Datasets:

jackf857
/

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

epoch float64 0.01 0.99	step int64 5 330	batch_size int64 128 128	mean float64 -0.05 9.65	std float64 0.31 13.5	min float64 -34.01 -0.79	p10 float64 -11.35 -0.31	median float64 -0.04 8.64	p90 float64 0.31 27.1	max float64 0.95 49.5	pos_frac float64 0.46 0.84
0.012094	5	128	-0.04748	0.375767	-1.331818	-0.54978	-0.026147	0.373662	1.163986	0.476563
0.027211	10	128	-0.014943	0.323991	-0.794746	-0.366763	-0.035271	0.314061	1.800385	0.460938
0.042328	15	128	-0.028959	0.388678	-1.14991	-0.522556	0.01527	0.412463	0.94516	0.523438
0.057445	20	128	0.015504	0.363259	-1.304794	-0.389548	0.015776	0.429777	1.028656	0.539063
0.072562	25	128	0.051781	0.310167	-0.886833	-0.31022	0.055786	0.369106	1.043678	0.585938
0.08768	30	128	0.050314	0.48922	-1.717621	-0.512061	0.05032	0.612696	1.591904	0.578125
0.102797	35	128	0.225816	0.678656	-1.735046	-0.547152	0.190572	1.16014	2.839142	0.632813
0.117914	40	128	0.416143	1.161931	-2.674904	-0.766087	0.268933	1.948101	4.723877	0.640625
0.133031	45	128	0.62501	1.191314	-2.531677	-0.884578	0.518143	2.183365	4.201752	0.71875
0.148148	50	128	0.512242	2.532708	-6.732758	-1.902887	0.456455	3.25832	11.806885	0.570313
0.163265	55	128	0.789855	3.348819	-12.628448	-2.144156	0.374693	4.15077	13.544479	0.585938
0.178382	60	128	1.05776	3.263462	-9.582672	-2.801169	1.298989	4.943241	11.842743	0.65625
0.1935	65	128	1.067197	4.277152	-13.794434	-3.629804	1.198092	5.953107	17.813446	0.609375
0.208617	70	128	1.112225	4.439014	-14.454559	-4.609388	0.870728	6.30648	12.316391	0.609375
0.223734	75	128	1.747135	4.135451	-10.879654	-3.402821	1.533275	6.916634	12.867874	0.703125
0.238851	80	128	1.827565	3.93698	-9.482697	-3.643027	1.99134	5.926811	14.366074	0.71875
0.253968	85	128	1.679281	4.432816	-10.255798	-3.765931	1.520504	7.547116	13.499039	0.664063
0.269085	90	128	1.757423	4.914575	-9.480553	-4.552164	1.88475	7.152714	17.795578	0.632813
0.284203	95	128	3.069224	5.406534	-11.782913	-3.575383	2.881893	9.827679	17.631805	0.742188
0.29932	100	128	3.782472	6.710828	-15.330811	-5.611342	4.285557	11.991643	19.682312	0.757813
0.314437	105	128	4.76835	7.814531	-14.723557	-5.688404	5.066748	14.551871	27.862061	0.6875
0.329554	110	128	3.889817	8.041064	-16.533112	-6.287174	3.797503	14.415844	25.62635	0.6875
0.344671	115	128	4.199153	9.084802	-24.410004	-7.15676	4.449555	14.679737	26.364685	0.734375
0.359788	120	128	6.332533	10.650813	-22.449173	-6.39953	5.794296	20.488758	34.388916	0.710938
0.374906	125	128	4.670549	11.343088	-29.401321	-8.625638	5.465406	17.327506	37.321465	0.6875
0.390023	130	128	8.643995	11.690821	-17.852844	-7.855261	8.013363	22.820122	38.381287	0.757813
0.40514	135	128	6.039686	10.722983	-24.235886	-6.273184	5.13999	20.479641	36.623917	0.742188
0.420257	140	128	9.027397	9.601868	-11.56337	-2.270132	7.712341	23.920627	31.467842	0.835938
0.435374	145	128	7.117074	11.165584	-22.16256	-5.340719	4.607235	24.16481	31.929554	0.726563
0.450491	150	128	6.319969	11.813684	-21.54668	-8.394028	6.640793	21.757955	40.808731	0.71875
0.465608	155	128	4.570285	10.9008	-16.995697	-8.3092	4.018539	20.000141	34.566917	0.640625
0.480726	160	128	7.022367	12.934162	-25.383835	-7.639091	4.297999	23.831625	41.397263	0.695313
0.495843	165	128	7.965726	11.693789	-23.649063	-6.075272	6.773686	23.139128	34.478592	0.710938
0.51096	170	128	7.448472	11.918873	-20.636751	-6.920308	7.159183	23.726078	37.141788	0.710938
0.526077	175	128	8.924309	12.601271	-28.778076	-6.005987	7.957924	27.11669	37.128265	0.742188
