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{
"reference_quantizer_parity": {
"synthetic_normalized_vectors": 4096,
"exact_four_layer_matches": 4096
},
"historical_text_to_sid_parity": "not established; historical preprocessing and cached embeddings are not included",
"embedding_smoke_test": {
"synthetic_texts": 2,
"device": "cpu",
"dtype": "float32",
"max_absolute_difference": 0.0,
"scope": "reference get_embedding with one text per call; not a historical dataset reproduction"
},
"synthetic_examples": [
{
"memory": "When a tool call fails, inspect the error, fix its arguments, and verify the returned result.",
"sid_codes": [
29,
12,
7,
3
],
"sid": "<SID_L1_29><SID_L2_12><SID_L3_7><SID_L4_3>"
},
{
"memory": "Compare two independent sources before accepting a factual claim.",
"sid_codes": [
24,
12,
0,
1
],
"sid": "<SID_L1_24><SID_L2_12><SID_L3_0><SID_L4_1>"
}
]
}