V0223B1

This model is a fine-tuned version of yahma/llama-7b-hf on an unknown dataset. It achieves the following results on the evaluation set:

• Loss: 0.6424

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: 0.0003
• train_batch_size: 4
• eval_batch_size: 8
• seed: 42
• gradient_accumulation_steps: 4
• total_train_batch_size: 16
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: cosine_with_restarts
• lr_scheduler_warmup_steps: 20
• num_epochs: 3
• mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss
1.1046	0.0	10	1.0404
0.9514	0.0	20	0.8999
0.8512	0.01	30	0.8409
0.8159	0.01	40	0.8100
0.7658	0.01	50	0.7946
0.8303	0.01	60	0.7862
0.7631	0.02	70	0.7777
0.7806	0.02	80	0.7754
0.7885	0.02	90	0.7682
0.7546	0.02	100	0.7632
0.7496	0.03	110	0.7610
0.7476	0.03	120	0.7618
0.7394	0.03	130	0.7546
0.7569	0.03	140	0.7533
0.7428	0.03	150	0.7530
0.7733	0.04	160	0.7519
0.7261	0.04	170	0.7499
0.7071	0.04	180	0.7449
0.7334	0.04	190	0.7458
0.728	0.05	200	0.7418
0.7167	0.05	210	0.7400
0.7415	0.05	220	0.7390
0.732	0.05	230	0.7392
0.7339	0.05	240	0.7383
0.7427	0.06	250	0.7374
0.7254	0.06	260	0.7363
0.7589	0.06	270	0.7343
0.7594	0.06	280	0.7340
0.7113	0.07	290	0.7312
0.7239	0.07	300	0.7304
0.7123	0.07	310	0.7290
0.7077	0.07	320	0.7287
0.7342	0.08	330	0.7275
0.7233	0.08	340	0.7279
0.7282	0.08	350	0.7254
0.7103	0.08	360	0.7241
0.7412	0.08	370	0.7259
0.7489	0.09	380	0.7261
0.689	0.09	390	0.7254
0.7343	0.09	400	0.7247
0.6898	0.09	410	0.7238
0.7246	0.1	420	0.7231
0.7641	0.1	430	0.7232
0.6884	0.1	440	0.7207
0.6697	0.1	450	0.7194
0.7075	0.11	460	0.7216
0.7133	0.11	470	0.7206
0.7112	0.11	480	0.7180
0.7093	0.11	490	0.7186
0.7123	0.11	500	0.7178
0.7171	0.12	510	0.7176
0.7177	0.12	520	0.7148
0.728	0.12	530	0.7144
0.7009	0.12	540	0.7141
0.7102	0.13	550	0.7142
0.7242	0.13	560	0.7152
0.6868	0.13	570	0.7130
0.6911	0.13	580	0.7130
0.6885	0.14	590	0.7129
0.7031	0.14	600	0.7117
0.7149	0.14	610	0.7129
0.6933	0.14	620	0.7117
0.6863	0.14	630	0.7109
0.7324	0.15	640	0.7113
0.7039	0.15	650	0.7119
0.7273	0.15	660	0.7106
0.7009	0.15	670	0.7085
0.7135	0.16	680	0.7069
0.6975	0.16	690	0.7056
0.6826	0.16	700	0.7048
0.6848	0.16	710	0.7056
0.6979	0.16	720	0.7060
0.7193	0.17	730	0.7051
0.7274	0.17	740	0.7060
0.7015	0.17	750	0.7060
0.7278	0.17	760	0.7066
0.7078	0.18	770	0.7061
0.7024	0.18	780	0.7070
0.6858	0.18	790	0.7067
0.696	0.18	800	0.7050
0.6907	0.19	810	0.7037
0.713	0.19	820	0.7022
0.7141	0.19	830	0.7046
0.7012	0.19	840	0.7043
0.6939	0.19	850	0.7019
0.7202	0.2	860	0.7009
0.6918	0.2	870	0.7020
0.7149	0.2	880	0.7026
0.7155	0.2	890	0.7025
0.6861	0.21	900	0.7031
0.7051	0.21	910	0.7006
0.6914	0.21	920	0.7000
0.6974	0.21	930	0.6998
0.7004	0.22	940	0.6992
0.6961	0.22	950	0.6999
0.6663	0.22	960	0.6977
0.718	0.22	970	0.6979
0.6875	0.22	980	0.6984
0.7162	0.23	990	0.6988
0.6918	0.23	1000	0.6974
0.6954	0.23	1010	0.6992
0.7115	0.23	1020	0.6981
0.7041	0.24	1030	0.6987
0.6881	0.24	1040	0.6967
0.6726	0.24	1050	0.6968
0.6849	0.24	1060	0.6965
