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DataDecide-ppl-results

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train · 22.7k rows

step float64 1.25k 69.4k	eval/wikitext_103-validation/Perplexity float64 12.2 1.01k	eval/pile-validation/Perplexity float64 8.25 916	eval/m2d2_s2orc-validation/Perplexity float64 20.6 574	eval/ice-validation/Perplexity float64 13.2 1.57k	eval/dolma_wiki-validation/Perplexity float64 10.4 343	eval/dolma_stack-validation/Perplexity float64 2.79 7.53k	eval/dolma_reddit-validation/Perplexity float64 17.6 279	eval/dolma_pes2o-validation/Perplexity float64 9.11 416	eval/dolma_common-crawl-validation/Perplexity float64 14.6 306	eval/dolma_books-validation/Perplexity float64 14.9 848	eval/c4_en-validation/Perplexity float64 13.9 308	data stringclasses 25 values	params stringclasses 14 values	seed stringclasses 5 values	__index_level_0__ int64 0 29.7k
1,250	110.307236	76.022217	90.306252	135.325104	67.009056	70.809898	96.425423	53.725819	82.089897	117.40464	81.219727	Falcon+CC (QC Tulu 10%)	60M	small aux 2	0
2,500	79.039894	51.474575	72.755165	89.600624	50.194679	38.486687	77.872513	40.002937	64.121025	89.561707	63.00687	Falcon+CC (QC Tulu 10%)	60M	small aux 2	1
3,750	70.374489	47.164387	67.567924	82.962082	45.528931	33.39629	72.98056	35.802975	58.690876	80.18573	57.440151	Falcon+CC (QC Tulu 10%)	60M	small aux 2	2
5,000	65.96521	43.245243	62.851284	73.175034	42.494923	29.437458	69.976494	33.735806	55.764915	74.200638	54.382	Falcon+CC (QC Tulu 10%)	60M	small aux 2	3
6,250	62.407955	41.56345	61.127785	72.882835	40.898277	30.324062	67.258652	32.103439	53.707516	71.883438	52.579865	Falcon+CC (QC Tulu 10%)	60M	small aux 2	4
7,500	59.584877	38.712841	59.513409	66.991386	39.55188	26.146204	65.751945	30.968868	52.08955	68.254585	50.78212	Falcon+CC (QC Tulu 10%)	60M	small aux 2	5
8,750	57.522846	37.463863	58.551476	68.382545	38.598255	24.552883	64.444687	30.019491	50.868011	67.483788	49.576588	Falcon+CC (QC Tulu 10%)	60M	small aux 2	6
10,000	55.60915	36.997429	58.339447	64.053612	37.436741	23.909414	63.00465	29.332277	49.704277	65.059456	48.381165	Falcon+CC (QC Tulu 10%)	60M	small aux 2	7
11,250	53.412266	35.623871	55.610527	58.955486	36.788784	22.532335	61.950935	28.696325	48.84549	62.425632	47.391075	Falcon+CC (QC Tulu 10%)	60M	small aux 2	8
12,500	51.49128	34.886841	55.229961	57.263546	35.763374	21.660173	61.319881	28.062763	47.632549	62.441944	46.540249	Falcon+CC (QC Tulu 10%)	60M	small aux 2	9
13,750	50.632202	33.922787	54.433132	54.045895	35.049004	21.253593	59.628254	27.278482	46.630634	59.945179	45.514797	Falcon+CC (QC Tulu 10%)	60M	small aux 2	10
15,000	49.361328	32.961796	53.083488	53.627045	34.044704	20.101759	58.881401	26.628109	45.765507	58.250801	44.514042	Falcon+CC (QC Tulu 10%)	60M	small aux 2	11
16,250	47.201229	32.238556	52.007908	52.477642	33.283772	19.506727	57.974583	25.987783	44.836357	56.991928	43.585403	Falcon+CC (QC Tulu 10%)	60M	small aux 2	12
17,500	46.273182	31.457119	51.33202	51.227985	32.458096	18.783739	56.541855	25.515509	43.763546	54.624554	42.544689	Falcon+CC (QC Tulu 10%)	60M	small aux 2	13
18,750	45.313805	30.5931	49.776253	52.379406	31.61426	19.046648	55.803375	24.719183	42.866371	52.98605	41.58395	Falcon+CC (QC Tulu 10%)	60M	small aux 2	14
20,000	44.553955	29.911406	48.662533	50.806503	30.80784	18.267975	54.645111	24.110006	41.822121	51.16798	40.779518	Falcon+CC (QC Tulu 10%)	60M	small aux 2	15
