{ "test_name": "turboquant_open_test_local", "files": 38, "chunks": 57, "approximate_tokens": 35681, "token_count_source": "approximate_bytes_div_4", "dimensions": 384, "vector_count": 57, "compression_ratio": 5.875973154362416, "compressed_bytes": 14900, "original_bytes_estimate": 87552, "compress_ms": 39.98833300000001, "recall_at_1": 0.6, "recall_at_5": 0.9, "mae": 7.505107646466058e-16, "mse": 9.520565049886086e-31, "p95_abs_error": 1.7763568394002505e-15, "algorithm_level": "LEVEL_0_TURBOQUANT_INSPIRED_MVP", "format_version": 3, "include_qjl": false, "warnings": [ "LEVEL_0_TURBOQUANT_INSPIRED_MVP: This is a proof-of-concept implementation", "Uniform quantizer has fixed step size - may not be optimal for all distributions", "QJL residual sketch/correction is not implemented in LEVEL_0." ] }