Datasets:

jackf857
/

llama-3-8b-base-margin-dpo-4xh100-margin

epoch float64 0 0.99	step int64 0 475	batch_size int64 8 8	mean float64 -10.54 142	std float64 0.35 179	min float64 -223.2 37.5	p10 float64 -142.4 60.8	median float64 -10.04 131	p90 float64 0.46 336	max float64 0.48 543	pos_frac float64 0.38 1
0	0	8	0.089539	0.348045	-0.430115	-0.260316	0.031216	0.605465	0.654625	0.5
0.01047	5	8	-0.028925	0.593009	-0.908081	-0.728809	0.058683	0.517811	1.161774	0.625
0.02094	10	8	0.024921	0.700057	-1.168457	-1.018002	0.161841	0.695482	1.026718	0.625
0.03141	15	8	0.206041	1.064547	-1.690094	-1.239178	0.333626	1.395313	1.565399	0.625
0.041879	20	8	-0.052413	0.589898	-1.50621	-0.57499	0.080765	0.46427	0.478027	0.625
0.052349	25	8	0.603473	0.869261	-0.495361	-0.39828	0.484846	1.787466	2.240112	0.75
0.062819	30	8	0.501487	0.899388	-0.826061	-0.482889	0.5793	1.232023	2.451752	0.75
0.073289	35	8	0.318485	1.096094	-1.508331	-0.514471	0.122362	1.48439	2.663696	0.75
0.083759	40	8	1.212408	1.221892	-1.465729	-0.48082	1.635269	2.195984	2.239716	0.75
0.094229	45	8	3.011919	2.052511	0.57222	0.596891	3.382294	5.16691	6.476013	1
0.104698	50	8	1.339208	1.470658	-0.5961	0.020609	0.965691	2.96898	4.347687	0.875
0.115168	55	8	8.090615	6.085463	-0.504913	2.835574	6.468662	14.842027	20.826965	0.875
0.125638	60	8	1.680679	6.602689	-8.036011	-8.018034	3.149307	8.755911	12.305878	0.625
0.136108	65	8	2.945871	10.728245	-10.806732	-7.231334	1.173042	14.190298	27.56308	0.625
0.146578	70	8	1.913579	17.202374	-36.574707	-12.09483	0.704544	21.367126	23.728088	0.5
0.157048	75	8	1.053295	4.152666	-4.118282	-2.882237	0.336597	5.391435	10.067398	0.5
0.167517	80	8	-2.627617	9.142611	-24.556091	-12.070049	1.874866	4.030487	5.250843	0.625
0.177987	85	8	2.984282	11.014772	-22.119263	-7.530817	4.381454	13.116681	14.377869	0.625
0.188457	90	8	5.887084	18.086391	-25.962585	-11.325497	4.387127	27.691449	38.414642	0.625
0.198927	95	8	4.623327	28.900927	-51.342529	-30.242156	6.131781	37.685535	47.420593	0.625
0.209397	100	8	10.854486	15.634042	-22.737301	-9.80715	15.658142	24.835211	27.139221	0.75
0.219867	105	8	15.437376	17.850618	-7.021744	-6.736909	16.691963	37.663927	45.015091	0.625
0.230336	110	8	13.645245	28.313391	-32.83165	-23.884572	17.936489	49.199544	50.797028	0.625
0.240806	115	8	7.347481	38.901321	-48.611145	-32.696698	0.132311	58.314896	62.450104	0.5
0.251276	120	8	6.593545	44.409409	-56.95462	-40.654039	0.26741	57.284448	99.094879	0.5
0.261746	125	8	9.583904	49.14283	-88.712158	-48.358081	18.265411	57.889948	81.820129	0.625
0.272216	130	8	-7.485867	38.682709	-71.188461	-56.705428	-7.91871	35.504779	55.855621	0.375
0.282686	135	8	0.532839	42.556961	-91.714294	-43.09598	8.910751	45.858607	52.225845	0.625
0.293155	140	8	-3.92691	73.857582	-171.209152	-99.865388	21.927296	56.572943	63.854156	0.75
0.303625	145	8	32.943645	62.048317	-75.074036	-45.713988	38.084068	98.601453	133.674469	0.75
0.314095	150	8	40.681267	44.225288	-8.36132	-8.18467	36.309143	98.692387	103.543243	0.625
0.324565	155	8	99.272552	114.908745	-64.470253	-23.895017	93.503265	228.004675	286.519958	0.625
0.335035	160	8	40.493572	53.758965	-23.719513	-17.682739	20.173248	115.584491	115.970764	0.75
0.345505	165	8	73.02713	54.801872	-10.766602	10.743103	76.042091	134.760553	142.52182	0.875