21,250	42.779739	29.111578	48.026409	52.256824	30.043148	17.691496	53.743729	23.518866	40.918362	50.498997	39.7034	Falcon+CC (QC Tulu 10%)	60M	small aux 2	16
22,500	41.96439	28.21917	46.794304	47.525127	29.280643	17.186396	52.547405	22.953487	40.034637	49.024242	38.934368	Falcon+CC (QC Tulu 10%)	60M	small aux 2	17
23,750	40.646145	27.46014	45.870312	44.688969	28.599236	16.143959	51.57024	22.455458	39.211193	47.259064	38.066982	Falcon+CC (QC Tulu 10%)	60M	small aux 2	18
25,000	39.692478	26.698112	45.118801	44.436264	28.056	15.491572	50.629288	21.956127	38.52409	46.23399	37.444778	Falcon+CC (QC Tulu 10%)	60M	small aux 2	19
26,250	39.361084	26.355389	44.677731	42.82061	27.626381	15.194723	50.183105	21.653538	38.013836	45.602444	36.834541	Falcon+CC (QC Tulu 10%)	60M	small aux 2	20
27,500	39.059704	26.068207	44.317249	42.053829	27.353025	14.858891	49.677967	21.451832	37.692013	44.931999	36.513237	Falcon+CC (QC Tulu 10%)	60M	small aux 2	21
28,750	38.743816	25.989246	43.947865	42.304745	27.208885	14.94124	49.495613	21.3181	37.505295	44.692455	36.304199	Falcon+CC (QC Tulu 10%)	60M	small aux 2	22
29,042	38.735939	25.918526	44.049911	42.351238	27.178354	14.829432	49.418884	21.310793	37.481377	44.696491	36.280293	Falcon+CC (QC Tulu 10%)	60M	small aux 2	23
1,250	81.922615	56.978638	75.209579	104.813004	53.96843	44.930557	81.865799	42.309307	68.053268	94.136459	66.923416	Falcon+CC (QC Tulu 10%)	90M	small aux 3	24
2,500	61.670616	40.954033	60.915401	61.921349	41.134388	28.870012	67.15786	31.855839	53.602936	71.147232	52.455002	Falcon+CC (QC Tulu 10%)	90M	small aux 3	25
3,750	54.254616	37.104359	56.096069	58.481014	36.803097	22.77585	61.933102	28.45886	48.823158	64.179573	47.640953	Falcon+CC (QC Tulu 10%)	90M	small aux 3	26
5,000	50.259956	34.876461	53.240578	58.889626	34.846706	20.827385	59.662128	26.926504	46.689442	59.515965	45.398594	Falcon+CC (QC Tulu 10%)	90M	small aux 3	27
6,250	47.597153	32.197891	51.749928	57.749306	33.241123	19.389402	57.421036	25.817034	44.750671	57.825634	43.427254	Falcon+CC (QC Tulu 10%)	90M	small aux 3	28
7,500	45.372669	30.489285	50.570465	56.992172	32.390896	17.819155	56.181084	25.106575	43.435661	54.493797	42.213131	Falcon+CC (QC Tulu 10%)	90M	small aux 3	29
8,750	44.790604	30.521782	49.698555	46.812641	31.369417	18.185455	55.061771	24.394754	42.389191	54.169094	41.260647	Falcon+CC (QC Tulu 10%)	90M	small aux 3	30
10,000	44.12207	29.355827	48.462486	44.568954	30.617558	17.551777	54.178883	23.759352	41.347504	51.140697	40.178574	Falcon+CC (QC Tulu 10%)	90M	small aux 3	31
11,250	42.72686	28.512112	47.660233	48.527195	30.04368	16.690098	52.828651	23.232294	40.690586	50.479145	39.50655	Falcon+CC (QC Tulu 10%)	90M	small aux 3	32
12,500	41.289352	27.275808	47.096306	51.205711	29.254204	15.426115	52.170109	22.702221	39.764702	48.445446	38.670589	Falcon+CC (QC Tulu 10%)	90M	small aux 3	33
13,750	40.001911	26.896849	45.76115	55.029072	28.72513	15.274214	52.086815	22.197721	39.189194	48.349339	37.987705	Falcon+CC (QC Tulu 10%)	90M	small aux 3	34
15,000	38.741676	26.078718	45.057987	43.476086	28.092667	15.259839	50.548828	21.760414	38.439579	46.393471	37.263279	Falcon+CC (QC Tulu 10%)	90M	small aux 3	35
16,250	37.368423	25.615152	44.571156	43.241322	27.515335	14.394989	49.548603	21.444876	37.719906	45.374203	36.505463	Falcon+CC (QC Tulu 10%)	90M	small aux 3	36