0.6912	0.24	1070	0.6970
0.6632	0.25	1080	0.6950
0.6774	0.25	1090	0.6965
0.6987	0.25	1100	0.6976
0.6871	0.25	1110	0.6972
0.6714	0.26	1120	0.6988
0.6922	0.26	1130	0.6948
0.6987	0.26	1140	0.6944
0.6909	0.26	1150	0.6952
0.6683	0.27	1160	0.6944
0.6851	0.27	1170	0.6936
0.6933	0.27	1180	0.6922
0.675	0.27	1190	0.6940
0.6848	0.27	1200	0.6945
0.7081	0.28	1210	0.6944
0.648	0.28	1220	0.6937
0.6907	0.28	1230	0.6940
0.7211	0.28	1240	0.6942
0.6596	0.29	1250	0.6919
0.6827	0.29	1260	0.6930
0.6995	0.29	1270	0.6920
0.6714	0.29	1280	0.6924
0.6671	0.3	1290	0.6930
0.7047	0.3	1300	0.6927
0.6956	0.3	1310	0.6916
0.7056	0.3	1320	0.6929
0.7038	0.3	1330	0.6914
0.7022	0.31	1340	0.6913
0.6831	0.31	1350	0.6922
0.6943	0.31	1360	0.6917
0.6919	0.31	1370	0.6918
0.6818	0.32	1380	0.6908
0.6705	0.32	1390	0.6896
0.6812	0.32	1400	0.6889
0.6773	0.32	1410	0.6867
0.7163	0.33	1420	0.6875
0.6509	0.33	1430	0.6875
0.6475	0.33	1440	0.6893
0.7025	0.33	1450	0.6893
0.6986	0.33	1460	0.6873
0.6849	0.34	1470	0.6877
0.6699	0.34	1480	0.6862
0.6535	0.34	1490	0.6878
0.6559	0.34	1500	0.6888
0.6797	0.35	1510	0.6878
0.7033	0.35	1520	0.6861
0.6774	0.35	1530	0.6866
0.6911	0.35	1540	0.6871
0.729	0.35	1550	0.6893
0.7055	0.36	1560	0.6876
0.6891	0.36	1570	0.6891
0.6819	0.36	1580	0.6877
0.6712	0.36	1590	0.6877
0.6797	0.37	1600	0.6882
0.6909	0.37	1610	0.6879
0.6764	0.37	1620	0.6875
0.6536	0.37	1630	0.6864
0.645	0.38	1640	0.6858
0.6736	0.38	1650	0.6841
0.6834	0.38	1660	0.6844
0.653	0.38	1670	0.6839
0.6821	0.38	1680	0.6848
0.6589	0.39	1690	0.6838
0.6557	0.39	1700	0.6845
0.6774	0.39	1710	0.6850
0.6877	0.39	1720	0.6855
0.6649	0.4	1730	0.6863
0.684	0.4	1740	0.6853
0.6664	0.4	1750	0.6841
0.6869	0.4	1760	0.6824
0.6515	0.41	1770	0.6833
0.6623	0.41	1780	0.6851
0.6875	0.41	1790	0.6833
0.6519	0.41	1800	0.6845
0.6568	0.41	1810	0.6835
0.6421	0.42	1820	0.6826
0.658	0.42	1830	0.6822
0.7026	0.42	1840	0.6811
0.6973	0.42	1850	0.6823
0.6697	0.43	1860	0.6826
0.6744	0.43	1870	0.6824
0.6907	0.43	1880	0.6814
0.6665	0.43	1890	0.6816
0.6894	0.44	1900	0.6806
0.6424	0.44	1910	0.6796
0.7	0.44	1920	0.6794
0.6691	0.44	1930	0.6811
0.6768	0.44	1940	0.6817
0.6752	0.45	1950	0.6810
0.6815	0.45	1960	0.6801
0.6741	0.45	1970	0.6799
0.6586	0.45	1980	0.6803
0.7014	0.46	1990	0.6806
0.6456	0.46	2000	0.6795
0.6642	0.46	2010	0.6806
0.6737	0.46	2020	0.6799
0.649	0.46	2030	0.6794
0.658	0.47	2040	0.6803
0.697	0.47	2050	0.6796
0.6645	0.47	2060	0.6792
0.674	0.47	2070	0.6803
0.6521	0.48	2080	0.6801
0.659	0.48	2090	0.6790
0.6489	0.48	2100	0.6784
0.6823	0.48	2110	0.6782
0.6866	0.49	2120	0.6778
0.6711	0.49	2130	0.6782
0.7048	0.49	2140	0.6765
0.679	0.49	2150	0.6773
0.6645	0.49	2160	0.6754
0.6978	0.5	2170	0.6768
0.6623	0.5	2180	0.6751
0.6528	0.5	2190	0.6752
0.6978	0.5	2200	0.6753
0.6929	0.51	2210	0.6753
0.655	0.51	2220	0.6759
0.6982	0.51	2230	0.6750
0.6659	0.51	2240	0.6771
0.654	0.52	2250	0.6759
0.6539	0.52	2260	0.6769
0.6674	0.52	2270	0.6758
0.6675	0.52	2280	0.6753
0.6703	0.52	2290	0.6748
0.6486	0.53	2300	0.6756
