llama-7b-dpo-qlora-relu

This model is a fine-tuned version of meta-llama/Llama-2-7b-chat-hf on the HuggingFaceH4/ultrafeedback_binarized dataset. It achieves the following results on the evaluation set:

• Loss: 0.6423
• Rewards/chosen: 0.9449
• Rewards/rejected: 0.6402
• Rewards/accuracies: 0.6670
• Rewards/margins: 0.3047
• Logps/rejected: -2686.5962
• Logps/chosen: -3150.4404
• Logits/rejected: 0.2397
• Logits/chosen: 0.1410

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

• learning_rate: 5e-06
• train_batch_size: 1
• eval_batch_size: 2
• seed: 42
• distributed_type: multi-GPU
• num_devices: 2
• gradient_accumulation_steps: 8
• total_train_batch_size: 16
• total_eval_batch_size: 4
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: cosine
• lr_scheduler_warmup_ratio: 0.1
• num_epochs: 1

Training results

Training Loss	Epoch	Step	Validation Loss	Rewards/chosen	Rewards/rejected	Rewards/accuracies	Rewards/margins	Logps/rejected	Logps/chosen	Logits/rejected	Logits/chosen
0.6918	0.01	20	0.6927	0.0105	0.0089	0.4990	0.0016	-2749.7332	-3243.8831	0.4756	0.4010
0.6888	0.01	40	0.6865	0.1092	0.0901	0.5570	0.0191	-2741.6096	-3234.0100	0.4667	0.3920
0.6812	0.02	60	0.6778	0.3441	0.2892	0.5580	0.0549	-2721.7036	-3210.5227	0.4384	0.3634
0.6845	0.02	80	0.6751	0.5007	0.4191	0.5530	0.0815	-2708.7063	-3194.8674	0.4217	0.3468
0.6855	0.03	100	0.6733	0.6956	0.5819	0.5500	0.1137	-2692.4290	-3175.3694	0.3896	0.3148
0.6642	0.03	120	0.6705	0.5230	0.4322	0.5710	0.0909	-2707.4033	-3192.6296	0.4159	0.3416
0.6701	0.04	140	0.6716	0.5848	0.4825	0.5710	0.1023	-2702.3718	-3186.4568	0.3973	0.3170
0.7142	0.04	160	0.6677	0.4415	0.3502	0.5850	0.0913	-2715.6021	-3200.7874	0.4151	0.3347
0.6615	0.05	180	0.6625	0.5577	0.4403	0.5990	0.1174	-2706.5872	-3189.1589	0.4109	0.3326
0.6665	0.05	200	0.6631	0.9369	0.7339	0.5860	0.2030	-2677.2251	-3151.2400	0.4161	0.3420
0.6708	0.06	220	0.6643	0.4623	0.3170	0.5920	0.1453	-2718.9246	-3198.7063	0.4936	0.4235
0.683	0.06	240	0.6630	0.5279	0.3786	0.6160	0.1493	-2712.7622	-3192.1443	0.4461	0.3650
0.6545	0.07	260	0.6642	0.7057	0.5381	0.6220	0.1676	-2696.8049	-3174.3584	0.4233	0.3391
0.6447	0.07	280	0.6697	0.9829	0.7689	0.6040	0.2140	-2673.7317	-3146.6445	0.3740	0.2969
0.6532	0.08	300	0.6842	1.0988	0.8235	0.6160	0.2752	-2668.2654	-3135.0552	0.3932	0.3240
0.6508	0.08	320	0.6766	0.4977	0.3186	0.6110	0.1791	-2718.7561	-3195.1597	0.4100	0.3256
0.6363	0.09	340	0.6838	0.6603	0.4982	0.5950	0.1621	-2700.7981	-3178.8992	0.3598	0.2745
0.7016	0.09	360	0.6749	1.1088	0.8535	0.6150	0.2553	-2665.2732	-3134.0569	0.3153	0.2233