0.355974	170	8	44.889236	74.012199	-67.655052	-27.674094	35.070061	128.518439	173.27533	0.625
0.366444	175	8	37.910748	76.048798	-59.037018	-49.989665	34.538647	139.839342	160.152939	0.625
0.376914	180	8	62.134705	77.182945	-114.577011	-20.751878	90.705162	127.84407	130.758636	0.875
0.387384	185	8	88.271545	70.319252	-3.68409	1.117606	84.497593	179.790665	208.254333	0.875
0.397854	190	8	49.189583	78.019775	-18.576599	-7.169586	3.939117	159.715317	213.647552	0.5
0.408324	195	8	59.822128	78.178596	-24.214478	-9.43689	28.105391	179.24863	209.400604	0.75
0.418793	200	8	-10.536743	105.332886	-223.204346	-142.400595	9.320679	90.564842	137.161316	0.625
0.429263	205	8	4.961452	62.727924	-108.495193	-57.698741	4.427324	66.159879	126.455261	0.5
0.439733	210	8	66.53347	60.555691	-2.556458	0.403434	52.557022	139.521284	149.437164	0.875
0.450203	215	8	-6.223885	30.607941	-72.672058	-39.411121	5.456116	20.4923	33.477783	0.625
0.460673	220	8	9.115389	70.629791	-79.972076	-76.674377	5.510069	68.384782	164.373016	0.625
0.471143	225	8	44.054184	92.89444	-87.844543	-60.881331	36.107162	160.30484	181.18222	0.625
0.481612	230	8	61.250511	77.324631	-57.210403	-28.890685	60.183342	154.006874	175.778107	0.75
0.492082	235	8	65.56308	76.056221	-38.213287	-12.711141	41.59193	172.327751	188.539017	0.75
0.502552	240	8	20.259245	63.98225	-63.447357	-48.083609	25.013092	90.524507	152.672119	0.625
0.513022	245	8	66.619232	84.595329	-43.073135	-29.744286	35.396751	180.159541	195.654999	0.75
0.523492	250	8	85.688133	114.845779	-6.085052	-3.065066	52.503855	192.408359	370.03009	0.75
0.533962	255	8	101.221283	81.01252	20.850748	29.271655	63.626007	203.564206	259.193848	1
0.544431	260	8	15.32369	86.919525	-85.696594	-84.654221	-10.044233	136.113985	154.468979	0.5
0.554901	265	8	107.440659	82.774406	-26.907845	30.767115	85.666031	215.81965	264.395416	0.875
0.565371	270	8	31.348974	59.253181	-37.857101	-33.846083	17.204352	110.800369	143.385254	0.625
0.575841	275	8	102.184189	75.403275	21.722946	25.019481	70.761108	200.722717	226.664246	1
0.586311	280	8	20.049339	72.6558	-126.361649	-59.853563	33.890884	98.414921	114.627922	0.625
0.596781	285	8	110.757416	59.959702	-13.24968	24.574887	131.036194	161.691873	167.603058	0.875
0.60725	290	8	74.123955	88.231384	-82.50737	-19.370715	67.832619	186.272232	194.305634	0.875
0.61772	295	8	49.545822	104.529343	-132.330048	-65.688042	59.28334	164.75209	166.237518	0.5
0.62819	300	8	45.282921	74.283508	-62.811005	-33.160606	40.294586	126.161024	152.697205	0.5
0.63866	305	8	81.399048	71.767967	-27.347229	-3.866745	77.162247	172.143546	175.072296	0.875
0.64913	310	8	44.000664	79.657021	-106.156799	-74.000208	57.721716	122.397021	125.657593	0.75
0.6596	315	8	73.935837	98.881317	-89.338104	-39.390195	81.673622	187.490544	190.811752	0.625
0.670069	320	8	80.624954	132.091812	-102.049347	-43.806615	42.301823	262.70009	311.516022	0.625
0.680539	325	8	97.325737	78.472015	2.637115	6.678137	92.317467	196.343404	241.891373	1
0.691009	330	8	101.468147	115.600266	-25.940002	7.441824	34.27614	258.536865	325.232544	0.875
0.701479	335	8	141.640045	179.095322	-41.02475	-5.459396	90.474762	336.093842	542.541504	0.875
0.711949	340	8	26.202978	138.621094	-197.057831	-137.751224	5.61758	205.492828	269.535522	0.75