0.541194	180	128	6.088979	11.9107	-24.399092	-6.993122	4.793144	22.929242	38.082146	0.632813
0.556311	185	128	7.535542	12.627551	-32.196938	-6.315732	6.466003	24.465455	35.890121	0.703125
0.571429	190	128	9.076218	12.609702	-26.062981	-6.853134	8.613024	25.728338	40.18924	0.78125
0.586546	195	128	7.880886	11.309344	-23.247215	-4.787791	7.913021	23.002049	40.220871	0.773438
0.601663	200	128	6.497625	12.077161	-19.719894	-7.107932	4.750252	22.371675	48.438995	0.679688
0.61678	205	128	5.960828	10.708694	-17.903481	-5.190356	3.882692	20.905491	32.786163	0.703125
0.631897	210	128	7.363704	11.85372	-25.871948	-6.746321	6.126537	23.418071	38.332748	0.757813
0.647014	215	128	8.470402	11.59664	-17.388794	-4.984427	8.109118	24.312492	36.830307	0.828125
0.662132	220	128	8.338154	12.038341	-19.894867	-5.577332	6.962917	26.510168	35.263405	0.75
0.677249	225	128	4.82762	11.00794	-21.799706	-8.700106	4.699024	18.802531	32.417313	0.671875
0.692366	230	128	8.63218	12.022804	-19.051098	-5.105046	7.971722	25.475282	38.212021	0.78125
0.707483	235	128	7.8441	11.251689	-23.124256	-4.484671	6.491171	24.636935	39.72673	0.742188
0.7226	240	128	7.075609	12.257866	-32.830635	-7.063788	6.643753	22.489557	35.763733	0.734375
0.737717	245	128	5.499929	13.509945	-28.851418	-11.351237	4.775692	23.873243	39.244858	0.632813
0.752834	250	128	7.548612	13.115721	-20.118073	-9.896597	5.301762	25.114243	39.830399	0.703125
0.767952	255	128	8.319434	12.026224	-16.628628	-7.59621	8.545765	23.315427	37.935081	0.742188
0.783069	260	128	5.487944	12.055616	-34.012268	-8.101333	4.567806	23.885488	31.471085	0.710938
0.798186	265	128	9.648123	11.899914	-18.291595	-5.030463	7.741356	25.286965	43.516632	0.773438
0.813303	270	128	7.876184	11.74519	-20.486832	-4.014098	5.228549	24.190156	38.558868	0.726563
0.82842	275	128	6.519967	11.674056	-24.938175	-5.968929	5.569647	23.809007	34.53894	0.71875
0.843537	280	128	7.571625	12.731539	-21.752466	-7.293315	5.912784	25.201518	37.860748	0.695313
0.858655	285	128	8.257553	11.936974	-22.96035	-6.347404	7.270533	24.127969	49.54541	0.75
0.873772	290	128	8.145797	12.672529	-24.332893	-7.633232	6.297414	24.883337	40.948051	0.757813
0.888889	295	128	8.49441	11.409524	-20.410751	-4.370526	7.437378	25.266502	37.198799	0.757813
0.904006	300	128	5.760251	12.243511	-20.753559	-8.673686	5.013466	23.429405	35.779068	0.664063
0.919123	305	128	8.660551	12.127133	-23.126328	-7.859503	8.641435	25.280575	46.828278	0.773438
0.93424	310	128	7.949916	11.725744	-18.482483	-5.045345	4.997147	25.329768	36.018143	0.734375
0.949358	315	128	8.161992	11.093169	-15.309803	-4.627866	6.095136	23.510718	39.888367	0.734375
0.964475	320	128	7.775618	12.171378	-27.991348	-6.061807	6.355921	21.498068	41.504227	0.773438
0.979592	325	128	8.297903	12.056964	-18.428932	-6.549242	8.055597	23.36094	36.701633	0.734375
0.994709	330	128	7.326564	12.160366	-25.790646	-7.562689	7.368363	22.944989	37.59861	0.757813

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

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

Source Run

Model repo id: jackf857/llama-3-8b-base-margin-dpo-hh-4xh100
Base model: W-61/llama-3-8b-base-hh-harmless-sft-4xh100
Run name: llama-3-8b-base-margin-dpo-hh-4xh100
Margin log path: /workspace/outputs/llama-3-8b-base-margin-dpo-hh-4xh100/margin_logs
Published split: train
Rows: 66

Columns

epoch
step
batch_size
mean
std
min
p10
median
p90
max
pos_frac

Dataset Mixer

{
  "Anthropic/hh-rlhf": 1.0
}

Downloads last month: 27

Number of rows:

Total file size:

12.4 kB