0.6661	0.53	2310	0.6759
0.6783	0.53	2320	0.6749
0.6512	0.53	2330	0.6749
0.6618	0.54	2340	0.6755
0.6703	0.54	2350	0.6772
0.6557	0.54	2360	0.6746
0.6535	0.54	2370	0.6741
0.6693	0.54	2380	0.6746
0.6738	0.55	2390	0.6743
0.6442	0.55	2400	0.6739
0.6519	0.55	2410	0.6756
0.7017	0.55	2420	0.6756
0.6394	0.56	2430	0.6756
0.6679	0.56	2440	0.6740
0.6545	0.56	2450	0.6723
0.67	0.56	2460	0.6722
0.6677	0.57	2470	0.6725
0.6599	0.57	2480	0.6713
0.6584	0.57	2490	0.6692
0.6701	0.57	2500	0.6702
0.6584	0.57	2510	0.6714
0.6978	0.58	2520	0.6701
0.6273	0.58	2530	0.6685
0.6702	0.58	2540	0.6691
0.6206	0.58	2550	0.6685
0.6685	0.59	2560	0.6694
0.6607	0.59	2570	0.6688
0.6868	0.59	2580	0.6688
0.657	0.59	2590	0.6702
0.643	0.6	2600	0.6700
0.665	0.6	2610	0.6695
0.6818	0.6	2620	0.6695
0.6549	0.6	2630	0.6702
0.6742	0.6	2640	0.6711
0.6962	0.61	2650	0.6695
0.6386	0.61	2660	0.6700
0.6568	0.61	2670	0.6707
0.6556	0.61	2680	0.6710
0.6667	0.62	2690	0.6701
0.6662	0.62	2700	0.6702
0.6804	0.62	2710	0.6699
0.6489	0.62	2720	0.6697
0.6738	0.63	2730	0.6699
0.6592	0.63	2740	0.6682
0.6551	0.63	2750	0.6692
0.6974	0.63	2760	0.6696
0.6601	0.63	2770	0.6691
0.6902	0.64	2780	0.6677
0.6719	0.64	2790	0.6664
0.6623	0.64	2800	0.6671
0.6532	0.64	2810	0.6668
0.6789	0.65	2820	0.6654
0.6289	0.65	2830	0.6669
0.6629	0.65	2840	0.6660
0.6596	0.65	2850	0.6672
0.6655	0.65	2860	0.6667
0.6793	0.66	2870	0.6658
0.6385	0.66	2880	0.6651
0.6646	0.66	2890	0.6648
0.6697	0.66	2900	0.6653
0.6672	0.67	2910	0.6657
0.6303	0.67	2920	0.6655
0.6741	0.67	2930	0.6670
0.6741	0.67	2940	0.6677
0.6671	0.68	2950	0.6668
0.6919	0.68	2960	0.6667
0.6502	0.68	2970	0.6665
0.6828	0.68	2980	0.6659
0.6439	0.68	2990	0.6674
0.6484	0.69	3000	0.6663
0.6801	0.69	3010	0.6670
0.6943	0.69	3020	0.6684
0.6681	0.69	3030	0.6671
0.6922	0.7	3040	0.6678
0.6475	0.7	3050	0.6670
0.6327	0.7	3060	0.6653
0.6539	0.7	3070	0.6652
0.6542	0.71	3080	0.6633
0.683	0.71	3090	0.6634
0.6437	0.71	3100	0.6645
0.6721	0.71	3110	0.6652
0.6689	0.71	3120	0.6646
0.6781	0.72	3130	0.6650
0.6617	0.72	3140	0.6644
0.6547	0.72	3150	0.6643
0.6697	0.72	3160	0.6653
0.6566	0.73	3170	0.6643
0.6568	0.73	3180	0.6626
0.6739	0.73	3190	0.6632
0.6394	0.73	3200	0.6632
0.6592	0.73	3210	0.6636
0.639	0.74	3220	0.6637
0.6641	0.74	3230	0.6644
0.637	0.74	3240	0.6645
0.6639	0.74	3250	0.6636
0.6925	0.75	3260	0.6643
0.6649	0.75	3270	0.6640
0.6363	0.75	3280	0.6639
0.6565	0.75	3290	0.6653
0.6439	0.76	3300	0.6648
0.6569	0.76	3310	0.6639
0.6302	0.76	3320	0.6650
0.6156	0.76	3330	0.6652
0.6652	0.76	3340	0.6665
0.6429	0.77	3350	0.6659
0.646	0.77	3360	0.6653
0.6864	0.77	3370	0.6653
0.6543	0.77	3380	0.6642
0.6708	0.78	3390	0.6642
0.6524	0.78	3400	0.6645
0.6405	0.78	3410	0.6643
0.6447	0.78	3420	0.6635
0.6803	0.79	3430	0.6630
0.6405	0.79	3440	0.6619
0.6329	0.79	3450	0.6606
0.6588	0.79	3460	0.6615
0.6482	0.79	3470	0.6625
0.6467	0.8	3480	0.6625
0.6628	0.8	3490	0.6615
0.6533	0.8	3500	0.6614
0.636	0.8	3510	0.6607
0.645	0.81	3520	0.6611
0.6847	0.81	3530	0.6597
0.6778	0.81	3540	0.6593
