28, 155, 41, 28, 108, 54, 205 ]	16	256	8d5021e8	55	9	2,186	9,741	1
55	[ 58, 194, 115, 83, 155, 83, 155, 83, 216, 14, 155, 83, 216, 14, 155, 83 ]	16	256	8d5021e8	56	10	2,280	10,117	1
56	[ 97, 86, 112, 182, 7, 117, 233, 244, 192, 39, 89, 39, 66, 39, 113, 173 ]	16	256	8d5021e8	57	11	2,597	11,385	1
57	[ 107, 160, 94, 4, 238, 12, 111, 230, 78, 61, 146, 189, 94, 40, 114, 38 ]	16	256	8d5021e8	58	12	2,428	10,709	1
58	[ 235, 185, 185, 83, 0, 2, 46, 83, 64, 27, 39, 50, 83, 14, 27, 105 ]	16	256	8d5021e8	59	13	2,351	10,401	1
59	[ 235, 185, 185, 83, 0, 2, 46, 83, 64, 27, 39, 50, 83, 14, 27, 105 ]	16	256	8d5021e8	60	14	2,351	10,401	1
60	[ 84, 65, 44, 32, 254, 254, 220, 254, 236, 30, 236, 22, 120, 254, 151, 206 ]	16	256	41e4d17e	61	0	3,076	13,301	989
61	[ 84, 156, 31, 156, 72, 240, 205, 31, 208, 120, 103, 145, 31, 103, 69, 208 ]	16	256	41e4d17e	62	1	3,560	14,753	1
62	[ 84, 226, 31, 13, 13, 193, 193, 163, 68, 72, 0, 82, 149, 219, 111, 12 ]	16	256	41e4d17e	63	2	3,988	16,037	1
63	[ 235, 90, 217, 149, 217, 149, 217, 149, 38, 109, 69, 98, 150, 57, 149, 57 ]	16	256	41e4d17e	64	3	3,379	14,210	1
64	[ 10, 217, 68, 40, 95, 162, 200, 5, 200, 68, 95, 68, 162, 219, 68, 200 ]	16	256	41e4d17e	65	4	3,993	16,052	1
65	[ 225, 133, 128, 98, 48, 240, 103, 240, 244, 65, 201, 175, 2, 20, 92, 87 ]	16	256	41e4d17e	66	5	3,139	13,490	1
66	[ 84, 87, 176, 46, 18, 218, 205, 111, 86, 133, 231, 46, 188, 111, 87, 205 ]	16	256	41e4d17e	67	6	3,544	14,705	1
67	[ 235, 31, 193, 209, 237, 22, 255, 151, 54, 193, 64, 1, 229, 234, 199, 96 ]	16	256	41e4d17e	68	7	3,614	14,915	1
68	[ 147, 110, 35, 248, 59, 166, 80, 28, 189, 114, 248, 59, 227, 122, 36, 189 ]	16	256	41e4d17e	69	8	3,500	14,573	1
69	[ 249, 39, 86, 14, 158, 113, 45, 54, 255, 217, 80, 3, 34, 121, 167, 94 ]	16	256	41e4d17e	70	9	3,596	14,861	1
70	[ 84, 31, 193, 207, 95, 110, 185, 92, 43, 149, 149, 150, 2, 181, 95, 46 ]	16	256	41e4d17e	71	10	3,216	13,721	1
71	[ 24, 156, 13, 154, 213, 208, 61, 55, 156, 224, 216, 119, 13, 142, 41, 116 ]	16	256	41e4d17e	72	11	3,238	13,787	1
72	[ 138, 105, 22, 79, 79, 64, 244, 175, 244, 25, 177, 6, 236, 37, 254, 22 ]	16	256	41e4d17e	73	12	4,036	16,181	1
73	[ 147, 110, 35, 248, 59, 166, 80, 28, 189, 114, 248, 59, 227, 122, 36, 189 ]	16	256	41e4d17e	74	13	3,500	14,573	1
74	[ 147, 110, 35, 248, 59, 166, 80, 28, 189, 114, 248, 59, 227, 122, 36, 189 ]	16	256	41e4d17e	75	14	3,500	14,573	1
75	[ 126, 12, 98, 198, 36, 91, 205, 123, 25, 111, 52, 48, 209, 92, 208, 174 ]	16	256	3bdb4ada	76	0	4,077	16,304	991
76	[ 241, 195, 53, 226, 53, 217, 243, 184, 51, 137, 116, 61, 208, 116, 120, 137 ]	16	256	3bdb4ada	77	1	4,914	18,815	1
77	[ 196, 98, 136, 136, 89, 57, 121, 111, 200, 16, 95, 59, 20, 230, 168, 202 ]	16	256	3bdb4ada	78	2	4,141	16,496	1
78	[ 24, 7, 102, 158, 175, 80, 170, 177, 254, 141, 69, 152, 108, 6, 130, 6 ]	16	256	3bdb4ada	79	3	4,482	17,519	1
79	[ 106, 45, 51, 237, 111, 134, 96, 254, 75, 181, 87, 218, 116, 47, 31, 51 ]	16	256	3bdb4ada	80	4	4,734	18,275	1
80	[ 241, 201, 4, 204, 163, 27, 154, 8, 80, 65, 222, 175, 244, 128, 109, 151 ]	16	256	3bdb4ada	81	5	4,289	16,940	1
81	[ 241, 170, 155, 124, 11, 226, 31, 226, 52, 213, 144, 117, 127, 230, 252, 177 ]	16	256	3bdb4ada	82	6	4,541	17,696	1