0.6508	0.1	380	0.6655	0.8342	0.5982	0.6170	0.2360	-2690.8040	-3161.5134	0.3631	0.2783
0.7066	0.1	400	0.6643	0.4586	0.3004	0.6090	0.1582	-2720.5776	-3199.0710	0.3913	0.3081
0.6569	0.11	420	0.6895	1.7461	1.4097	0.5970	0.3364	-2609.6536	-3070.3232	0.1995	0.0996
0.6971	0.12	440	0.6804	0.3106	0.1542	0.5970	0.1564	-2735.1970	-3213.8723	0.4654	0.3795
0.7179	0.12	460	0.6708	0.3908	0.2148	0.6060	0.1760	-2729.1362	-3205.8511	0.4534	0.3755
0.6713	0.13	480	0.6653	1.1610	0.9019	0.6100	0.2591	-2660.4290	-3128.8379	0.2921	0.2072
0.7025	0.13	500	0.6618	0.8239	0.6190	0.6230	0.2048	-2688.7156	-3162.5444	0.3598	0.2752
0.6805	0.14	520	0.6632	1.1599	0.9100	0.6100	0.2499	-2659.6174	-3128.9429	0.3036	0.2199
0.6669	0.14	540	0.6762	0.4281	0.2712	0.6010	0.1569	-2723.4954	-3202.1235	0.3960	0.3262
0.7231	0.15	560	0.6819	1.6382	1.2978	0.6100	0.3405	-2620.8401	-3081.1089	0.2061	0.1212
0.6914	0.15	580	0.6667	0.7317	0.5114	0.6120	0.2203	-2699.4773	-3171.7651	0.3602	0.2804
0.6744	0.16	600	0.6655	1.3122	1.0204	0.6140	0.2917	-2648.5754	-3113.7166	0.2893	0.2001
0.7202	0.16	620	0.6704	1.3732	1.0696	0.6190	0.3035	-2643.6584	-3107.6179	0.3039	0.2156
0.6505	0.17	640	0.6631	1.0842	0.8426	0.6320	0.2416	-2666.3557	-3136.5125	0.2946	0.2053
0.6678	0.17	660	0.6688	0.7100	0.5343	0.6170	0.1758	-2697.1909	-3173.9294	0.3019	0.2101
0.6905	0.18	680	0.6601	1.1264	0.8772	0.6300	0.2492	-2662.8979	-3132.2937	0.2674	0.1735
0.6414	0.18	700	0.6684	0.7719	0.5596	0.6280	0.2123	-2694.6565	-3167.7427	0.3401	0.2509
0.6752	0.19	720	0.6932	1.8703	1.4853	0.6140	0.3850	-2602.0854	-3057.8987	0.1787	0.0785
0.6982	0.19	740	0.6774	0.4667	0.2947	0.6160	0.1720	-2721.1499	-3198.2676	0.3575	0.2655
0.6149	0.2	760	0.6715	1.5227	1.1845	0.6310	0.3383	-2632.1743	-3092.6604	0.2016	0.1056
0.6568	0.2	780	0.6975	0.1888	-0.0062	0.6020	0.1951	-2751.2429	-3226.0491	0.4294	0.3384
0.633	0.21	800	0.6989	2.0748	1.6194	0.6130	0.4554	-2588.6804	-3037.4561	0.1522	0.0436
0.6907	0.21	820	0.6632	1.0945	0.8066	0.6350	0.2879	-2669.9553	-3135.4792	0.3036	0.2037
0.6582	0.22	840	0.6571	0.8583	0.6168	0.6260	0.2416	-2688.9436	-3159.1021	0.3119	0.2173
0.6568	0.23	860	0.6718	0.4558	0.2827	0.6090	0.1732	-2722.3523	-3199.3511	0.3512	0.2592
0.6589	0.23	880	0.6679	1.3269	1.0100	0.625	0.3169	-2649.6179	-3112.2434	0.2110	0.1108
0.6371	0.24	900	0.6656	1.1832	0.8731	0.6300	0.3101	-2663.3120	-3126.6121	0.2307	0.1377
0.7471	0.24	920	0.6693	0.8367	0.5850	0.6390	0.2517	-2692.1221	-3161.2661	0.2916	0.2077
0.6415	0.25	940	0.6632	1.0762	0.8094	0.6370	0.2669	-2669.6843	-3137.3086	0.2347	0.1441
