Datasets:

tahamajs
/

bitcoin-sllm-instruct

id stringlengths 20 24	task stringclasses 3 values	split stringclasses 1 value	instruction stringclasses 3 values	input stringlengths 1.3k 3.22k	output stringlengths 17 35	meta dict
2018-02-01_direction_cls	direction_cls	train	Predict whether BTC/USD will be UP (>+2%), FLAT (−2%..+2%), or DOWN (<−2%) 10 calendar days after the given date. Return JSON: {"class":"up\|flat\|down","r10":<float>}.	{"date":"2018-02-01","features":{"asof_close":10221.099609375,"ret_1d":0.011359232053877344,"ret_7d":-0.10020782278168916,"ret_30d":-0.25159626693594617,"ma_5":10970.1599609375,"ma_20":11831.705078125,"ma5_gt_ma20":false,"rsi_14":37.59082575015529,"vol_20_annualized":1.0297065571944088,"gold":1344.300048828125,"oil":65...	{"class":"down","r10":-0.204589}	{ "date": "2018-02-01" }
2018-02-01_return_reg	return_reg	train	Estimate the 10-day forward log return of BTC/USD from the given date. Return JSON: {"r10_log":<float>}.	{"date":"2018-02-01","features":{"asof_close":10221.099609375,"ret_1d":0.011359232053877344,"ret_7d":-0.10020782278168916,"ret_30d":-0.25159626693594617,"ma_5":10970.1599609375,"ma_20":11831.705078125,"ma5_gt_ma20":false,"rsi_14":37.59082575015529,"vol_20_annualized":1.0297065571944088,"gold":1344.300048828125,"oil":65...	{"r10_log":-0.228897}	{ "date": "2018-02-01" }
2018-02-01_maxdd_cls	maxdd_cls	train	Classify the next-10-day max drawdown (vs today’s close) as low(>−3%), med(−3%..−8%), or high(≤−8%). Return JSON: {"bucket":"low\|med\|high","maxdd":<float>}.	{"date":"2018-02-01","features":{"asof_close":10221.099609375,"ret_1d":0.011359232053877344,"ret_7d":-0.10020782278168916,"ret_30d":-0.25159626693594617,"ma_5":10970.1599609375,"ma_20":11831.705078125,"ma5_gt_ma20":false,"rsi_14":37.59082575015529,"vol_20_annualized":1.0297065571944088,"gold":1344.300048828125,"oil":65...	{"bucket":"high","maxdd":-0.319518}	{ "date": "2018-02-01" }
2018-02-02_direction_cls	direction_cls	train	Predict whether BTC/USD will be UP (>+2%), FLAT (−2%..+2%), or DOWN (<−2%) 10 calendar days after the given date. Return JSON: {"class":"up\|flat\|down","r10":<float>}.	{"date":"2018-02-02","features":{"asof_close":9170.5400390625,"ret_1d":-0.1027834196380305,"ret_7d":-0.18552145576968415,"ret_30d":-0.3879002090385206,"ma_5":10516.1279296875,"ma_20":11591.202099609374,"ma5_gt_ma20":false,"rsi_14":33.30267269874963,"vol_20_annualized":1.0600969940349918,"gold":1333.699951171875,"oil":6...	{"class":"down","r10":-0.026604}	{ "date": "2018-02-02" }
2018-02-02_return_reg	return_reg	train	Estimate the 10-day forward log return of BTC/USD from the given date. Return JSON: {"r10_log":<float>}.	{"date":"2018-02-02","features":{"asof_close":9170.5400390625,"ret_1d":-0.1027834196380305,"ret_7d":-0.18552145576968415,"ret_30d":-0.3879002090385206,"ma_5":10516.1279296875,"ma_20":11591.202099609374,"ma5_gt_ma20":false,"rsi_14":33.30267269874963,"vol_20_annualized":1.0600969940349918,"gold":1333.699951171875,"oil":6...	{"r10_log":-0.026964}	{ "date": "2018-02-02" }
2018-02-02_maxdd_cls	maxdd_cls	train	Classify the next-10-day max drawdown (vs today’s close) as low(>−3%), med(−3%..−8%), or high(≤−8%). Return JSON: {"bucket":"low\|med\|high","maxdd":<float>}.	{"date":"2018-02-02","features":{"asof_close":9170.5400390625,"ret_1d":-0.1027834196380305,"ret_7d":-0.18552145576968415,"ret_30d":-0.3879002090385206,"ma_5":10516.1279296875,"ma_20":11591.202099609374,"ma5_gt_ma20":false,"rsi_14":33.30267269874963,"vol_20_annualized":1.0600969940349918,"gold":1333.699951171875,"oil":6...	{"bucket":"high","maxdd":-0.241564}	{ "date": "2018-02-02" }
2018-02-03_direction_cls	direction_cls	train	Predict whether BTC/USD will be UP (>+2%), FLAT (−2%..+2%), or DOWN (<−2%) 10 calendar days after the given date. Return JSON: {"class":"up\|flat\|down","r10":<float>}.	{"date":"2018-02-03","features":{"asof_close":8830.75,"ret_1d":-0.037052347802326024,"ret_7d":-0.20952166324548405,"ret_30d":-0.4190678244852313,"ma_5":9925.01796875,"ma_20":11314.72958984375,"ma5_gt_ma20":false,"rsi_14":32.12461377805154,"vol_20_annualized":1.0461032417851113,"gold":null,"oil":null,"hash_rate":2044514...	{"class":"down","r10":-0.026322}	{ "date": "2018-02-03" }
