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8 values
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arithmetic/random_2_seed1
arithmetic
2
1
sum
2631.99
[ "-0.01 + 2377", "Work out 110 - -145." ]
[ "2376.99", "255" ]
arithmetic/random_5_seed1
arithmetic
5
1
sum
9555.777
[ "1313 - -13", "434 - -193.8", "What is -327 take away 0.023?", "What is 794 less than 95?", "Add 545 and 8083." ]
[ "1326", "627.8", "-327.023", "-699", "8628" ]
arithmetic/random_10_seed1
arithmetic
10
1
sum
-147380.3
[ "Work out 29.8 + -0.18.", "What is -0.075 take away 18.09?", "Total of -0.044 and -0.18.", "Subtract 66969 from 23.", "Subtract -1542 from -0.01.", "Calculate -181 + -226.", "Add 79.9 and 500.", "What is the difference between 0.119 and -27108?", "Sum 3.3 and 0.26.", "Total of -109272 and -0.1." ]
[ "29.62", "-18.165", "-0.224", "-66946", "1541.99", "-407", "579.9", "27108.119", "3.56", "-109272.1" ]
arithmetic/random_20_seed1
arithmetic
20
1
sum
-15937.427767
[ "What is 0.7 take away 271816?", "What is 0.28 take away -4.4?", "Work out -0.02373 - 73.", "Work out 2625 - -0.4.", "Sum -24 and -1.268.", "-36057+-21", "Put together 362 and 13.6.", "Work out -5112 - 77.", "Subtract 56656.9 from 0.5.", "Calculate 0.009 - 0.3.", "Work out -260 - -0.02.", "Wha...
[ "-271815.3", "4.68", "-73.02373", "2625.4", "-25.268", "-36078", "375.6", "-5189", "-56656.4", "-0.291", "-259.98", "-347.03", "3.845563", "-6122", "18654.87", "338198", "207.5414", "-1.802", "568", "-7.27" ]
arithmetic/random_50_seed1
arithmetic
50
1
sum
-421546.1505
[ "Work out 43836.1 + -33.", "What is -0.2966 plus -73?", "Subtract 2.05 from 2.08.", "What is -4 - 172.1?", "Calculate 0.41555 - -3.1.", "Subtract -3.2 from 793.", "Put together 0.06 and -383.", "What is -2.2 take away 5488?", "-1+-3485.9", "Put together -0.064 and 30.", "Work out -1 + -0.04.", ...
[ "43803.1", "-73.2966", "0.03", "-176.1", "3.51555", "796.2", "-382.94", "-5490.2", "-3486.9", "29.936", "-1.04", "27.8", "246.492", "-0.1122", "1.67", "15924.1", "-1816", "-15354.5", "58646.69", "205", "14425.9", "311.88", "54.63", "-32.039", "5690.5", "15425.32", ...
arithmetic/random_100_seed1
arithmetic
100
1
sum
-8830583.931616
[ "What is -5 - 72726?", "What is 13288 + 3?", "Add together -0.1 and 637.", "202028 + 0.08", "0.2 - 3220", "Add together 4 and -171456.", "Add 2 and -12312.", "What is -5517 less than -3?", "Sum -24 and -1.268.", "What is 129 less than 3293?", "Work out -43 + -0.7.", "Add -6780455 and -0.1.", ...
[ "-72731", "13291", "636.9", "202028.08", "-3219.8", "-171452", "-12310", "5514", "-25.268", "3164", "-43.7", "-6780455.1", "-137671", "383.8", "-4347.1", "-0.07008", "961.66", "-12.93", "-2.263", "1328.974", "-4.222402", "-2789.6", "-669", "35102.9", "-559.61", "0.9...
arithmetic/random_200_seed1
arithmetic
200
1
sum
-112968.2505615
[ "What is -370.49 minus 100?", "Total of 0.236 and -1.75.", "Work out 8.5 - -114.", "What is the difference between 307 and 0.11?", "Work out 43836.1 + -33.", "Add together -0.1 and 637.", "What is 0.927 take away -298.7?", "Calculate -0.4 - 4148.", "Subtract -13.9 from 3.", "What is -0.2966 plus -...