0.7267	0.25	960	0.6971	2.0368	1.6586	0.5930	0.3781	-2584.7571	-3041.2559	0.0743	-0.0256
0.6586	0.26	980	0.6856	0.3772	0.2421	0.6090	0.1351	-2726.4094	-3207.2104	0.3268	0.2380
0.7058	0.26	1000	0.6665	1.0340	0.7988	0.6310	0.2352	-2670.7419	-3141.5334	0.2264	0.1320
0.6562	0.27	1020	0.6731	0.4362	0.2631	0.6220	0.1731	-2724.3091	-3201.3096	0.3141	0.2192
0.6695	0.27	1040	0.6666	0.9000	0.6468	0.6240	0.2532	-2685.9409	-3154.9338	0.2496	0.1522
0.6998	0.28	1060	0.6631	0.9608	0.7039	0.6270	0.2569	-2680.2302	-3148.8518	0.2293	0.1286
0.6467	0.28	1080	0.6611	0.9271	0.6794	0.6310	0.2477	-2682.6790	-3152.2249	0.2534	0.1543
0.7014	0.29	1100	0.6916	0.1793	0.0194	0.5970	0.1599	-2748.6746	-3227.0022	0.4020	0.3112
0.6383	0.29	1120	0.6646	1.2449	0.9461	0.6190	0.2988	-2656.0103	-3120.4397	0.2246	0.1310
0.6594	0.3	1140	0.6694	1.2174	0.9267	0.625	0.2907	-2657.9519	-3123.1938	0.2294	0.1372
0.6662	0.3	1160	0.6692	0.7808	0.5201	0.6340	0.2606	-2698.6074	-3166.8572	0.3542	0.2664
0.6439	0.31	1180	0.6644	0.9192	0.6222	0.6410	0.2970	-2688.3950	-3153.0110	0.3655	0.2800
0.6218	0.31	1200	0.6586	1.0825	0.7651	0.6430	0.3175	-2674.1140	-3136.6797	0.3050	0.2116
0.68	0.32	1220	0.6571	0.9931	0.6987	0.6560	0.2944	-2680.7493	-3145.6201	0.3002	0.2058
0.631	0.32	1240	0.6606	1.4409	1.0899	0.6450	0.3511	-2641.6331	-3100.8398	0.2226	0.1298
0.6553	0.33	1260	0.6755	1.3941	1.0416	0.6360	0.3525	-2646.4556	-3105.5215	0.1853	0.0877
0.656	0.33	1280	0.6742	1.6210	1.2561	0.6470	0.3649	-2625.0129	-3082.8352	0.1333	0.0343
0.6968	0.34	1300	0.6620	1.5566	1.2255	0.6370	0.3311	-2628.0706	-3089.2764	0.1418	0.0440
0.6756	0.35	1320	0.6619	1.4656	1.1785	0.6260	0.2871	-2632.7727	-3098.3765	0.1436	0.0456
0.651	0.35	1340	0.6586	0.9936	0.7542	0.6330	0.2394	-2675.2009	-3145.5730	0.2575	0.1608
0.6863	0.36	1360	0.6593	1.0603	0.7861	0.6410	0.2742	-2672.0063	-3138.9028	0.2625	0.1624
0.6671	0.36	1380	0.6585	0.9249	0.6679	0.6300	0.2570	-2683.8271	-3152.4412	0.2769	0.1792
0.6495	0.37	1400	0.6559	1.0075	0.7487	0.6410	0.2589	-2675.7534	-3144.1819	0.2563	0.1592
0.6505	0.37	1420	0.6666	0.5015	0.3152	0.6310	0.1862	-2719.0969	-3194.7869	0.3321	0.2419
0.6855	0.38	1440	0.6567	0.8450	0.6100	0.6470	0.2350	-2689.6213	-3160.4331	0.2770	0.1859
0.6501	0.38	1460	0.6599	0.7577	0.5266	0.6390	0.2311	-2697.9607	-3169.1663	0.2910	0.1981
0.649	0.39	1480	0.6599	1.2617	0.9540	0.6420	0.3077	-2655.2158	-3118.7607	0.2065	0.1052
0.6554	0.39	1500	0.6583	1.0495	0.7839	0.6490	0.2656	-2672.2302	-3139.9814	0.2280	0.1330
0.6749	0.4	1520	0.6606	0.8217	0.5860	0.6320	0.2356	-2692.0178	-3162.7683	0.2671	0.1767