2018-02-03_return_reg	return_reg	train	Estimate the 10-day forward log return of BTC/USD from the given date. Return JSON: {"r10_log":<float>}.	{"date":"2018-02-03","features":{"asof_close":8830.75,"ret_1d":-0.037052347802326024,"ret_7d":-0.20952166324548405,"ret_30d":-0.4190678244852313,"ma_5":9925.01796875,"ma_20":11314.72958984375,"ma5_gt_ma20":false,"rsi_14":32.12461377805154,"vol_20_annualized":1.0461032417851113,"gold":null,"oil":null,"hash_rate":2044514...	{"r10_log":-0.026674}	{ "date": "2018-02-03" }
2018-02-03_maxdd_cls	maxdd_cls	train	Classify the next-10-day max drawdown (vs today’s close) as low(>−3%), med(−3%..−8%), or high(≤−8%). Return JSON: {"bucket":"low\|med\|high","maxdd":<float>}.	{"date":"2018-02-03","features":{"asof_close":8830.75,"ret_1d":-0.037052347802326024,"ret_7d":-0.20952166324548405,"ret_30d":-0.4190678244852313,"ma_5":9925.01796875,"ma_20":11314.72958984375,"ma5_gt_ma20":false,"rsi_14":32.12461377805154,"vol_20_annualized":1.0461032417851113,"gold":null,"oil":null,"hash_rate":2044514...	{"bucket":"high","maxdd":-0.212381}	{ "date": "2018-02-03" }
2018-02-04_direction_cls	direction_cls	train	Predict whether BTC/USD will be UP (>+2%), FLAT (−2%..+2%), or DOWN (<−2%) 10 calendar days after the given date. Return JSON: {"class":"up\|flat\|down","r10":<float>}.	{"date":"2018-02-04","features":{"asof_close":9174.91015625,"ret_1d":0.03897292486481896,"ret_7d":-0.19804644824019102,"ret_30d":-0.4118345786082658,"ma_5":9500.719921875,"ma_20":11084.87509765625,"ma5_gt_ma20":false,"rsi_14":34.39213995290943,"vol_20_annualized":1.066722152372107,"gold":null,"oil":null,"hash_rate":204...	{"class":"up","r10":0.034847}	{ "date": "2018-02-04" }
2018-02-04_return_reg	return_reg	train	Estimate the 10-day forward log return of BTC/USD from the given date. Return JSON: {"r10_log":<float>}.	{"date":"2018-02-04","features":{"asof_close":9174.91015625,"ret_1d":0.03897292486481896,"ret_7d":-0.19804644824019102,"ret_30d":-0.4118345786082658,"ma_5":9500.719921875,"ma_20":11084.87509765625,"ma5_gt_ma20":false,"rsi_14":34.39213995290943,"vol_20_annualized":1.066722152372107,"gold":null,"oil":null,"hash_rate":204...	{"r10_log":0.034254}	{ "date": "2018-02-04" }
2018-02-04_maxdd_cls	maxdd_cls	train	Classify the next-10-day max drawdown (vs today’s close) as low(>−3%), med(−3%..−8%), or high(≤−8%). Return JSON: {"bucket":"low\|med\|high","maxdd":<float>}.	{"date":"2018-02-04","features":{"asof_close":9174.91015625,"ret_1d":0.03897292486481896,"ret_7d":-0.19804644824019102,"ret_30d":-0.4118345786082658,"ma_5":9500.719921875,"ma_20":11084.87509765625,"ma5_gt_ma20":false,"rsi_14":34.39213995290943,"vol_20_annualized":1.066722152372107,"gold":null,"oil":null,"hash_rate":204...	{"bucket":"high","maxdd":-0.241925}	{ "date": "2018-02-04" }
2018-02-05_direction_cls	direction_cls	train	Predict whether BTC/USD will be UP (>+2%), FLAT (−2%..+2%), or DOWN (<−2%) 10 calendar days after the given date. Return JSON: {"class":"up\|flat\|down","r10":<float>}.	{"date":"2018-02-05","features":{"asof_close":8277.009765625,"ret_1d":-0.09786476110758924,"ret_7d":-0.29774315071018553,"ret_30d":-0.5251149048667489,"ma_5":9134.8619140625,"ma_20":10807.735595703125,"ma5_gt_ma20":false,"rsi_14":29.948427135126565,"vol_20_annualized":1.1016157869392422,"gold":1333.0,"oil":64.150001525...	{"class":"up","r10":0.22827}	{ "date": "2018-02-05" }
2018-02-05_return_reg	return_reg	train	Estimate the 10-day forward log return of BTC/USD from the given date. Return JSON: {"r10_log":<float>}.	{"date":"2018-02-05","features":{"asof_close":8277.009765625,"ret_1d":-0.09786476110758924,"ret_7d":-0.29774315071018553,"ret_30d":-0.5251149048667489,"ma_5":9134.8619140625,"ma_20":10807.735595703125,"ma5_gt_ma20":false,"rsi_14":29.948427135126565,"vol_20_annualized":1.1016157869392422,"gold":1333.0,"oil":64.150001525...	{"r10_log":0.205606}	{ "date": "2018-02-05" }