0.6351	0.81	3550	0.6596
0.6413	0.82	3560	0.6609
0.6541	0.82	3570	0.6609
0.6712	0.82	3580	0.6622
0.6911	0.82	3590	0.6619
0.6823	0.82	3600	0.6614
0.6216	0.83	3610	0.6612
0.6617	0.83	3620	0.6618
0.6414	0.83	3630	0.6613
0.6402	0.83	3640	0.6605
0.6596	0.84	3650	0.6620
0.6544	0.84	3660	0.6612
0.6388	0.84	3670	0.6606
0.6718	0.84	3680	0.6611
0.6707	0.84	3690	0.6603
0.6512	0.85	3700	0.6593
0.6599	0.85	3710	0.6594
0.6549	0.85	3720	0.6592
0.6963	0.85	3730	0.6602
0.6483	0.86	3740	0.6592
0.6455	0.86	3750	0.6592
0.6401	0.86	3760	0.6579
0.6841	0.86	3770	0.6570
0.6652	0.87	3780	0.6585
0.638	0.87	3790	0.6595
0.6325	0.87	3800	0.6587
0.6698	0.87	3810	0.6589
0.6603	0.87	3820	0.6592
0.6581	0.88	3830	0.6585
0.6472	0.88	3840	0.6597
0.6552	0.88	3850	0.6594
0.6436	0.88	3860	0.6602
0.6426	0.89	3870	0.6605
0.6302	0.89	3880	0.6595
0.6484	0.89	3890	0.6597
0.6755	0.89	3900	0.6589
0.6043	0.9	3910	0.6586
0.6179	0.9	3920	0.6596
0.6268	0.9	3930	0.6593
0.6467	0.9	3940	0.6577
0.6395	0.9	3950	0.6583
0.6756	0.91	3960	0.6586
0.648	0.91	3970	0.6585
0.6306	0.91	3980	0.6586
0.6706	0.91	3990	0.6583
0.6572	0.92	4000	0.6576
0.6527	0.92	4010	0.6574
0.6576	0.92	4020	0.6568
0.6602	0.92	4030	0.6578
0.6647	0.93	4040	0.6585
0.669	0.93	4050	0.6575
0.6398	0.93	4060	0.6572
0.6772	0.93	4070	0.6577
0.6275	0.93	4080	0.6573
0.6701	0.94	4090	0.6571
0.6594	0.94	4100	0.6571
0.6641	0.94	4110	0.6574
0.6303	0.94	4120	0.6557
0.6239	0.95	4130	0.6550
0.6756	0.95	4140	0.6555
0.6654	0.95	4150	0.6556
0.6467	0.95	4160	0.6547
0.6708	0.95	4170	0.6535
0.6609	0.96	4180	0.6547
0.639	0.96	4190	0.6557
0.6507	0.96	4200	0.6558
0.6786	0.96	4210	0.6563
0.6371	0.97	4220	0.6565
0.6431	0.97	4230	0.6553
0.6519	0.97	4240	0.6548
0.6591	0.97	4250	0.6552
0.6648	0.98	4260	0.6571
0.6645	0.98	4270	0.6551
0.6553	0.98	4280	0.6543
0.6197	0.98	4290	0.6544
0.6229	0.98	4300	0.6555
0.6628	0.99	4310	0.6546
0.6261	0.99	4320	0.6534
0.6603	0.99	4330	0.6530
0.6156	0.99	4340	0.6532
0.6579	1.0	4350	0.6528
0.6237	1.0	4360	0.6522
0.6406	1.0	4370	0.6532
0.6354	1.0	4380	0.6537
0.6293	1.01	4390	0.6539
0.6214	1.01	4400	0.6536
0.6317	1.01	4410	0.6526
0.6105	1.01	4420	0.6532
0.6188	1.01	4430	0.6546
0.6135	1.02	4440	0.6533
0.6161	1.02	4450	0.6546
0.6062	1.02	4460	0.6550
0.6057	1.02	4470	0.6545
0.5854	1.03	4480	0.6546
0.5851	1.03	4490	0.6549
0.622	1.03	4500	0.6538
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0.6261	1.04	4540	0.6531
0.6044	1.04	4550	0.6550
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0.6397	1.05	4600	0.6547
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0.61	1.09	4770	0.6550
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0.604	1.12	4870	0.6561
0.5811	1.12	4880	0.6568
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0.6305	1.14	4980	0.6553
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0.5924	1.14	5000	0.6569
0.5941	1.15	5010	0.6565
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0.6144	1.3	5660	0.6539
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0.5763	1.31	5730	0.6528