0.6857	0.4	1540	0.6595	0.7859	0.5242	0.6460	0.2617	-2698.1951	-3166.3406	0.3070	0.2132
0.6507	0.41	1560	0.6542	0.9973	0.6889	0.6470	0.3084	-2681.7246	-3145.1982	0.2675	0.1687
0.6126	0.41	1580	0.6575	1.2987	0.9358	0.6440	0.3629	-2657.0410	-3115.0645	0.2162	0.1168
0.6109	0.42	1600	0.6630	1.4768	1.0912	0.6350	0.3857	-2641.5007	-3097.2493	0.1774	0.0735
0.6221	0.42	1620	0.6609	1.2858	0.9370	0.6470	0.3488	-2656.9226	-3116.3562	0.1969	0.0922
0.6565	0.43	1640	0.6651	0.7151	0.4459	0.6400	0.2692	-2706.0293	-3173.4238	0.2898	0.1894
0.5982	0.43	1660	0.6571	1.4690	1.0905	0.6410	0.3785	-2641.5686	-3098.0374	0.1833	0.0805
0.6986	0.44	1680	0.6550	1.1146	0.7781	0.6480	0.3365	-2672.8064	-3133.4736	0.2533	0.1546
0.6316	0.44	1700	0.6606	1.6375	1.2530	0.6360	0.3845	-2625.3179	-3081.1812	0.1494	0.0475
0.6618	0.45	1720	0.6571	1.0847	0.7877	0.6440	0.2969	-2671.8479	-3136.4675	0.2297	0.1309
0.7146	0.46	1740	0.6609	1.4069	1.0677	0.6420	0.3392	-2643.8464	-3104.2388	0.1950	0.0944
0.7156	0.46	1760	0.6546	1.0781	0.7864	0.6530	0.2917	-2671.9775	-3137.1184	0.2555	0.1579
0.6817	0.47	1780	0.6729	0.5426	0.3537	0.6190	0.1888	-2715.2463	-3190.6765	0.3162	0.2207
0.6277	0.47	1800	0.6605	1.4863	1.1568	0.6330	0.3295	-2634.9365	-3096.2996	0.1666	0.0620
0.6093	0.48	1820	0.6556	1.3461	1.0113	0.6490	0.3348	-2649.4885	-3110.3245	0.2064	0.1022
0.6416	0.48	1840	0.6525	1.0218	0.7311	0.6510	0.2908	-2677.5134	-3142.7522	0.2618	0.1602
0.647	0.49	1860	0.6554	1.3002	0.9643	0.6440	0.3360	-2654.1936	-3114.9124	0.2039	0.1007
0.6269	0.49	1880	0.6585	0.7954	0.5231	0.6350	0.2724	-2698.3127	-3165.3899	0.2689	0.1661
0.7114	0.5	1900	0.6589	0.6154	0.3766	0.6370	0.2388	-2712.9587	-3183.3887	0.2911	0.1904
0.6789	0.5	1920	0.6563	0.7003	0.4604	0.6350	0.2400	-2704.5811	-3174.8984	0.2714	0.1702
0.6729	0.51	1940	0.6574	1.2669	0.9475	0.6420	0.3194	-2655.8650	-3118.2434	0.1795	0.0734
0.6502	0.51	1960	0.6607	1.4160	1.0771	0.6400	0.3390	-2642.9128	-3103.3286	0.1572	0.0508
0.6567	0.52	1980	0.6547	0.9924	0.7209	0.6440	0.2715	-2678.5286	-3145.6885	0.2263	0.1233
0.66	0.52	2000	0.6564	0.9395	0.6803	0.6410	0.2592	-2682.5881	-3150.9863	0.2323	0.1301
0.6165	0.53	2020	0.6539	1.1203	0.8204	0.6420	0.2999	-2668.5769	-3132.9045	0.2117	0.1094
0.7214	0.53	2040	0.6555	1.3331	0.9914	0.6430	0.3418	-2651.4824	-3111.6213	0.1934	0.0901
0.6622	0.54	2060	0.6509	1.2432	0.9268	0.6400	0.3164	-2657.9395	-3120.6147	0.1900	0.0865
0.6141	0.54	2080	0.6504	1.1034	0.8115	0.6370	0.2919	-2669.4675	-3134.5964	0.2067	0.1041
0.6511	0.55	2100	0.6495	1.3362	1.0167	0.6470	0.3195	-2648.9509	-3111.3123	0.1578	0.0529