2018-02-05_maxdd_cls	maxdd_cls	train	Classify the next-10-day max drawdown (vs today’s close) as low(>−3%), med(−3%..−8%), or high(≤−8%). Return JSON: {"bucket":"low\|med\|high","maxdd":<float>}.	{"date":"2018-02-05","features":{"asof_close":8277.009765625,"ret_1d":-0.09786476110758924,"ret_7d":-0.29774315071018553,"ret_30d":-0.5251149048667489,"ma_5":9134.8619140625,"ma_20":10807.735595703125,"ma5_gt_ma20":false,"rsi_14":29.948427135126565,"vol_20_annualized":1.1016157869392422,"gold":1333.0,"oil":64.150001525...	{"bucket":"med","maxdd":-0.079221}	{ "date": "2018-02-05" }
2018-02-06_direction_cls	direction_cls	train	Predict whether BTC/USD will be UP (>+2%), FLAT (−2%..+2%), or DOWN (<−2%) 10 calendar days after the given date. Return JSON: {"class":"up\|flat\|down","r10":<float>}.	{"date":"2018-02-06","features":{"asof_close":6955.27001953125,"ret_1d":-0.15968807377551097,"ret_7d":-0.3842932457224604,"ret_30d":-0.6031682535784075,"ma_5":8481.69599609375,"ma_20":10580.974096679687,"ma5_gt_ma20":false,"rsi_14":25.899329050256696,"vol_20_annualized":1.0817952804061395,"gold":1326.0999755859375,"oil...	{"class":"up","r10":0.471388}	{ "date": "2018-02-06" }
2018-02-06_return_reg	return_reg	train	Estimate the 10-day forward log return of BTC/USD from the given date. Return JSON: {"r10_log":<float>}.	{"date":"2018-02-06","features":{"asof_close":6955.27001953125,"ret_1d":-0.15968807377551097,"ret_7d":-0.3842932457224604,"ret_30d":-0.6031682535784075,"ma_5":8481.69599609375,"ma_20":10580.974096679687,"ma5_gt_ma20":false,"rsi_14":25.899329050256696,"vol_20_annualized":1.0817952804061395,"gold":1326.0999755859375,"oil...	{"r10_log":0.386206}	{ "date": "2018-02-06" }
2018-02-06_maxdd_cls	maxdd_cls	train	Classify the next-10-day max drawdown (vs today’s close) as low(>−3%), med(−3%..−8%), or high(≤−8%). Return JSON: {"bucket":"low\|med\|high","maxdd":<float>}.	{"date":"2018-02-06","features":{"asof_close":6955.27001953125,"ret_1d":-0.15968807377551097,"ret_7d":-0.3842932457224604,"ret_30d":-0.6031682535784075,"ma_5":8481.69599609375,"ma_20":10580.974096679687,"ma5_gt_ma20":false,"rsi_14":25.899329050256696,"vol_20_annualized":1.0817952804061395,"gold":1326.0999755859375,"oil...	{"bucket":"low","maxdd":0.095759}	{ "date": "2018-02-06" }
2018-02-07_direction_cls	direction_cls	train	Predict whether BTC/USD will be UP (>+2%), FLAT (−2%..+2%), or DOWN (<−2%) 10 calendar days after the given date. Return JSON: {"class":"up\|flat\|down","r10":<float>}.	{"date":"2018-02-07","features":{"asof_close":7754.0,"ret_1d":0.11483809805022926,"ret_7d":-0.2327557909568898,"ret_30d":-0.5294217492948228,"ma_5":8198.38798828125,"ma_20":10409.244116210937,"ma5_gt_ma20":false,"rsi_14":32.34996919693049,"vol_20_annualized":1.1813481444267995,"gold":1311.5999755859375,"oil":61.7900009...	{"class":"up","r10":0.433157}	{ "date": "2018-02-07" }
2018-02-07_return_reg	return_reg	train	Estimate the 10-day forward log return of BTC/USD from the given date. Return JSON: {"r10_log":<float>}.	{"date":"2018-02-07","features":{"asof_close":7754.0,"ret_1d":0.11483809805022926,"ret_7d":-0.2327557909568898,"ret_30d":-0.5294217492948228,"ma_5":8198.38798828125,"ma_20":10409.244116210937,"ma5_gt_ma20":false,"rsi_14":32.34996919693049,"vol_20_annualized":1.1813481444267995,"gold":1311.5999755859375,"oil":61.7900009...	{"r10_log":0.35988}	{ "date": "2018-02-07" }
2018-02-07_maxdd_cls	maxdd_cls	train	Classify the next-10-day max drawdown (vs today’s close) as low(>−3%), med(−3%..−8%), or high(≤−8%). Return JSON: {"bucket":"low\|med\|high","maxdd":<float>}.	{"date":"2018-02-07","features":{"asof_close":7754.0,"ret_1d":0.11483809805022926,"ret_7d":-0.2327557909568898,"ret_30d":-0.5294217492948228,"ma_5":8198.38798828125,"ma_20":10409.244116210937,"ma5_gt_ma20":false,"rsi_14":32.34996919693049,"vol_20_annualized":1.1813481444267995,"gold":1311.5999755859375,"oil":61.7900009...	{"bucket":"low","maxdd":0.048487}	{ "date": "2018-02-07" }