17,500	36.760715	25.036961	43.788052	46.884224	26.856146	14.052061	48.93203	20.893314	36.978874	44.898579	35.744373	Falcon+CC (QC Tulu 10%)	90M	small aux 3	37
18,750	35.907467	24.420225	42.7533	40.498611	26.303642	13.658695	48.00856	20.465981	36.215168	43.317764	35.018066	Falcon+CC (QC Tulu 10%)	90M	small aux 3	38
20,000	35.285374	23.622372	41.983704	38.220592	25.753019	13.284607	47.193542	20.026468	35.535912	41.719234	34.476402	Falcon+CC (QC Tulu 10%)	90M	small aux 3	39
21,250	33.947479	23.357286	41.392471	37.855083	25.171751	12.817404	46.597942	19.6513	34.88615	41.033424	33.746181	Falcon+CC (QC Tulu 10%)	90M	small aux 3	40
22,500	33.325787	22.471434	40.637135	37.079964	24.602152	12.419044	45.88615	19.177565	34.215378	39.867138	33.1245	Falcon+CC (QC Tulu 10%)	90M	small aux 3	41
23,750	32.71463	22.068438	40.025749	37.631023	24.172083	12.153058	45.263767	18.813238	33.573895	38.910583	32.474876	Falcon+CC (QC Tulu 10%)	90M	small aux 3	42
25,000	32.071941	21.678219	39.449661	35.661728	23.771318	11.590972	44.394127	18.527609	33.046677	38.137257	32.018784	Falcon+CC (QC Tulu 10%)	90M	small aux 3	43
26,250	31.449312	21.419107	38.93568	34.961739	23.416513	11.701676	44.04467	18.275667	32.641525	37.631771	31.584335	Falcon+CC (QC Tulu 10%)	90M	small aux 3	44
27,500	31.101307	21.066301	38.41748	34.991684	23.153902	11.450082	43.573166	18.086143	32.317776	37.056313	31.271421	Falcon+CC (QC Tulu 10%)	90M	small aux 3	45
28,750	30.786062	20.887581	38.246845	34.692612	22.971739	11.265042	43.351414	17.971176	32.118118	36.674217	31.084553	Falcon+CC (QC Tulu 10%)	90M	small aux 3	46
29,901	30.728329	20.901331	38.102406	34.842331	22.916752	11.314714	43.267929	17.934177	32.032825	36.662891	30.999105	Falcon+CC (QC Tulu 10%)	90M	small aux 3	47
1,250	194.575851	138.461014	128.978394	220.859085	107.16655	198.462921	133.018295	88.146111	122.87825	190.089447	123.676399	Falcon+CC (QC Tulu 10%)	20M	small aux 3	48
2,500	142.728699	94.642303	104.343605	161.450943	80.189095	90.591164	111.341461	65.530563	96.45118	141.49559	95.602898	Falcon+CC (QC Tulu 10%)	20M	small aux 3	49
3,750	127.55954	84.605019	93.950005	146.760498	71.503357	80.504593	103.232414	57.738209	87.49015	129.167221	86.251366	Falcon+CC (QC Tulu 10%)	20M	small aux 3	50
5,000	112.182938	72.212418	89.196289	132.967819	65.390343	64.857872	96.106628	52.558643	81.275475	117.262199	80.090347	Falcon+CC (QC Tulu 10%)	20M	small aux 3	51
6,250	104.069771	67.941437	85.610107	114.619148	61.479946	57.61937	92.507294	49.403233	76.982475	109.034386	75.841797	Falcon+CC (QC Tulu 10%)	20M	small aux 3	52
7,500	96.347984	63.544384	80.201447	119.325279	58.27422	55.54258	88.452759	46.099705	72.809578	104.052307	71.83783	Falcon+CC (QC Tulu 10%)	20M	small aux 3	53
8,750	88.29583	57.642586	77.573982	101.955261	55.129269	43.228973	83.810944	43.46743	69.631096	95.022743	68.163719	Falcon+CC (QC Tulu 10%)	20M	small aux 3	54
10,000	83.917473	53.005558	74.048225	88.964752	51.65873	38.915668	80.872337	40.588741	66.126518	90.179665	64.558952	Falcon+CC (QC Tulu 10%)	20M	small aux 3	55
11,250	78.70153	49.76239	70.011841	86.345886	48.990017	34.294617	77.312012	38.558117	62.955215	85.242035	61.595028	Falcon+CC (QC Tulu 10%)	20M	small aux 3	56
12,500	75.202049	47.618221	67.644257	81.271011	46.894333	33.595165	74.832321	36.693966	60.601578	80.710732	59.007576	Falcon+CC (QC Tulu 10%)	20M	small aux 3	57
