Download paper/numbers.tex from mkvn/quantization-cache-amplification: direct link, hf CLI and curl.
- Browser
- Download file 3.49 kB
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https://huggingface.co/datasets/mkvn/quantization-cache-amplification/resolve/main/paper/numbers.tex
- Command line
-
hf download hf://datasets/mkvn/quantization-cache-amplification/paper/numbers.tex
-
curl -L -o numbers.tex https://huggingface.co/datasets/mkvn/quantization-cache-amplification/resolve/main/paper/numbers.tex
3.49 kB
| % auto-generated by code/gen_numbers.py -- do not edit | |
| \newcommand{\nActiveParams}{39.7} | |
| \newcommand{\nAmpFactor}{1.54} | |
| \newcommand{\nAmplification}{10.7} | |
| \newcommand{\nBitsFreq}{1.51} | |
| \newcommand{\nBitsNoLdlq}{1.51} | |
| \newcommand{\nBitsNoRht}{1.51} | |
| \newcommand{\nBitsOurs}{1.51} | |
| \newcommand{\nBitsOursOne}{1.01} | |
| \newcommand{\nBitsOursTwo}{2.01} | |
| \newcommand{\nBitsRtnThree}{3.25} | |
| \newcommand{\nBitsRtnTwo}{2.25} | |
| \newcommand{\nCacheExperts}{2,543} | |
| \newcommand{\nCacheExpertsFP}{238} | |
| \newcommand{\nCacheFrac}{12.42} | |
| \newcommand{\nCacheFracFP}{1.16} | |
| \newcommand{\nDecodeFpEquiv}{2.4} | |
| \newcommand{\nDecodeGap}{25} | |
| \newcommand{\nDecodeGw}{1.20} | |
| \newcommand{\nDecodePacked}{0.22} | |
| \newcommand{\nDistinctEight}{38.2} | |
| \newcommand{\nDistinctOne}{8.0} | |
| \newcommand{\nDistinctThirtyTwo}{58.3} | |
| \newcommand{\nExpertMB}{9.44} | |
| \newcommand{\nExpertMBfp}{100.7} | |
| \newcommand{\nExpertSlots}{20,480} | |
| \newcommand{\nFootprintFP}{2,092} | |
| \newcommand{\nFootprintOne}{131} | |
| \newcommand{\nFootprintOnePFive}{196} | |
| \newcommand{\nFootprintTwo}{261} | |
| \newcommand{\nFusedBw}{116} | |
| \newcommand{\nFusedRatio}{1.32} | |
| \newcommand{\nGPUName}{NVIDIA RTX A500 Laptop GPU} | |
| \newcommand{\nHitRate}{35.5} | |
| \newcommand{\nHitRateFP}{5.8} | |
| \newcommand{\nHybridFifteen}{24.9} | |
| \newcommand{\nHybridFive}{10.6} | |
| \newcommand{\nHybridForty}{67.3} | |
| \newcommand{\nHybridTen}{18.4} | |
| \newcommand{\nHybridTwelve}{21.9} | |
| \newcommand{\nHybridTwentyFive}{38.2} | |
| \newcommand{\nHybridTwo}{4.9} | |
| \newcommand{\nIOatExpert}{5.46} | |
| \newcommand{\nLruFifteen}{37.0} | |
| \newcommand{\nLruFive}{0.0} | |
| \newcommand{\nLruForty}{66.0} | |
| \newcommand{\nLruTen}{0.0} | |
| \newcommand{\nLruTwelve}{25.3} | |
| \newcommand{\nLruTwentyFive}{48.4} | |
| \newcommand{\nLruTwo}{0.0} | |
| \newcommand{\nMBperTok}{3,021} | |
| \newcommand{\nMassTopQ}{44.9} | |
| \newcommand{\nNumRuns}{8} | |
| \newcommand{\nPCIe}{6.11} | |
| \newcommand{\nPPLFreq}{22.02} | |
| \newcommand{\nPPLNoLdlq}{7,701.98} | |
| \newcommand{\nPPLNoRht}{352.10} | |
| \newcommand{\nPPLOurs}{25.54} | |
| \newcommand{\nPPLOursOne}{156.07} | |
| \newcommand{\nPPLOursTwo}{12.17} | |
| \newcommand{\nPPLRtnThree}{10.49} | |
| \newcommand{\nPPLRtnTwo}{22,793.90} | |
| \newcommand{\nPPLfp}{8.11} | |
| \newcommand{\nPeakTflops}{6.94} | |
| \newcommand{\nRamCopy}{12.9} | |
| \newcommand{\nRandBest}{6.01} | |
| \newcommand{\nRandBestBlock}{1} | |
| \newcommand{\nRandBestThreads}{4} | |
| \newcommand{\nRandOneThread}{2.81} | |
| \newcommand{\nRandSmall}{0.49} | |
| \newcommand{\nReqDecode}{5.46} | |
| \newcommand{\nResidentGB}{2.42} | |
| \newcommand{\nReuseMean}{37.0} | |
| \newcommand{\nSeqRead}{4.79} | |
| \newcommand{\nSlots}{1,024} | |
| \newcommand{\nSlotsFP}{238} | |
| \newcommand{\nSpeedupOverFP}{16.4} | |
| \newcommand{\nStaticFifteen}{31.0} | |
| \newcommand{\nStaticFive}{13.5} | |
| \newcommand{\nStaticForty}{62.4} | |
| \newcommand{\nStaticMAE}{0.00} | |
| \newcommand{\nStaticTen}{22.9} | |
| \newcommand{\nStaticTwelve}{27.1} | |
| \newcommand{\nStaticTwentyFive}{45.1} | |
| \newcommand{\nStaticTwo}{6.2} | |
| \newcommand{\nTokSecBatch}{3.08} | |
| \newcommand{\nTokSecEight}{2.17} | |
| \newcommand{\nTokSecFP}{0.11} | |
| \newcommand{\nTokSecOne}{1.81} | |
| \newcommand{\nTokSecOneBit}{3.21} | |
| \newcommand{\nTokSecOneBitBatch}{5.48} | |
| \newcommand{\nTokSecTwoBit}{1.22} | |
| \newcommand{\nTokenWS}{128} | |
| \newcommand{\nTokenWSFrac}{12.5} | |
| \newcommand{\nTotalParams}{1,045.8} | |
| \newcommand{\nTraceTokens}{49,152} | |
| \newcommand{\nWorkSetKilo}{63.2} | |
| \newcommand{\nWorkSetOne}{8.0} | |
| \newcommand{\nWorkSetSixteen}{42.1} | |
| \newcommand{\nWorkSetSixtyFour}{56.6} | |
| \newcommand{\nZipfBias}{6.84} | |
| \newcommand{\nZipfMAE}{6.84} | |
| \newcommand{\nZipfS}{0.65} | |
| \newcommand{\nZipfSmeas}{0.65} | |