2018-02-08_direction_cls	direction_cls	train	Predict whether BTC/USD will be UP (>+2%), FLAT (−2%..+2%), or DOWN (<−2%) 10 calendar days after the given date. Return JSON: {"class":"up\|flat\|down","r10":<float>}.	{"date":"2018-02-08","features":{"asof_close":7621.2998046875,"ret_1d":-0.01711377293171268,"ret_7d":-0.2543561753671699,"ret_30d":-0.49761043098374924,"ma_5":7956.49794921875,"ma_20":10216.564086914062,"ma5_gt_ma20":false,"rsi_14":31.852230079071646,"vol_20_annualized":1.1701219258294853,"gold":1316.9000244140625,"oil...	{"class":"up","r10":0.384514}	{ "date": "2018-02-08" }
2018-02-08_return_reg	return_reg	train	Estimate the 10-day forward log return of BTC/USD from the given date. Return JSON: {"r10_log":<float>}.	{"date":"2018-02-08","features":{"asof_close":7621.2998046875,"ret_1d":-0.01711377293171268,"ret_7d":-0.2543561753671699,"ret_30d":-0.49761043098374924,"ma_5":7956.49794921875,"ma_20":10216.564086914062,"ma5_gt_ma20":false,"rsi_14":31.852230079071646,"vol_20_annualized":1.1701219258294853,"gold":1316.9000244140625,"oil...	{"r10_log":0.32535}	{ "date": "2018-02-08" }
2018-02-08_maxdd_cls	maxdd_cls	train	Classify the next-10-day max drawdown (vs today’s close) as low(>−3%), med(−3%..−8%), or high(≤−8%). Return JSON: {"bucket":"low\|med\|high","maxdd":<float>}.	{"date":"2018-02-08","features":{"asof_close":7621.2998046875,"ret_1d":-0.01711377293171268,"ret_7d":-0.2543561753671699,"ret_30d":-0.49761043098374924,"ma_5":7956.49794921875,"ma_20":10216.564086914062,"ma5_gt_ma20":false,"rsi_14":31.852230079071646,"vol_20_annualized":1.1701219258294853,"gold":1316.9000244140625,"oil...	{"bucket":"low","maxdd":0.066743}	{ "date": "2018-02-08" }
2018-02-09_direction_cls	direction_cls	train	Predict whether BTC/USD will be UP (>+2%), FLAT (−2%..+2%), or DOWN (<−2%) 10 calendar days after the given date. Return JSON: {"class":"up\|flat\|down","r10":<float>}.	{"date":"2018-02-09","features":{"asof_close":8265.58984375,"ret_1d":0.08453807822469184,"ret_7d":-0.09868014222257437,"ret_30d":-0.43368529656375854,"ma_5":7774.63388671875,"ma_20":10049.473559570313,"ma5_gt_ma20":false,"rsi_14":36.420770277983245,"vol_20_annualized":1.220403277051319,"gold":1313.0999755859375,"oil":5...	{"class":"up","r10":0.358076}	{ "date": "2018-02-09" }
2018-02-09_return_reg	return_reg	train	Estimate the 10-day forward log return of BTC/USD from the given date. Return JSON: {"r10_log":<float>}.	{"date":"2018-02-09","features":{"asof_close":8265.58984375,"ret_1d":0.08453807822469184,"ret_7d":-0.09868014222257437,"ret_30d":-0.43368529656375854,"ma_5":7774.63388671875,"ma_20":10049.473559570313,"ma5_gt_ma20":false,"rsi_14":36.420770277983245,"vol_20_annualized":1.220403277051319,"gold":1313.0999755859375,"oil":5...	{"r10_log":0.306069}	{ "date": "2018-02-09" }
2018-02-09_maxdd_cls	maxdd_cls	train	Classify the next-10-day max drawdown (vs today’s close) as low(>−3%), med(−3%..−8%), or high(≤−8%). Return JSON: {"bucket":"low\|med\|high","maxdd":<float>}.	{"date":"2018-02-09","features":{"asof_close":8265.58984375,"ret_1d":0.08453807822469184,"ret_7d":-0.09868014222257437,"ret_30d":-0.43368529656375854,"ma_5":7774.63388671875,"ma_20":10049.473559570313,"ma5_gt_ma20":false,"rsi_14":36.420770277983245,"vol_20_annualized":1.220403277051319,"gold":1313.0999755859375,"oil":5...	{"bucket":"low","maxdd":-0.016408}	{ "date": "2018-02-09" }
2018-02-10_direction_cls	direction_cls	train	Predict whether BTC/USD will be UP (>+2%), FLAT (−2%..+2%), or DOWN (<−2%) 10 calendar days after the given date. Return JSON: {"class":"up\|flat\|down","r10":<float>}.	{"date":"2018-02-10","features":{"asof_close":8736.98046875,"ret_1d":0.057030488314931294,"ret_7d":-0.010618524049486155,"ret_30d":-0.41649599068237286,"ma_5":7866.62802734375,"ma_20":9841.362573242188,"ma5_gt_ma20":false,"rsi_14":39.72182486917816,"vol_20_annualized":1.1654586881342945,"gold":null,"oil":null,"hash_rat...	{"class":"up","r10":0.305222}	{ "date": "2018-02-10" }