0.6457	0.55	2120	0.6507	1.4016	1.0814	0.6300	0.3202	-2642.4827	-3104.7749	0.1297	0.0242
0.6444	0.56	2140	0.6481	0.9908	0.7249	0.6460	0.2659	-2678.1279	-3145.8511	0.1869	0.0838
0.6709	0.57	2160	0.6469	1.1710	0.8782	0.6470	0.2928	-2662.7959	-3127.8286	0.1521	0.0463
0.7217	0.57	2180	0.6496	0.8703	0.6234	0.6410	0.2469	-2688.2808	-3157.9065	0.1928	0.0898
0.7032	0.58	2200	0.6462	1.2924	0.9830	0.6350	0.3094	-2652.3159	-3115.6887	0.1211	0.0142
0.729	0.58	2220	0.6603	1.7124	1.3448	0.6340	0.3676	-2616.1379	-3073.6912	0.0609	-0.0472
0.6496	0.59	2240	0.6475	1.2981	0.9806	0.6440	0.3175	-2652.5581	-3115.1221	0.1405	0.0349
0.6615	0.59	2260	0.6476	1.3386	1.0066	0.6450	0.3320	-2649.9587	-3111.0693	0.1516	0.0464
0.6581	0.6	2280	0.6458	1.0039	0.7166	0.6520	0.2873	-2678.9626	-3144.5474	0.2101	0.1083
0.6604	0.6	2300	0.6468	0.9760	0.6927	0.6510	0.2833	-2681.3484	-3147.3301	0.2123	0.1119
0.6762	0.61	2320	0.6451	1.2231	0.9037	0.6540	0.3194	-2660.2520	-3122.6216	0.1764	0.0751
0.6687	0.61	2340	0.6448	1.0471	0.7491	0.6470	0.2980	-2675.7124	-3140.2263	0.2063	0.1060
0.6154	0.62	2360	0.6460	1.3661	1.0244	0.6510	0.3417	-2648.1831	-3108.3257	0.1519	0.0509
0.712	0.62	2380	0.6491	1.4910	1.1296	0.6490	0.3613	-2637.6560	-3095.8364	0.1400	0.0397
0.675	0.63	2400	0.6467	0.8895	0.6147	0.6510	0.2748	-2689.1521	-3155.9834	0.2318	0.1331
0.6251	0.63	2420	0.6458	0.9209	0.6407	0.6540	0.2802	-2686.5471	-3152.8416	0.2377	0.1404
0.58	0.64	2440	0.6451	1.0306	0.7363	0.6470	0.2943	-2676.9885	-3141.8696	0.2140	0.1162
0.6538	0.64	2460	0.6477	1.5124	1.1437	0.6430	0.3688	-2636.2539	-3093.6924	0.1432	0.0436
0.6741	0.65	2480	0.6436	1.2072	0.8802	0.6460	0.3270	-2662.5972	-3124.2100	0.1846	0.0856
0.6109	0.65	2500	0.6447	1.1234	0.8068	0.6500	0.3166	-2669.9399	-3132.5901	0.1969	0.0982
0.6749	0.66	2520	0.6447	1.1995	0.8679	0.6470	0.3316	-2663.8308	-3124.9836	0.1925	0.0972
0.6524	0.66	2540	0.6449	1.1229	0.8033	0.6430	0.3196	-2670.2866	-3132.6394	0.2064	0.1134
0.6155	0.67	2560	0.6445	1.2928	0.9541	0.6490	0.3388	-2655.2100	-3115.6487	0.1766	0.0820
0.6498	0.68	2580	0.6460	1.4062	1.0492	0.6530	0.3570	-2645.6958	-3104.3142	0.1537	0.0579
0.6205	0.68	2600	0.6453	1.4175	1.0608	0.6500	0.3567	-2644.5352	-3103.1826	0.1426	0.0455
0.6644	0.69	2620	0.6438	1.2662	0.9337	0.6520	0.3326	-2657.2537	-3118.3110	0.1690	0.0736
0.6403	0.69	2640	0.6467	0.8363	0.5591	0.6530	0.2772	-2694.7085	-3161.3059	0.2464	0.1527
0.6697	0.7	2660	0.6505	0.7270	0.4575	0.6480	0.2696	-2704.8721	-3172.2310	0.2698	0.1761
0.586	0.7	2680	0.6468	0.9120	0.6146	0.6530	0.2973	-2689.1567	-3153.7361	0.2405	0.1441