0.6169	1.31	5740	0.6527
0.6265	1.32	5750	0.6527
0.5981	1.32	5760	0.6522
0.6129	1.32	5770	0.6516
0.6286	1.32	5780	0.6511
0.609	1.33	5790	0.6509
0.6144	1.33	5800	0.6514
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0.6369	1.34	5840	0.6526
0.6034	1.34	5850	0.6529
0.6208	1.34	5860	0.6519
0.65	1.34	5870	0.6526
0.5778	1.35	5880	0.6532
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0.5805	1.35	5910	0.6543
0.5933	1.36	5920	0.6536
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0.6491	1.36	5950	0.6505
0.6317	1.36	5960	0.6526
0.6144	1.37	5970	0.6523
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0.6497	1.37	5990	0.6524
0.6295	1.37	6000	0.6521
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0.6123	1.38	6030	0.6517
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0.6038	1.39	6050	0.6511
0.623	1.39	6060	0.6508
0.5953	1.39	6070	0.6521
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0.6004	1.4	6100	0.6505
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0.5915	1.41	6180	0.6502
0.585	1.42	6190	0.6510
0.614	1.42	6200	0.6508
0.6319	1.42	6210	0.6508
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0.5882	1.43	6230	0.6508
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0.6138	1.43	6260	0.6509
0.588	1.44	6270	0.6517
0.5841	1.44	6280	0.6504
0.6316	1.44	6290	0.6494
0.61	1.44	6300	0.6506
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0.6023	1.46	6390	0.6499
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0.5891	1.47	6430	0.6507
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0.5905	1.51	6580	0.6480
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0.5967	1.51	6600	0.6478
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0.5841	1.52	6630	0.6473
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0.5921	1.55	6750	0.6483
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0.6029	1.55	6770	0.6478
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0.589	1.59	6950	0.6481
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0.59	2.05	8970	0.6443
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0.5691	2.06	9010	0.6436
0.57	2.07	9020	0.6433
0.5632	2.07	9030	0.6443
0.5598	2.07	9040	0.6453
0.5861	2.07	9050	0.6446
0.5889	2.07	9060	0.6442
0.5241	2.08	9070	0.6444
0.5676	2.08	9080	0.6446
0.5678	2.08	9090	0.6452
0.5659	2.08	9100	0.6448
0.5505	2.09	9110	0.6444
0.5894	2.09	9120	0.6444
0.5657	2.09	9130	0.6448
0.5758	2.09	9140	0.6445
0.5521	2.1	9150	0.6442
0.5342	2.1	9160	0.6443
0.5896	2.1	9170	0.6444
0.59	2.1	9180	0.6442
0.5664	2.1	9190	0.6450
0.5842	2.11	9200	0.6453
0.5596	2.11	9210	0.6456
0.5759	2.11	9220	0.6455
0.567	2.11	9230	0.6447
0.5789	2.12	9240	0.6447
0.5808	2.12	9250	0.6451
0.5745	2.12	9260	0.6455
0.5924	2.12	9270	0.6459
0.5535	2.12	9280	0.6462
0.5752	2.13	9290	0.6464
0.5708	2.13	9300	0.6455
0.6152	2.13	9310	0.6442
0.5361	2.13	9320	0.6441
0.5896	2.14	9330	0.6448
0.5604	2.14	9340	0.6451
0.5745	2.14	9350	0.6450