2018-02-10_return_reg	return_reg	train	Estimate the 10-day forward log return of BTC/USD from the given date. Return JSON: {"r10_log":<float>}.	{"date":"2018-02-10","features":{"asof_close":8736.98046875,"ret_1d":0.057030488314931294,"ret_7d":-0.010618524049486155,"ret_30d":-0.41649599068237286,"ma_5":7866.62802734375,"ma_20":9841.362573242188,"ma5_gt_ma20":false,"rsi_14":39.72182486917816,"vol_20_annualized":1.1654586881342945,"gold":null,"oil":null,"hash_rat...	{"r10_log":0.266373}	{ "date": "2018-02-10" }
2018-02-10_maxdd_cls	maxdd_cls	train	Classify the next-10-day max drawdown (vs today’s close) as low(>−3%), med(−3%..−8%), or high(≤−8%). Return JSON: {"bucket":"low\|med\|high","maxdd":<float>}.	{"date":"2018-02-10","features":{"asof_close":8736.98046875,"ret_1d":0.057030488314931294,"ret_7d":-0.010618524049486155,"ret_30d":-0.41649599068237286,"ma_5":7866.62802734375,"ma_20":9841.362573242188,"ma5_gt_ma20":false,"rsi_14":39.72182486917816,"vol_20_annualized":1.1654586881342945,"gold":null,"oil":null,"hash_rat...	{"bucket":"med","maxdd":-0.069476}	{ "date": "2018-02-10" }
2018-02-11_direction_cls	direction_cls	train	Predict whether BTC/USD will be UP (>+2%), FLAT (−2%..+2%), or DOWN (<−2%) 10 calendar days after the given date. Return JSON: {"class":"up\|flat\|down","r10":<float>}.	{"date":"2018-02-11","features":{"asof_close":8621.900390625,"ret_1d":-0.013171607575021227,"ret_7d":-0.06027413415577554,"ret_30d":-0.35685296541499534,"ma_5":8199.9541015625,"ma_20":9692.452612304687,"ma5_gt_ma20":false,"rsi_14":39.36330210323308,"vol_20_annualized":1.1195769113315779,"gold":null,"oil":null,"hash_rat...	{"class":"up","r10":0.239912}	{ "date": "2018-02-11" }
2018-02-11_return_reg	return_reg	train	Estimate the 10-day forward log return of BTC/USD from the given date. Return JSON: {"r10_log":<float>}.	{"date":"2018-02-11","features":{"asof_close":8621.900390625,"ret_1d":-0.013171607575021227,"ret_7d":-0.06027413415577554,"ret_30d":-0.35685296541499534,"ma_5":8199.9541015625,"ma_20":9692.452612304687,"ma5_gt_ma20":false,"rsi_14":39.36330210323308,"vol_20_annualized":1.1195769113315779,"gold":null,"oil":null,"hash_rat...	{"r10_log":0.215041}	{ "date": "2018-02-11" }
2018-02-11_maxdd_cls	maxdd_cls	train	Classify the next-10-day max drawdown (vs today’s close) as low(>−3%), med(−3%..−8%), or high(≤−8%). Return JSON: {"bucket":"low\|med\|high","maxdd":<float>}.	{"date":"2018-02-11","features":{"asof_close":8621.900390625,"ret_1d":-0.013171607575021227,"ret_7d":-0.06027413415577554,"ret_30d":-0.35685296541499534,"ma_5":8199.9541015625,"ma_20":9692.452612304687,"ma5_gt_ma20":false,"rsi_14":39.36330210323308,"vol_20_annualized":1.1195769113315779,"gold":null,"oil":null,"hash_rat...	{"bucket":"low","maxdd":-0.002736}	{ "date": "2018-02-11" }
2018-02-12_direction_cls	direction_cls	train	Predict whether BTC/USD will be UP (>+2%), FLAT (−2%..+2%), or DOWN (<−2%) 10 calendar days after the given date. Return JSON: {"class":"up\|flat\|down","r10":<float>}.	{"date":"2018-02-12","features":{"asof_close":8129.97021484375,"ret_1d":-0.05705588715872301,"ret_7d":-0.01776481542789954,"ret_30d":-0.41848200778226863,"ma_5":8275.14814453125,"ma_20":9552.381103515625,"ma5_gt_ma20":false,"rsi_14":36.988920211807184,"vol_20_annualized":1.1192487678453844,"gold":1324.199951171875,"oil...	{"class":"up","r10":0.230632}	{ "date": "2018-02-12" }
2018-02-12_return_reg	return_reg	train	Estimate the 10-day forward log return of BTC/USD from the given date. Return JSON: {"r10_log":<float>}.	{"date":"2018-02-12","features":{"asof_close":8129.97021484375,"ret_1d":-0.05705588715872301,"ret_7d":-0.01776481542789954,"ret_30d":-0.41848200778226863,"ma_5":8275.14814453125,"ma_20":9552.381103515625,"ma5_gt_ma20":false,"rsi_14":36.988920211807184,"vol_20_annualized":1.1192487678453844,"gold":1324.199951171875,"oil...	{"r10_log":0.207528}	{ "date": "2018-02-12" }
2018-02-12_maxdd_cls	maxdd_cls	train	Classify the next-10-day max drawdown (vs today’s close) as low(>−3%), med(−3%..−8%), or high(≤−8%). Return JSON: {"bucket":"low\|med\|high","maxdd":<float>}.	{"date":"2018-02-12","features":{"asof_close":8129.97021484375,"ret_1d":-0.05705588715872301,"ret_7d":-0.01776481542789954,"ret_30d":-0.41848200778226863,"ma_5":8275.14814453125,"ma_20":9552.381103515625,"ma5_gt_ma20":false,"rsi_14":36.988920211807184,"vol_20_annualized":1.1192487678453844,"gold":1324.199951171875,"oil...	{"bucket":"low","maxdd":0.057607}	{ "date": "2018-02-12" }