0.7133	0.71	2700	0.6477	0.9017	0.6019	0.6550	0.2997	-2690.4275	-3154.7668	0.2465	0.1499
0.6203	0.71	2720	0.6453	1.1435	0.8143	0.6560	0.3292	-2669.1887	-3130.5833	0.2043	0.1065
0.6403	0.72	2740	0.6447	1.1619	0.8317	0.6600	0.3302	-2667.4482	-3128.7390	0.1988	0.1014
0.6562	0.72	2760	0.6440	1.2726	0.9351	0.6550	0.3374	-2657.1047	-3117.6772	0.1750	0.0771
0.6216	0.73	2780	0.6433	1.1472	0.8271	0.6570	0.3201	-2667.9097	-3130.2151	0.1984	0.1010
0.6439	0.73	2800	0.6434	1.1500	0.8274	0.6630	0.3226	-2667.8799	-3129.9346	0.2031	0.1054
0.6545	0.74	2820	0.6444	1.2737	0.9325	0.6570	0.3412	-2657.3660	-3117.5645	0.1840	0.0854
0.5712	0.74	2840	0.6442	1.3124	0.9665	0.6590	0.3459	-2653.9678	-3113.6951	0.1738	0.0740
0.6623	0.75	2860	0.6435	1.2882	0.9459	0.6590	0.3424	-2656.0342	-3116.1118	0.1759	0.0758
0.6491	0.75	2880	0.6429	1.0676	0.7540	0.6630	0.3136	-2675.2224	-3138.1736	0.2086	0.1087
0.6316	0.76	2900	0.6444	0.9143	0.6184	0.6560	0.2959	-2688.7827	-3153.5068	0.2324	0.1333
0.6851	0.76	2920	0.6433	0.9858	0.6757	0.6550	0.3102	-2683.0530	-3146.3491	0.2232	0.1233
0.6261	0.77	2940	0.6436	1.0911	0.7674	0.6610	0.3237	-2673.8782	-3135.8259	0.2103	0.1108
0.591	0.77	2960	0.6434	1.0843	0.7597	0.6610	0.3246	-2674.6450	-3136.4993	0.2118	0.1125
0.6719	0.78	2980	0.6440	1.0943	0.7677	0.6630	0.3266	-2673.8528	-3135.5054	0.2090	0.1100
0.6609	0.79	3000	0.6442	1.0791	0.7548	0.6630	0.3243	-2675.1423	-3137.0229	0.2128	0.1147
0.6365	0.79	3020	0.6446	1.1918	0.8544	0.6620	0.3374	-2665.1812	-3125.7544	0.1954	0.0969
0.6146	0.8	3040	0.6441	1.1548	0.8233	0.6600	0.3315	-2668.2886	-3129.4490	0.2033	0.1046
0.6289	0.8	3060	0.6435	1.0469	0.7296	0.6610	0.3172	-2677.6558	-3140.2471	0.2190	0.1207
0.6233	0.81	3080	0.6443	0.9655	0.6584	0.6570	0.3072	-2684.7822	-3148.3809	0.2312	0.1331
0.5942	0.81	3100	0.6441	1.0521	0.7311	0.6620	0.3210	-2677.5120	-3139.7278	0.2208	0.1215
0.6646	0.82	3120	0.6439	1.0663	0.7436	0.6590	0.3226	-2676.2566	-3138.3083	0.2200	0.1207
0.7201	0.82	3140	0.6431	1.0673	0.7465	0.6630	0.3208	-2675.9697	-3138.2017	0.2170	0.1173
0.684	0.83	3160	0.6429	1.0782	0.7570	0.6630	0.3213	-2674.9221	-3137.1096	0.2138	0.1138
0.6372	0.83	3180	0.6424	1.0512	0.7307	0.6610	0.3205	-2677.5535	-3139.8164	0.2199	0.1195
0.6491	0.84	3200	0.6429	0.9864	0.6737	0.6610	0.3127	-2683.2532	-3146.2932	0.2311	0.1313
0.6321	0.84	3220	0.6419	1.0593	0.7374	0.6640	0.3218	-2676.8789	-3139.0081	0.2190	0.1184
0.6858	0.85	3240	0.6418	1.1185	0.7905	0.6670	0.3281	-2671.5710	-3133.0784	0.2093	0.1081
0.6487	0.85	3260	0.6414	1.1003	0.7762	0.6670	0.3241	-2673.0029	-3134.9077	0.2102	0.1092