0.5719	2.14	9360	0.6444
0.5615	2.15	9370	0.6443
0.5594	2.15	9380	0.6447
0.563	2.15	9390	0.6446
0.5677	2.15	9400	0.6444
0.5686	2.15	9410	0.6443
0.5938	2.16	9420	0.6441
0.557	2.16	9430	0.6438
0.5494	2.16	9440	0.6440
0.5712	2.16	9450	0.6446
0.5655	2.17	9460	0.6448
0.5686	2.17	9470	0.6450
0.5545	2.17	9480	0.6451
0.5665	2.17	9490	0.6447
0.5681	2.18	9500	0.6445
0.534	2.18	9510	0.6443
0.5758	2.18	9520	0.6449
0.5887	2.18	9530	0.6449
0.5902	2.18	9540	0.6443
0.5723	2.19	9550	0.6442
0.5346	2.19	9560	0.6442
0.5706	2.19	9570	0.6445
0.563	2.19	9580	0.6450
0.5705	2.2	9590	0.6452
0.5654	2.2	9600	0.6455
0.5672	2.2	9610	0.6452
0.5696	2.2	9620	0.6446
0.5523	2.2	9630	0.6442
0.5658	2.21	9640	0.6441
0.5605	2.21	9650	0.6441
0.5744	2.21	9660	0.6441
0.5622	2.21	9670	0.6444
0.5785	2.22	9680	0.6447
0.5385	2.22	9690	0.6446
0.5532	2.22	9700	0.6446
0.5858	2.22	9710	0.6447
0.5835	2.23	9720	0.6443
0.5891	2.23	9730	0.6445
0.57	2.23	9740	0.6442
0.5398	2.23	9750	0.6442
0.5952	2.23	9760	0.6441
0.5777	2.24	9770	0.6446
0.5445	2.24	9780	0.6450
0.5859	2.24	9790	0.6454
0.5951	2.24	9800	0.6452
0.5724	2.25	9810	0.6447
0.5694	2.25	9820	0.6446
0.5882	2.25	9830	0.6447
0.5817	2.25	9840	0.6447
0.5579	2.26	9850	0.6444
0.5678	2.26	9860	0.6444
0.5875	2.26	9870	0.6444
0.563	2.26	9880	0.6447
0.5372	2.26	9890	0.6444
0.5994	2.27	9900	0.6444
0.5691	2.27	9910	0.6448
0.5811	2.27	9920	0.6446
0.5685	2.27	9930	0.6446
0.5658	2.28	9940	0.6447
0.5415	2.28	9950	0.6448
0.5851	2.28	9960	0.6444
0.5586	2.28	9970	0.6438
0.582	2.29	9980	0.6437
0.5598	2.29	9990	0.6436
0.5699	2.29	10000	0.6435
0.5713	2.29	10010	0.6435
0.5478	2.29	10020	0.6437
0.5948	2.3	10030	0.6437
0.5971	2.3	10040	0.6436
0.5944	2.3	10050	0.6438
0.5609	2.3	10060	0.6440
0.5696	2.31	10070	0.6439
0.572	2.31	10080	0.6436
0.5768	2.31	10090	0.6438
0.6039	2.31	10100	0.6438
0.5595	2.31	10110	0.6435
0.5769	2.32	10120	0.6435
0.5816	2.32	10130	0.6432
0.5785	2.32	10140	0.6431
0.5445	2.32	10150	0.6430
0.5724	2.33	10160	0.6434
0.5726	2.33	10170	0.6439
0.5384	2.33	10180	0.6439
0.5853	2.33	10190	0.6436
0.5827	2.34	10200	0.6432
0.5608	2.34	10210	0.6431
0.5531	2.34	10220	0.6432
0.5507	2.34	10230	0.6434
0.5717	2.34	10240	0.6432
0.5939	2.35	10250	0.6433
0.5585	2.35	10260	0.6435
0.5784	2.35	10270	0.6438
0.5463	2.35	10280	0.6438
0.5808	2.36	10290	0.6437
0.5688	2.36	10300	0.6432
0.5587	2.36	10310	0.6432
0.5492	2.36	10320	0.6432
0.5715	2.37	10330	0.6430
0.5828	2.37	10340	0.6428
0.5913	2.37	10350	0.6430
0.5512	2.37	10360	0.6435
0.5624	2.37	10370	0.6437
0.581	2.38	10380	0.6434
0.5533	2.38	10390	0.6435
0.584	2.38	10400	0.6438
0.5961	2.38	10410	0.6439
0.553	2.39	10420	0.6442
0.5686	2.39	10430	0.6440
0.5761	2.39	10440	0.6436
0.597	2.39	10450	0.6434
0.5329	2.39	10460	0.6432
0.5829	2.4	10470	0.6430
0.5829	2.4	10480	0.6428
0.6036	2.4	10490	0.6426
0.5619	2.4	10500	0.6424
0.5709	2.41	10510	0.6426
0.602	2.41	10520	0.6428
0.5542	2.41	10530	0.6428
0.5439	2.41	10540	0.6430
0.5545	2.42	10550	0.6433
0.5562	2.42	10560	0.6435
0.5904	2.42	10570	0.6435