[ "-470.49", "-1.514", "122.5", "306.89", "43803.1", "636.9", "299.627", "-4148.4", "16.9", "-73.2966", "24926.6", "-0.133", "-79622.8", "273631", "-2.9632", "562", "-10.037786", "-1895.5", "-929.5", "-651", "61.2", "-1205", "-0.0113", "4.48", "82307.9", "-8851", "-...
arithmetic/random_500_seed1
arithmetic
500
1
sum
-8439726.38918231
[ "Sum -10 and -52539.", "What is -27 - 4216.2?", "Calculate 12810 - -2.", "0.3539 - 5", "Put together -22456 and 5.", "What is -7.84 - -0.0455?", "What is 2847 take away 1?", "What is 32.79 take away 7?", "Total of 0.236 and -1.75.", "What is -13 take away 0.0376?", "What is -19.4 minus -2.636?",...
[ "-52549", "-4243.2", "12812", "-4.6461", "-22451", "-7.7945", "2846", "25.79", "-1.514", "-13.0376", "-16.764", "-3787.7", "-14647", "7168.6", "2685", "0.272226", "-101915.21", "365", "-50.321", "-171452", "297491.4", "0.542", "4.68", "9918.1", "-66.532", "-0.399", ...
arithmetic/random_1000_seed1
arithmetic
1,000
1
sum
3311747.809894
[ "What is -0.188 + -0.814?", "What is -5 - 72726?", "Total of 0.3 and 170.7.", "Work out 29.8 + -0.18.", "What is -27 - 4216.2?", "Put together -22456 and 5.", "Work out 225007 - 2.", "What is 7 take away -45.4?", "Calculate 153 + -0.05.", "What is 0.416 take away 0.13?", "9 - -5279", "What is ...
[ "-1.002", "-72731", "171", "29.62", "-4243.2", "-22451", "225005", "52.4", "152.95", "0.286", "5288", "95.1", "276.06", "489.588", "-8.06", "-271815.3", "213.49", "432.7", "-1.514", "-13.0376", "22.1", "306.89", "-16.764", "25", "94449", "7168.6", "1.05", "-66.4...
arithmetic/random_2000_seed1
arithmetic
2,000
1
sum
5744052.51442479
[ "What is -0.188 + -0.814?", "Sum 259 and -46.", "-9259432 + 1", "What is -5 - 72726?", "Total of 0.3 and 170.7.", "Work out 29.8 + -0.18.", "What is 19450 minus -0.8?", "What is -27 - 4216.2?", "What is 0.4 plus 0.455?", "Calculate 0.121 - 7.26.", "What is -18968 plus -1.1?", "Calculate 12810 ...
[ "-1.002", "213", "-9259431", "-72731", "171", "29.62", "19450.8", "-4243.2", "0.855", "-7.139", "-18969.1", "12812", "-4.6461", "-22451", "225005", "4953.92", "52.4", "-693.9", "152.95", "13291", "0.286", "330.2", "5288", "95.1", "0.3542", "-7.7945", "2846", "27...
arithmetic/random_2_seed2
arithmetic
2
2
sum
-1288.306
[ "Sum -2618 and 0.72.", "Work out 1328 + 0.974." ]
[ "-2617.28", "1328.974" ]
arithmetic/random_5_seed2
arithmetic
5
2
sum
2925229.337
[ "Subtract 84 from -5.427.", "Put together 2925649 and -2.", "Work out -765 - -12.", "What is the distance between 0.236 and 59?", "Work out 301 + 65." ]
[ "-89.427", "2925647", "-753", "58.764", "366" ]
arithmetic/random_10_seed2
arithmetic
10
2
sum
6785.307
[ "Total of -123 and -3.34.", "What is the difference between -1.5 and -1147.74?", "What is -11121 minus -73?", "What is -0.3 + 14170?", "Work out -0.3 + -1428.68.", "Calculate 1.6 + 109.", "-2.6 + 220.45", "What is 0.01 less than -4313?", "What is 8186 plus -0.064?", "-128.699 - -0.01" ]
[ "-126.34", "1146.24", "-11048", "14169.7", "-1428.98", "110.6", "217.85", "-4313.01", "8185.936", "-128.689" ]
arithmetic/random_20_seed2
arithmetic
20
2
sum
-1446202.928308
[ "Subtract -72111 from 0.06.", "Put together 12193 and -7.", "What is 201 less than -5?", "What is -4 plus -0.9914?", "Work out -227472 - 0.03.", "Work out 6425 - -10.", "Calculate -223 - -2605.", "Calculate -3.145 - 2.", "Add together -29802 and -0.01.", "What is -3 plus 0.028592?", "-2 - 257", ...