2018-02-13_direction_cls	direction_cls	train	Predict whether BTC/USD will be UP (>+2%), FLAT (−2%..+2%), or DOWN (<−2%) 10 calendar days after the given date. Return JSON: {"class":"up\|flat\|down","r10":<float>}.	{"date":"2018-02-13","features":{"asof_close":8926.5703125,"ret_1d":0.09798315081177211,"ret_7d":0.28342541517915154,"ret_30d":-0.3783812070103425,"ma_5":8536.20224609375,"ma_20":9455.289599609376,"ma5_gt_ma20":false,"rsi_14":42.69221620818438,"vol_20_annualized":1.1834722966558033,"gold":1328.0999755859375,"oil":59.18...	{"class":"up","r10":0.153982}	{ "date": "2018-02-13" }
2018-02-13_return_reg	return_reg	train	Estimate the 10-day forward log return of BTC/USD from the given date. Return JSON: {"r10_log":<float>}.	{"date":"2018-02-13","features":{"asof_close":8926.5703125,"ret_1d":0.09798315081177211,"ret_7d":0.28342541517915154,"ret_30d":-0.3783812070103425,"ma_5":8536.20224609375,"ma_20":9455.289599609376,"ma5_gt_ma20":false,"rsi_14":42.69221620818438,"vol_20_annualized":1.1834722966558033,"gold":1328.0999755859375,"oil":59.18...	{"r10_log":0.143218}	{ "date": "2018-02-13" }
2018-02-13_maxdd_cls	maxdd_cls	train	Classify the next-10-day max drawdown (vs today’s close) as low(>−3%), med(−3%..−8%), or high(≤−8%). Return JSON: {"bucket":"low\|med\|high","maxdd":<float>}.	{"date":"2018-02-13","features":{"asof_close":8926.5703125,"ret_1d":0.09798315081177211,"ret_7d":0.28342541517915154,"ret_30d":-0.3783812070103425,"ma_5":8536.20224609375,"ma_20":9455.289599609376,"ma5_gt_ma20":false,"rsi_14":42.69221620818438,"vol_20_annualized":1.1834722966558033,"gold":1328.0999755859375,"oil":59.18...	{"bucket":"low","maxdd":0.063637}	{ "date": "2018-02-13" }
2018-02-14_direction_cls	direction_cls	train	Predict whether BTC/USD will be UP (>+2%), FLAT (−2%..+2%), or DOWN (<−2%) 10 calendar days after the given date. Return JSON: {"class":"up\|flat\|down","r10":<float>}.	{"date":"2018-02-14","features":{"asof_close":8598.3095703125,"ret_1d":-0.03677344497335466,"ret_7d":0.10888697063612329,"ret_30d":-0.37566732716290296,"ma_5":8602.74619140625,"ma_20":9317.23505859375,"ma5_gt_ma20":false,"rsi_14":40.48859354265286,"vol_20_annualized":1.1694410762482188,"gold":1355.5,"oil":60.5999984741...	{"class":"up","r10":0.141279}	{ "date": "2018-02-14" }
2018-02-14_return_reg	return_reg	train	Estimate the 10-day forward log return of BTC/USD from the given date. Return JSON: {"r10_log":<float>}.	{"date":"2018-02-14","features":{"asof_close":8598.3095703125,"ret_1d":-0.03677344497335466,"ret_7d":0.10888697063612329,"ret_30d":-0.37566732716290296,"ma_5":8602.74619140625,"ma_20":9317.23505859375,"ma5_gt_ma20":false,"rsi_14":40.48859354265286,"vol_20_annualized":1.1694410762482188,"gold":1355.5,"oil":60.5999984741...	{"r10_log":0.13215}	{ "date": "2018-02-14" }
2018-02-14_maxdd_cls	maxdd_cls	train	Classify the next-10-day max drawdown (vs today’s close) as low(>−3%), med(−3%..−8%), or high(≤−8%). Return JSON: {"bucket":"low\|med\|high","maxdd":<float>}.	{"date":"2018-02-14","features":{"asof_close":8598.3095703125,"ret_1d":-0.03677344497335466,"ret_7d":0.10888697063612329,"ret_30d":-0.37566732716290296,"ma_5":8602.74619140625,"ma_20":9317.23505859375,"ma5_gt_ma20":false,"rsi_14":40.48859354265286,"vol_20_annualized":1.1694410762482188,"gold":1355.5,"oil":60.5999984741...	{"bucket":"low","maxdd":0.141279}	{ "date": "2018-02-14" }
2018-02-15_direction_cls	direction_cls	train	Predict whether BTC/USD will be UP (>+2%), FLAT (−2%..+2%), or DOWN (<−2%) 10 calendar days after the given date. Return JSON: {"class":"up\|flat\|down","r10":<float>}.	{"date":"2018-02-15","features":{"asof_close":9494.6298828125,"ret_1d":0.10424378247495736,"ret_7d":0.2458019138641947,"ret_30d":-0.31296907212852365,"ma_5":8754.27607421875,"ma_20":9228.996533203124,"ma5_gt_ma20":false,"rsi_14":46.81896371487006,"vol_20_annualized":1.236578257346025,"gold":1352.0999755859375,"oil":61....	{"class":"flat","r10":0.017915}	{ "date": "2018-02-15" }