0.5887	2.42	10580	0.6435
0.5734	2.42	10590	0.6437
0.5878	2.43	10600	0.6435
0.5401	2.43	10610	0.6435
0.607	2.43	10620	0.6433
0.5735	2.43	10630	0.6432
0.5609	2.44	10640	0.6436
0.5807	2.44	10650	0.6436
0.5746	2.44	10660	0.6438
0.574	2.44	10670	0.6438
0.6085	2.45	10680	0.6438
0.5462	2.45	10690	0.6439
0.5841	2.45	10700	0.6438
0.5589	2.45	10710	0.6436
0.565	2.45	10720	0.6434
0.5687	2.46	10730	0.6434
0.5341	2.46	10740	0.6434
0.5629	2.46	10750	0.6437
0.5942	2.46	10760	0.6440
0.5586	2.47	10770	0.6438
0.5961	2.47	10780	0.6438
0.5789	2.47	10790	0.6438
0.5351	2.47	10800	0.6439
0.5817	2.48	10810	0.6438
0.566	2.48	10820	0.6437
0.595	2.48	10830	0.6436
0.5824	2.48	10840	0.6435
0.5624	2.48	10850	0.6434
0.5507	2.49	10860	0.6435
0.5674	2.49	10870	0.6435
0.5611	2.49	10880	0.6434
0.5742	2.49	10890	0.6433
0.5708	2.5	10900	0.6431
0.5608	2.5	10910	0.6431
0.5685	2.5	10920	0.6433
0.562	2.5	10930	0.6433
0.5633	2.5	10940	0.6435
0.5921	2.51	10950	0.6434
0.5591	2.51	10960	0.6435
0.5753	2.51	10970	0.6436
0.5704	2.51	10980	0.6439
0.5706	2.52	10990	0.6437
0.5757	2.52	11000	0.6437
0.5975	2.52	11010	0.6434
0.5861	2.52	11020	0.6431
0.5479	2.53	11030	0.6430
0.5852	2.53	11040	0.6429
0.5787	2.53	11050	0.6429
0.5901	2.53	11060	0.6428
0.5783	2.53	11070	0.6428
0.5702	2.54	11080	0.6429
0.5916	2.54	11090	0.6430
0.5806	2.54	11100	0.6430
0.5676	2.54	11110	0.6430
0.5769	2.55	11120	0.6431
0.5972	2.55	11130	0.6431
0.5971	2.55	11140	0.6431
0.5804	2.55	11150	0.6430
0.575	2.56	11160	0.6429
0.563	2.56	11170	0.6428
0.5881	2.56	11180	0.6429
0.5887	2.56	11190	0.6429
0.5571	2.56	11200	0.6429
0.5626	2.57	11210	0.6431
0.5801	2.57	11220	0.6430
0.569	2.57	11230	0.6431
0.5879	2.57	11240	0.6430
0.5612	2.58	11250	0.6430
0.5715	2.58	11260	0.6431
0.5805	2.58	11270	0.6431
0.584	2.58	11280	0.6430
0.597	2.59	11290	0.6428
0.5317	2.59	11300	0.6428
0.5421	2.59	11310	0.6427
0.5671	2.59	11320	0.6428
0.5688	2.59	11330	0.6428
0.5612	2.6	11340	0.6427
0.5738	2.6	11350	0.6427
0.562	2.6	11360	0.6427
0.5841	2.6	11370	0.6427
0.58	2.61	11380	0.6427
0.561	2.61	11390	0.6428
0.5885	2.61	11400	0.6429
0.5591	2.61	11410	0.6430
0.5879	2.61	11420	0.6430
0.5757	2.62	11430	0.6430
0.5561	2.62	11440	0.6430
0.552	2.62	11450	0.6431
0.6037	2.62	11460	0.6432
0.5723	2.63	11470	0.6431
0.5618	2.63	11480	0.6432
0.5831	2.63	11490	0.6432
0.5784	2.63	11500	0.6431
0.5728	2.64	11510	0.6430
0.5661	2.64	11520	0.6430
0.5358	2.64	11530	0.6430
0.5671	2.64	11540	0.6429
0.5529	2.64	11550	0.6430
0.5483	2.65	11560	0.6430
0.5486	2.65	11570	0.6430
0.5884	2.65	11580	0.6431
0.5795	2.65	11590	0.6431
0.5429	2.66	11600	0.6432
0.5813	2.66	11610	0.6432
0.5568	2.66	11620	0.6431
0.5543	2.66	11630	0.6431
0.5708	2.67	11640	0.6432
0.5734	2.67	11650	0.6432
0.5944	2.67	11660	0.6431
0.5775	2.67	11670	0.6430
0.5713	2.67	11680	0.6430
0.5647	2.68	11690	0.6430
0.5909	2.68	11700	0.6430
0.5892	2.68	11710	0.6430
0.5449	2.68	11720	0.6429
0.5601	2.69	11730	0.6429
0.5734	2.69	11740	0.6429
0.5615	2.69	11750	0.6428
0.5609	2.69	11760	0.6428