13,750	72.493637	45.939373	66.676331	79.373764	45.623161	30.924339	73.304047	35.712547	59.081055	78.541939	57.527401	Falcon+CC (QC Tulu 10%)	20M	small aux 3	58
14,584	72.298592	45.572956	66.259964	78.156349	45.30484	30.540796	72.843925	35.47311	58.756706	78.123001	57.184822	Falcon+CC (QC Tulu 10%)	20M	small aux 3	59
1,250	108.428299	70.922829	86.112831	102.078918	65.180336	62.703316	94.362076	52.096512	80.678986	114.2882	79.112251	Falcon+CC (QC Tulu 10%)	60M	default	60
2,500	79.717377	55.58799	71.240425	84.045784	50.265038	42.260029	77.459579	39.879723	63.856365	90.255333	62.621387	Falcon+CC (QC Tulu 10%)	60M	default	61
3,750	71.73996	44.759933	66.608681	72.465981	45.074921	30.558035	72.188873	35.206741	58.255215	78.775497	56.998421	Falcon+CC (QC Tulu 10%)	60M	default	62
5,000	63.764866	42.492149	64.216827	71.831146	42.449173	28.7966	68.995102	33.313671	55.343906	74.129944	54.30159	Falcon+CC (QC Tulu 10%)	60M	default	63
6,250	63.387562	40.438183	60.103691	66.481468	40.785664	26.43018	66.777107	31.699697	53.45789	73.278076	52.263657	Falcon+CC (QC Tulu 10%)	60M	default	64
7,500	59.440578	39.427498	59.431339	68.358429	39.621971	25.394899	66.25042	30.769133	51.991455	70.61834	50.537525	Falcon+CC (QC Tulu 10%)	60M	default	65
8,750	57.377628	38.871605	58.269745	68.259598	38.299744	24.088404	63.916012	29.828409	50.657257	68.30883	49.254879	Falcon+CC (QC Tulu 10%)	60M	default	66
10,000	56.275063	36.85894	57.183926	59.110813	37.316109	22.754751	62.573689	28.918579	49.344193	65.400269	48.028816	Falcon+CC (QC Tulu 10%)	60M	default	67
12,500	52.964184	35.736935	55.706974	63.262825	35.564537	22.830032	60.965069	27.637243	47.494915	62.26474	46.468555	Falcon+CC (QC Tulu 10%)	60M	default	68
13,750	51.754108	33.590141	54.235531	59.89975	34.901978	20.515743	59.52615	26.990187	46.436096	59.693344	45.180523	Falcon+CC (QC Tulu 10%)	60M	default	69
15,000	49.389053	32.51897	53.643978	58.099148	34.000683	18.960011	58.883644	26.445114	45.49361	58.754745	44.225208	Falcon+CC (QC Tulu 10%)	60M	default	70
16,250	48.512913	31.676693	51.538208	52.962002	33.280148	18.918102	57.653061	25.702696	44.555962	57.159683	43.41489	Falcon+CC (QC Tulu 10%)	60M	default	71
17,500	47.62669	31.450377	51.331299	52.433609	32.332233	19.549334	56.466553	25.236883	43.528286	56.069382	42.309326	Falcon+CC (QC Tulu 10%)	60M	default	72
18,750	46.068775	30.196854	50.240631	53.158489	31.513481	18.299543	55.587383	24.495951	42.573872	54.251617	41.416992	Falcon+CC (QC Tulu 10%)	60M	default	73
20,000	44.806305	29.283171	48.953846	49.609562	30.674608	17.449999	54.510925	23.839579	41.577744	52.417633	40.312378	Falcon+CC (QC Tulu 10%)	60M	default	74
21,250	43.087521	28.278708	48.482868	50.721935	29.922838	16.327633	53.543633	23.281712	40.585491	50.980598	39.374378	Falcon+CC (QC Tulu 10%)	60M	default	75
22,500	41.949436	27.761427	47.825863	48.672234	29.147726	16.361511	52.189133	22.723795	39.693794	48.812523	38.488533	Falcon+CC (QC Tulu 10%)	60M	default	76
23,750	41.221241	27.095707	45.886127	48.927753	28.508059	15.986426	51.512863	22.178852	38.910938	48.071911	37.723412	Falcon+CC (QC Tulu 10%)	60M	default	77
25,000	39.680119	26.372618	45.218918	48.861671	27.896194	15.070577	50.648232	21.755013	38.193008	46.857361	36.975052	Falcon+CC (QC Tulu 10%)	60M	default	78