2018-02-15_return_reg	return_reg	train	Estimate the 10-day forward log return of BTC/USD from the given date. Return JSON: {"r10_log":<float>}.	{"date":"2018-02-15","features":{"asof_close":9494.6298828125,"ret_1d":0.10424378247495736,"ret_7d":0.2458019138641947,"ret_30d":-0.31296907212852365,"ma_5":8754.27607421875,"ma_20":9228.996533203124,"ma5_gt_ma20":false,"rsi_14":46.81896371487006,"vol_20_annualized":1.236578257346025,"gold":1352.0999755859375,"oil":61....	{"r10_log":0.017757}	{ "date": "2018-02-15" }
2018-02-15_maxdd_cls	maxdd_cls	train	Classify the next-10-day max drawdown (vs today’s close) as low(>−3%), med(−3%..−8%), or high(≤−8%). Return JSON: {"bucket":"low\|med\|high","maxdd":<float>}.	{"date":"2018-02-15","features":{"asof_close":9494.6298828125,"ret_1d":0.10424378247495736,"ret_7d":0.2458019138641947,"ret_30d":-0.31296907212852365,"ma_5":8754.27607421875,"ma_20":9228.996533203124,"ma5_gt_ma20":false,"rsi_14":46.81896371487006,"vol_20_annualized":1.236578257346025,"gold":1352.0999755859375,"oil":61....	{"bucket":"low","maxdd":0.017915}	{ "date": "2018-02-15" }
2018-02-16_direction_cls	direction_cls	train	Predict whether BTC/USD will be UP (>+2%), FLAT (−2%..+2%), or DOWN (<−2%) 10 calendar days after the given date. Return JSON: {"class":"up\|flat\|down","r10":<float>}.	{"date":"2018-02-16","features":{"asof_close":10166.400390625,"ret_1d":0.07075267978887334,"ret_7d":0.2299667153593754,"ret_30d":-0.11523429001131369,"ma_5":9063.17607421875,"ma_20":9178.746533203124,"ma5_gt_ma20":false,"rsi_14":50.95178530277494,"vol_20_annualized":1.2663618112999468,"gold":1353.199951171875,"oil":61....	{"class":"flat","r10":0.019702}	{ "date": "2018-02-16" }
2018-02-16_return_reg	return_reg	train	Estimate the 10-day forward log return of BTC/USD from the given date. Return JSON: {"r10_log":<float>}.	{"date":"2018-02-16","features":{"asof_close":10166.400390625,"ret_1d":0.07075267978887334,"ret_7d":0.2299667153593754,"ret_30d":-0.11523429001131369,"ma_5":9063.17607421875,"ma_20":9178.746533203124,"ma5_gt_ma20":false,"rsi_14":50.95178530277494,"vol_20_annualized":1.2663618112999468,"gold":1353.199951171875,"oil":61....	{"r10_log":0.019511}	{ "date": "2018-02-16" }
2018-02-16_maxdd_cls	maxdd_cls	train	Classify the next-10-day max drawdown (vs today’s close) as low(>−3%), med(−3%..−8%), or high(≤−8%). Return JSON: {"bucket":"low\|med\|high","maxdd":<float>}.	{"date":"2018-02-16","features":{"asof_close":10166.400390625,"ret_1d":0.07075267978887334,"ret_7d":0.2299667153593754,"ret_30d":-0.11523429001131369,"ma_5":9063.17607421875,"ma_20":9178.746533203124,"ma5_gt_ma20":false,"rsi_14":50.95178530277494,"vol_20_annualized":1.2663618112999468,"gold":1353.199951171875,"oil":61....	{"bucket":"med","maxdd":-0.049346}	{ "date": "2018-02-16" }
2018-02-17_direction_cls	direction_cls	train	Predict whether BTC/USD will be UP (>+2%), FLAT (−2%..+2%), or DOWN (<−2%) 10 calendar days after the given date. Return JSON: {"class":"up\|flat\|down","r10":<float>}.	{"date":"2018-02-17","features":{"asof_close":10233.900390625,"ret_1d":0.006639518158486624,"ret_7d":0.17133149458547026,"ret_30d":-0.08532785621804284,"ma_5":9483.962109375,"ma_20":9118.40654296875,"ma5_gt_ma20":true,"rsi_14":51.58001812458782,"vol_20_annualized":1.2626877733789537,"gold":null,"oil":null,"hash_rate":2...	{"class":"up","r10":0.048046}	{ "date": "2018-02-17" }
2018-02-17_return_reg	return_reg	train	Estimate the 10-day forward log return of BTC/USD from the given date. Return JSON: {"r10_log":<float>}.	{"date":"2018-02-17","features":{"asof_close":10233.900390625,"ret_1d":0.006639518158486624,"ret_7d":0.17133149458547026,"ret_30d":-0.08532785621804284,"ma_5":9483.962109375,"ma_20":9118.40654296875,"ma5_gt_ma20":true,"rsi_14":51.58001812458782,"vol_20_annualized":1.2626877733789537,"gold":null,"oil":null,"hash_rate":2...	{"r10_log":0.046928}	{ "date": "2018-02-17" }