[ "72111.06", "12186", "-206", "-4.9914", "-227472.03", "6435", "2382", "-5.145", "-29802.01", "-2.971408", "-259", "1270", "-268", "141.9", "-140", "-1321295", "-13571.6", "640.979", "51664.98", "-8.0995" ]
arithmetic/random_50_seed2
arithmetic
50
2
sum
4110395.073228
[ "What is -370.49 minus 100?", "What is 0 take away 839?", "Calculate -4 - -387.8.", "Put together -592 and -0.03.", "Subtract -722667 from -4.", "What is 1 less than -494?", "What is -4 plus -0.9914?", "What is -3 take away 1091.3?", "-7 + 0.35", "-0.3 - 67.744", "What is the difference between ...
[ "-470.49", "-839", "383.8", "-592.03", "722663", "-495", "-4.9914", "-1094.3", "-6.65", "-68.044", "3491598", "0.21037", "-56656.4", "3.552818", "-6.03", "14169.7", "-32328", "-0.57711", "54.63", "16634", "1686.3", "26072.6", "-1350", "-1.29", "-0.126", "-19.5", "...
arithmetic/random_100_seed2
arithmetic
100
2
sum
-8010772.800272
[ "Total of 0.3 and 170.7.", "Work out 225007 - 2.", "What is 7 take away -45.4?", "0.2 - 3220", "What is -0.3 minus -151136.1?", "Total of 0.4 and 297491.", "Add 2 and -12312.", "What is -0.4 - 892?", "Subtract 0 from -701.", "Put together -15 and -2600.", "What is 305 minus -59?", "-8.1 - 4536...
[ "171", "225005", "52.4", "-3219.8", "151135.8", "297491.4", "-12310", "-892.4", "-701", "-2615", "364", "-4544.1", "-0.133", "-1247.8", "0.4679", "-23.27", "-8.736", "14003", "-651", "-18.192", "26.008", "-136.2", "48.6", "-0.742", "-90.67", "1.162", "-87042.4", ...
arithmetic/random_200_seed2
arithmetic
200
2
sum
-22044636.0887467
[ "Total of 0.3 and 170.7.", "Calculate 0.121 - 7.26.", "Add 0.2 and 52.3.", "What is -370.49 minus 100?", "What is 38 plus -15.9?", "What is -19.4 minus -2.636?", "Calculate -47 - 135639.", "What is 0.927 take away -298.7?", "What is -104752 - 0.19?", "Work out 15 + 908.2.", "Work out -4 + 4.542....
[ "171", "-7.139", "52.5", "-470.49", "22.1", "-16.764", "-135686", "299.627", "-104752.19", "923.2", "0.542", "-0.399", "0.45366", "12186", "-30.6", "-0.2129127", "-79622.8", "14003", "-7.016", "83.1309", "64.251", "-3302.2", "1029", "1803", "851", "3858", "5.02727...
arithmetic/random_500_seed2
arithmetic
500
2
sum
15268732.8385272
[ "Sum -10 and -52539.", "Total of 0.3 and 170.7.", "Calculate 0.121 - 7.26.", "What is 330.9 - 0.7?", "What is 276 + 0.06?", "What is -370.49 minus 100?", "What is -116938 minus -0.2?", "What is 0.7 take away 271816?", "What is -964 take away 28?", "Add together -0.1 and 637.", "Work out -0.4 + 7...
[ "-52549", "171", "-7.139", "330.2", "276.06", "-470.49", "-116937.8", "-271815.3", "-992", "636.9", "7168.6", "-1498", "-104752.19", "209.8", "72111.06", "-892.4", "146681", "-5.251", "12186", "5514", "3.93", "-1029.3", "43.2", "364", "3164", "-10405", "-43.7", ...
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Understanding LLM Performance Degradation in Multi-Instance Processing: The Roles of Instance Count and Context Length

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Beyond the Parity dataset (synthetic), all other datasets are publicly available. Their sources are listed below:

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