82	[ 97, 74, 20, 182, 171, 85, 254, 1, 15, 12, 150, 77, 202, 109, 175, 6 ]	16	256	3bdb4ada	83	7	4,272	16,889	1
83	[ 143, 85, 73, 98, 191, 238, 209, 255, 160, 145, 223, 178, 101, 40, 35, 98 ]	16	256	3bdb4ada	84	8	4,340	17,093	1
84	[ 143, 44, 86, 1, 204, 48, 208, 120, 132, 208, 116, 222, 200, 180, 86, 78 ]	16	256	3bdb4ada	85	9	4,924	18,845	1
85	[ 106, 13, 48, 160, 231, 127, 78, 120, 103, 220, 120, 254, 89, 16, 37, 29 ]	16	256	3bdb4ada	86	10	4,573	17,792	1
86	[ 241, 170, 155, 124, 11, 226, 31, 226, 52, 213, 144, 117, 127, 230, 252, 177 ]	16	256	3bdb4ada	87	11	4,541	17,696	1
87	[ 241, 170, 155, 124, 11, 226, 31, 226, 52, 213, 144, 117, 127, 230, 252, 177 ]	16	256	3bdb4ada	88	12	4,541	17,696	1
88	[ 241, 170, 155, 124, 11, 226, 31, 226, 52, 213, 144, 117, 127, 230, 252, 177 ]	16	256	3bdb4ada	89	13	4,541	17,696	1
89	[ 241, 170, 155, 124, 11, 226, 31, 226, 52, 213, 144, 117, 127, 230, 252, 177 ]	16	256	3bdb4ada	90	14	4,541	17,696	1
90	[ 24, 0, 164, 247, 255, 56, 162, 142, 164, 247, 7, 236, 108, 82, 164, 96 ]	16	256	d2abd087	91	0	5,078	19,307	1
91	[ 126, 142, 66, 152, 167, 61, 66, 66, 216, 216, 112, 233, 67, 103, 59, 206 ]	16	256	d2abd087	92	1	5,746	21,979	1
92	[ 10, 128, 183, 231, 18, 226, 90, 44, 25, 181, 174, 132, 158, 133, 212, 146 ]	16	256	d2abd087	93	2	5,217	19,863	1
93	[ 241, 231, 171, 168, 68, 200, 37, 222, 176, 78, 61, 51, 151, 198, 33, 71 ]	16	256	d2abd087	94	3	5,955	22,815	1
94	[ 81, 111, 219, 213, 64, 208, 246, 95, 34, 184, 142, 246, 95, 226, 5, 30 ]	16	256	d2abd087	95	4	5,511	21,039	1
95	[ 148, 7, 161, 242, 212, 133, 224, 132, 39, 212, 133, 15, 132, 39, 212, 42 ]	16	256	d2abd087	96	5	5,760	22,035	1
96	[ 10, 33, 158, 183, 158, 183, 158, 183, 158, 183, 158, 183, 158, 183, 158, 183 ]	16	256	d2abd087	97	6	6,051	23,199	1
97	[ 148, 173, 17, 110, 133, 200, 86, 212, 86, 212, 86, 212, 86, 212, 86, 212 ]	16	256	d2abd087	98	7	5,140	19,555	1
98	[ 241, 33, 53, 33, 53, 33, 53, 33, 53, 33, 53, 33, 88, 33, 53, 124 ]	16	256	d2abd087	99	8	5,171	19,679	1
99	[ 241, 29, 231, 133, 237, 83, 32, 155, 237, 71, 131, 222, 95, 14, 155, 86 ]	16	256	d2abd087	100	9	5,349	20,391	1

End of preview. Expand in Data Studio

DL-TRM Phase 2 Controller K-Means V256

Discrete Z traces produced by k-means over Phase 1 controller deltas.

Source trace artifact: phase1_real_medoid_route_trace_shards
Input signal: medoid_controller_delta_trace[1:]
Input shape before quantization: [11400, 16, 512]
Output Z trace shape: [11400, 16]
Vocabulary size: 256
Token id base: 0

Diagnostics

{
  "used_codes": 256,
  "dead_codes": 0,
  "perplexity": 244.03568219976052,
  "unique_traces": 9225,
  "top_trace_fraction": 0.0010526315789473684,
  "adjacent_repeat_fraction": 0.01948538050055504
}

Files

data/train.jsonl: viewer-friendly rows with raw_puzzle_id, route_id, route_local_id, and z_trace
z_traces.pt: tensor package with all traces and route metadata
codebook.pt: normalized k-means centers
diagnostics.json: code usage and trace-diversity diagnostics
z_trace_manifest.json: artifact schema and source metadata

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