2018-02-17_maxdd_cls	maxdd_cls	train	Classify the next-10-day max drawdown (vs today’s close) as low(>−3%), med(−3%..−8%), or high(≤−8%). Return JSON: {"bucket":"low\|med\|high","maxdd":<float>}.	{"date":"2018-02-17","features":{"asof_close":10233.900390625,"ret_1d":0.006639518158486624,"ret_7d":0.17133149458547026,"ret_30d":-0.08532785621804284,"ma_5":9483.962109375,"ma_20":9118.40654296875,"ma5_gt_ma20":true,"rsi_14":51.58001812458782,"vol_20_annualized":1.2626877733789537,"gold":null,"oil":null,"hash_rate":2...	{"bucket":"med","maxdd":-0.055616}	{ "date": "2018-02-17" }
2018-02-18_direction_cls	direction_cls	train	Predict whether BTC/USD will be UP (>+2%), FLAT (−2%..+2%), or DOWN (<−2%) 10 calendar days after the given date. Return JSON: {"class":"up\|flat\|down","r10":<float>}.	{"date":"2018-02-18","features":{"asof_close":11112.7001953125,"ret_1d":0.0858714440383399,"ret_7d":0.28889220378791025,"ret_30d":-0.03156456117112949,"ma_5":9921.1880859375,"ma_20":9084.7265625,"ma5_gt_ma20":true,"rsi_14":56.92593676055015,"vol_20_annualized":1.295605302087659,"gold":null,"oil":null,"hash_rate":212922...	{"class":"down","r10":-0.064323}	{ "date": "2018-02-18" }
2018-02-18_return_reg	return_reg	train	Estimate the 10-day forward log return of BTC/USD from the given date. Return JSON: {"r10_log":<float>}.	{"date":"2018-02-18","features":{"asof_close":11112.7001953125,"ret_1d":0.0858714440383399,"ret_7d":0.28889220378791025,"ret_30d":-0.03156456117112949,"ma_5":9921.1880859375,"ma_20":9084.7265625,"ma5_gt_ma20":true,"rsi_14":56.92593676055015,"vol_20_annualized":1.295605302087659,"gold":null,"oil":null,"hash_rate":212922...	{"r10_log":-0.066485}	{ "date": "2018-02-18" }
2018-02-18_maxdd_cls	maxdd_cls	train	Classify the next-10-day max drawdown (vs today’s close) as low(>−3%), med(−3%..−8%), or high(≤−8%). Return JSON: {"bucket":"low\|med\|high","maxdd":<float>}.	{"date":"2018-02-18","features":{"asof_close":11112.7001953125,"ret_1d":0.0858714440383399,"ret_7d":0.28889220378791025,"ret_30d":-0.03156456117112949,"ma_5":9921.1880859375,"ma_20":9084.7265625,"ma5_gt_ma20":true,"rsi_14":56.92593676055015,"vol_20_annualized":1.295605302087659,"gold":null,"oil":null,"hash_rate":212922...	{"bucket":"high","maxdd":-0.130299}	{ "date": "2018-02-18" }
2018-02-19_direction_cls	direction_cls	train	Predict whether BTC/USD will be UP (>+2%), FLAT (−2%..+2%), or DOWN (<−2%) 10 calendar days after the given date. Return JSON: {"class":"up\|flat\|down","r10":<float>}.	{"date":"2018-02-19","features":{"asof_close":10551.7998046875,"ret_1d":-0.050473816513253555,"ret_7d":0.2978891097807417,"ret_30d":-0.09094203270441858,"ma_5":10311.8861328125,"ma_20":9047.496533203124,"ma5_gt_ma20":true,"rsi_14":53.20865224708776,"vol_20_annualized":1.2997997722914878,"gold":null,"oil":null,"hash_rat...	{"class":"up","r10":0.037832}	{ "date": "2018-02-19" }

End of preview. Expand in Data Studio

Bitcoin SLLM Instruction Dataset

Daily BTC context transformed into instruction-tuning triples for small LMs.

Schema

id: unique example id
task: direction_cls | return_reg | maxdd_cls
split: train | validation | test (time-based)
instruction: natural-language task definition
input: compact JSON string with features (technicals, macro, on-chain, text snippets)
output: compact JSON string with target(s)
meta: { "date": "YYYY-MM-DD" }

Targets

direction_cls: UP (>+2%), FLAT (−2%..+2%), DOWN (<−2%) at t+10; includes r10.
return_reg: 10-day log return r10_log.
maxdd_cls: next-10-day max drawdown bucket (low/med/high) with raw maxdd.

Load

from datasets import load_dataset
ds = load_dataset("tahamajs/bitcoin-sllm-instruct")
print(ds)             # DatasetDict with train/validation/test
print(ds["train"][0]) # one example

Notes

Text is truncated to short snippets to keep token usage low.
Normalize numeric features at train time using train split stats only.
Review licensing of underlying sources; this repo may be private.

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