26,250	38.662079	25.904789	44.636471	46.791607	27.504717	14.914934	50.015598	21.404129	37.677494	46.030895	36.511837	Falcon+CC (QC Tulu 10%)	60M	default	79
27,500	38.742691	25.681404	44.354446	46.655636	27.231703	14.596167	49.652245	21.200569	37.356522	45.564354	36.152302	Falcon+CC (QC Tulu 10%)	60M	default	80
28,750	38.610901	25.598627	44.380615	46.757549	27.074829	14.560682	49.467453	21.099657	37.172123	45.190506	35.985226	Falcon+CC (QC Tulu 10%)	60M	default	81
29,042	38.559841	25.484806	44.210217	46.456081	27.055193	14.362391	49.413094	21.08057	37.142994	45.136349	35.961311	Falcon+CC (QC Tulu 10%)	60M	default	82
1,250	111.991875	78.101021	89.933167	131.887833	68.667023	71.829948	97.667389	54.666454	84.117027	123.186417	83.26252	Falcon+CC (QC Tulu 10%)	60M	small aux 3	83
2,500	84.404312	54.970535	72.184845	98.762985	51.501518	44.310013	80.450134	40.229012	65.455139	91.827545	64.112617	Falcon+CC (QC Tulu 10%)	60M	small aux 3	84
5,000	65.864761	45.448296	63.748211	84.402855	43.43103	33.900478	70.506294	33.734989	56.296642	76.961372	55.15472	Falcon+CC (QC Tulu 10%)	60M	small aux 3	85
6,250	62.490826	43.350082	62.23093	77.636818	41.346596	29.064995	68.43161	32.286377	54.164883	73.14856	52.929874	Falcon+CC (QC Tulu 10%)	60M	small aux 3	86
7,500	59.948013	40.444	60.62418	73.438637	40.069477	25.760431	66.716469	31.309126	52.60125	69.038177	51.41983	Falcon+CC (QC Tulu 10%)	60M	small aux 3	87
8,750	57.358833	40.255936	58.680038	69.178825	38.879547	25.985826	65.148087	30.084343	51.15844	68.163849	49.98595	Falcon+CC (QC Tulu 10%)	60M	small aux 3	88
10,000	55.643497	38.476284	57.764069	67.522606	37.797859	24.797798	63.787281	29.42588	50.208134	66.126419	48.797398	Falcon+CC (QC Tulu 10%)	60M	small aux 3	89
11,250	53.963581	37.877174	57.861519	62.32962	36.812988	24.421669	62.918335	28.943281	48.911766	63.652256	48.049397	Falcon+CC (QC Tulu 10%)	60M	small aux 3	90
12,500	53.120632	35.081944	55.195	65.83075	36.103989	21.900553	61.299915	28.029432	47.987091	61.383274	46.674294	Falcon+CC (QC Tulu 10%)	60M	small aux 3	91
13,750	52.644039	34.864208	54.317909	63.594673	35.250988	22.544231	60.258827	27.345776	47.028915	61.132423	45.720638	Falcon+CC (QC Tulu 10%)	60M	small aux 3	92
15,000	50.988914	34.130276	53.559055	59.185104	34.33075	20.713547	59.01897	26.662401	45.872128	60.491528	44.605865	Falcon+CC (QC Tulu 10%)	60M	small aux 3	93
16,250	49.114258	33.144272	52.690269	55.446712	33.514412	20.341553	57.949654	26.02202	44.750454	57.428238	43.636356	Falcon+CC (QC Tulu 10%)	60M	small aux 3	94
17,500	48.244301	31.868786	50.527611	52.254444	32.672039	18.985889	57.102833	25.355236	43.790077	55.768688	42.56572	Falcon+CC (QC Tulu 10%)	60M	small aux 3	95
18,750	46.516796	31.319237	50.018051	56.607548	31.832197	18.979807	55.805931	24.726044	42.772102	54.332672	41.53635	Falcon+CC (QC Tulu 10%)	60M	small aux 3	96
20,000	44.559353	30.806416	48.906937	55.655495	30.855431	18.680519	54.836021	23.993473	41.728764	52.617496	40.62611	Falcon+CC (QC Tulu 10%)	60M	small aux 3	97
21,250	43.797638	28.991211	47.96582	53.224739	29.989483	16.935097	53.572556	23.393398	40.847187	51.167931	39.733543	Falcon+CC (QC Tulu 10%)	60M	small aux 3	98
22,500	42.169907	28.119169	47.07032	53.410049	29.40625	16.224134	52.460056	22.822386	39.911228	49.271828	38.700397	Falcon+CC (QC Tulu 10%)	60M	small aux 3	99

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