0.722419	345	8	62.494858	75.484573	-51.387436	-46.361724	78.863884	142.764001	177.106812	0.75
0.732888	350	8	32.670929	105.45443	-117.497162	-79.948767	13.124084	153.733655	241.353455	0.5
0.743358	355	8	45.632751	103.659363	-135.042755	-69.04039	30.361881	178.643239	180.880844	0.625
0.753828	360	8	39.839355	124.056732	-127.700607	-122.301146	60.142776	172.403629	217.57811	0.625
0.764298	365	8	79.628738	110.801361	-57.921509	-47.853497	73.615952	188.54201	304.879883	0.75
0.774768	370	8	84.271835	65.070816	-14.606339	5.60888	95.168854	150.802625	203.451691	0.875
0.785238	375	8	94.466736	82.70256	-3.583725	-0.435641	104.20348	186.490714	235.253357	0.875
0.795707	380	8	54.491714	69.009155	-74.573151	-44.399835	70.747177	130.558562	131.541794	0.75
0.806177	385	8	86.800842	92.470047	0	0	51.837776	203.586569	266.847382	0.75
0.816647	390	8	83.709602	117.162254	-111.361328	-56.222485	87.546829	248.968851	251.114288	0.75
0.827117	395	8	9.754518	81.625031	-91.317513	-77.436666	8.872593	120.223637	152.362701	0.625
0.837587	400	8	38.83984	135.524033	-100.640335	-84.122328	14.888519	152.876309	369.698639	0.5
0.848057	405	8	94.013802	100.464798	-104.436676	-19.732398	100.166656	193.669669	263.612396	0.875
0.858526	410	8	63.586105	74.568443	-23.800354	-22.425946	43.7549	167.668126	193.702057	0.75
0.868996	415	8	91.019455	103.729576	-132.713531	-5.075577	99.956329	202.968469	204.852539	0.875
0.879466	420	8	83.542679	90.552742	-16.990448	-5.664581	56.837692	216.397296	241.277802	0.75
0.889936	425	8	112.143143	100.754738	-13.048187	-12.863183	122.840439	220.234369	225.065155	0.75
0.900406	430	8	109.192169	121.645569	-18.769569	-11.754375	65.378349	279.279758	334.488434	0.75
0.910876	435	8	27.332777	82.85302	-111.885712	-76.414694	20.940109	124.730798	144.240051	0.625
0.921345	440	8	118.943512	79.473068	37.453232	37.618416	101.860092	227.519539	267.392334	1
0.931815	445	8	100.575592	41.181946	31.31863	60.801951	91.241425	153.836243	162.236755	1
0.942285	450	8	28.435633	111.830551	-153.438538	-103.383411	29.532074	174.617436	185.712921	0.5
0.952755	455	8	48.744171	111.822334	-102.423676	-54.601401	0.110273	207.364894	217.678391	0.5
0.963225	460	8	81.556961	88.223625	-54.172012	-9.623799	78.787983	197.655081	204.246826	0.875
0.973695	465	8	50.311626	97.435265	-51.809097	-43.168916	30.510736	209.590451	211.589386	0.625
0.984164	470	8	19.695492	103.286377	-136.164673	-102.199719	27.093819	151.336244	167.534714	0.5
0.994634	475	8	38.512127	94.037079	-95.877853	-49.949251	3.338367	175.988232	198.021057	0.625

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jackf857/llama-3-8b-base-margin-dpo-4xh100-margin

Per-step margin summary statistics exported from a margin-DPO training run.

Source Run

Model repo id: jackf857/llama-3-8b-base-margin-dpo-4xh100
Base model: W-61/llama-3-8b-base-ultrachat-sft-4xh100
Run name: llama-3-8b-base-margin-dpo-4xh100-pilot
Margin log path: /workplace/outputs/llama-3-8b-base-margin-dpo-4xh100-pilot/margin_logs
Published split: train
Rows: 96

Columns

epoch
step
batch_size
mean
std
min
p10
median
p90
max
pos_frac

Dataset Mixer

{
  "HuggingFaceH4/ultrafeedback_binarized": 1.0
}

Downloads last month: 33

Number of rows:

Total file size:

14.1 kB