mirror of
https://github.com/Dynamis-Labs/spectralquant.git
synced 2026-10-19 00:39:46 -05:00
Complete repository for "3% Is All You Need: Breaking TurboQuant's Compression Limit via Spectral Structure" — submitted to arXiv. Includes source code, experiment scripts, raw results, paper (LaTeX + PDF), figures, tests, and full reproduction instructions.
65 lines
1.3 KiB
JSON
65 lines
1.3 KiB
JSON
{
|
|
"TQ_3bit": {
|
|
"cos": 0.8442779799799124,
|
|
"ratio": 5.019607843137255,
|
|
"avg_bits": 26112.0,
|
|
"mb": 46.792704,
|
|
"n": 300
|
|
},
|
|
"TQ_2bit": {
|
|
"cos": 0.7896283919115862,
|
|
"ratio": 7.314285714285714,
|
|
"avg_bits": 17920.0,
|
|
"mb": 32.11264,
|
|
"n": 300
|
|
},
|
|
"SQ_selQJL_v3": {
|
|
"cos": 0.8520470753808816,
|
|
"ratio": 5.91907514450867,
|
|
"avg_bits": 22144.0,
|
|
"mb": 39.682048,
|
|
"n": 300
|
|
},
|
|
"SQ_selQJL_v2tail": {
|
|
"cos": 0.8382596489290396,
|
|
"ratio": 7.211267605633803,
|
|
"avg_bits": 18176.0,
|
|
"mb": 32.571392,
|
|
"n": 300
|
|
},
|
|
"SQ_selQJL_v1tail": {
|
|
"cos": 0.7855205501119296,
|
|
"ratio": 9.225225225225225,
|
|
"avg_bits": 14208.0,
|
|
"mb": 25.460736,
|
|
"n": 300
|
|
},
|
|
"SQ_noQJL_v3": {
|
|
"cos": 0.8699580939114093,
|
|
"ratio": 5.953488372093023,
|
|
"avg_bits": 22016.0,
|
|
"mb": 39.452672,
|
|
"n": 300
|
|
},
|
|
"SQ_noQJL_v2tail": {
|
|
"cos": 0.8570824614167214,
|
|
"ratio": 7.26241134751773,
|
|
"avg_bits": 18048.0,
|
|
"mb": 32.342016,
|
|
"n": 300
|
|
},
|
|
"SQ_noQJL_v1tail": {
|
|
"cos": 0.8076587371528149,
|
|
"ratio": 9.309090909090909,
|
|
"avg_bits": 14080.0,
|
|
"mb": 25.23136,
|
|
"n": 300
|
|
},
|
|
"SQ_k1_noQJL_v2v1": {
|
|
"cos": 0.7719896718859672,
|
|
"ratio": 13.2987012987013,
|
|
"avg_bits": 9856.0,
|
|
"mb": 17.661952,
|
|
"n": 300
|
|
}
|
|
} |