0.6232	0.86	3280	0.6418	1.0890	0.7641	0.6650	0.3249	-2674.2104	-3136.0315	0.2155	0.1153
0.6751	0.86	3300	0.6423	1.1216	0.7925	0.6690	0.3291	-2671.3660	-3132.7705	0.2116	0.1113
0.6696	0.87	3320	0.6420	1.1138	0.7855	0.6650	0.3283	-2672.0674	-3133.5513	0.2124	0.1127
0.6762	0.87	3340	0.6418	1.0429	0.7242	0.6670	0.3187	-2678.2026	-3140.6455	0.2234	0.1238
0.6431	0.88	3360	0.6423	0.9878	0.6777	0.6680	0.3100	-2682.8467	-3146.1572	0.2324	0.1334
0.6533	0.88	3380	0.6422	0.9657	0.6575	0.6670	0.3082	-2684.8696	-3148.3625	0.2357	0.1369
0.6517	0.89	3400	0.6415	1.0024	0.6893	0.6660	0.3132	-2681.6929	-3144.6909	0.2319	0.1329
0.7125	0.9	3420	0.6420	0.9890	0.6795	0.6700	0.3095	-2682.6711	-3146.0359	0.2327	0.1341
0.655	0.9	3440	0.6418	0.9841	0.6752	0.6670	0.3089	-2683.0972	-3146.5217	0.2339	0.1353
0.6298	0.91	3460	0.6421	0.9683	0.6617	0.6670	0.3066	-2684.4517	-3148.1047	0.2362	0.1376
0.634	0.91	3480	0.6420	0.9671	0.6600	0.6640	0.3071	-2684.6169	-3148.2190	0.2363	0.1376
0.6325	0.92	3500	0.6422	0.9461	0.6408	0.6670	0.3053	-2686.5374	-3150.3208	0.2398	0.1410
0.6207	0.92	3520	0.6423	0.9349	0.6315	0.6670	0.3034	-2687.4702	-3151.4434	0.2420	0.1432
0.6435	0.93	3540	0.6423	0.9279	0.6254	0.6630	0.3025	-2688.0842	-3152.1453	0.2425	0.1440
0.6271	0.93	3560	0.6428	0.9143	0.6145	0.6670	0.2998	-2689.1689	-3153.5029	0.2442	0.1455
0.6405	0.94	3580	0.6426	0.9048	0.6055	0.6670	0.2994	-2690.0718	-3154.4497	0.2447	0.1459
0.6822	0.94	3600	0.6424	0.9191	0.6187	0.6610	0.3005	-2688.7505	-3153.0198	0.2428	0.1443
0.6431	0.95	3620	0.6423	0.9294	0.6263	0.6670	0.3031	-2687.9922	-3151.9922	0.2417	0.1429
0.6189	0.95	3640	0.6424	0.9340	0.6305	0.6690	0.3034	-2687.5674	-3151.5378	0.2410	0.1422
0.6516	0.96	3660	0.6424	0.9430	0.6385	0.6700	0.3045	-2686.7739	-3150.6345	0.2398	0.1409
0.6229	0.96	3680	0.6422	0.9399	0.6361	0.6680	0.3038	-2687.0042	-3150.9431	0.2402	0.1416
0.6209	0.97	3700	0.6424	0.9390	0.6353	0.6690	0.3037	-2687.0925	-3151.0369	0.2406	0.1419
0.5807	0.97	3720	0.6425	0.9358	0.6323	0.6700	0.3034	-2687.3884	-3151.3577	0.2408	0.1421
0.6304	0.98	3740	0.6423	0.9440	0.6394	0.6670	0.3047	-2686.6794	-3150.5283	0.2406	0.1419
0.6049	0.98	3760	0.6424	0.9451	0.6405	0.6660	0.3046	-2686.5706	-3150.4238	0.2391	0.1403
0.6624	0.99	3780	0.6424	0.9449	0.6407	0.6640	0.3042	-2686.5491	-3150.4412	0.2395	0.1407
0.6649	0.99	3800	0.6423	0.9422	0.6378	0.6660	0.3044	-2686.8362	-3150.7134	0.2403	0.1415
0.638	1.0	3820	0.6423	0.9449	0.6403	0.6670	0.3047	-2686.5935	-3150.4404	0.2397	0.1410

Framework versions

• PEFT 0.7.1
• Transformers 4.36.2
• Pytorch 2.2.1+cu121
• Datasets 2.14.6
• Tokenizers 0.15.2