0.553	2.69	11770	0.6428
0.5647	2.7	11780	0.6429
0.5704	2.7	11790	0.6429
0.5362	2.7	11800	0.6428
0.5891	2.7	11810	0.6429
0.5427	2.71	11820	0.6429
0.5563	2.71	11830	0.6431
0.599	2.71	11840	0.6430
0.5493	2.71	11850	0.6429
0.5187	2.72	11860	0.6428
0.5712	2.72	11870	0.6427
0.562	2.72	11880	0.6427
0.5919	2.72	11890	0.6427
0.5836	2.72	11900	0.6428
0.559	2.73	11910	0.6427
0.5282	2.73	11920	0.6427
0.5914	2.73	11930	0.6426
0.5628	2.73	11940	0.6426
0.5999	2.74	11950	0.6426
0.5511	2.74	11960	0.6425
0.5873	2.74	11970	0.6425
0.5729	2.74	11980	0.6425
0.5769	2.75	11990	0.6426
0.5936	2.75	12000	0.6426
0.5951	2.75	12010	0.6427
0.5587	2.75	12020	0.6427
0.5568	2.75	12030	0.6427
0.5821	2.76	12040	0.6427
0.562	2.76	12050	0.6426
0.5888	2.76	12060	0.6426
0.58	2.76	12070	0.6427
0.5899	2.77	12080	0.6426
0.5808	2.77	12090	0.6426
0.5765	2.77	12100	0.6426
0.5392	2.77	12110	0.6426
0.5793	2.78	12120	0.6426
0.5554	2.78	12130	0.6426
0.5913	2.78	12140	0.6427
0.5719	2.78	12150	0.6426
0.5836	2.78	12160	0.6427
0.5605	2.79	12170	0.6427
0.5577	2.79	12180	0.6426
0.5821	2.79	12190	0.6427
0.6037	2.79	12200	0.6427
0.5391	2.8	12210	0.6427
0.5747	2.8	12220	0.6427
0.5622	2.8	12230	0.6427
0.5802	2.8	12240	0.6426
0.5714	2.8	12250	0.6425
0.5595	2.81	12260	0.6426
0.5714	2.81	12270	0.6425
0.5769	2.81	12280	0.6425
0.5452	2.81	12290	0.6425
0.5591	2.82	12300	0.6425
0.5653	2.82	12310	0.6425
0.5681	2.82	12320	0.6425
0.5746	2.82	12330	0.6425
0.5564	2.83	12340	0.6425
0.5899	2.83	12350	0.6425
0.6307	2.83	12360	0.6426
0.5814	2.83	12370	0.6425
0.5749	2.83	12380	0.6425
0.5803	2.84	12390	0.6425
0.5737	2.84	12400	0.6425
0.5552	2.84	12410	0.6425
0.5728	2.84	12420	0.6425
0.5793	2.85	12430	0.6424
0.587	2.85	12440	0.6425
0.5227	2.85	12450	0.6424
0.5618	2.85	12460	0.6424
0.5659	2.86	12470	0.6424
0.5619	2.86	12480	0.6424
0.5526	2.86	12490	0.6424
0.5772	2.86	12500	0.6425
0.5697	2.86	12510	0.6424
0.5752	2.87	12520	0.6425
0.5798	2.87	12530	0.6425
0.5817	2.87	12540	0.6425
0.5639	2.87	12550	0.6425
0.5699	2.88	12560	0.6425
0.5697	2.88	12570	0.6425
0.5779	2.88	12580	0.6425
0.5494	2.88	12590	0.6425
0.5964	2.88	12600	0.6425
0.578	2.89	12610	0.6424
0.5819	2.89	12620	0.6424
0.5797	2.89	12630	0.6424
0.555	2.89	12640	0.6424
0.573	2.9	12650	0.6424
0.5984	2.9	12660	0.6424
0.5873	2.9	12670	0.6424
0.5766	2.9	12680	0.6424
0.5762	2.91	12690	0.6424
0.5993	2.91	12700	0.6424
0.5958	2.91	12710	0.6424
0.5728	2.91	12720	0.6424
0.5882	2.91	12730	0.6424
0.5571	2.92	12740	0.6424
0.5495	2.92	12750	0.6424
0.5742	2.92	12760	0.6424
0.5895	2.92	12770	0.6424
0.5582	2.93	12780	0.6424
0.5692	2.93	12790	0.6424
0.5741	2.93	12800	0.6424
0.5547	2.93	12810	0.6424
0.5749	2.94	12820	0.6424
0.5727	2.94	12830	0.6424
0.5736	2.94	12840	0.6424
0.5717	2.94	12850	0.6424
0.5699	2.94	12860	0.6424
0.5672	2.95	12870	0.6424
0.5749	2.95	12880	0.6424
0.5969	2.95	12890	0.6424
0.5937	2.95	12900	0.6424
0.571	2.96	12910	0.6424
0.5413	2.96	12920	0.6424
0.5882	2.96	12930	0.6424
0.5845	2.96	12940	0.6424
0.589	2.97	12950	0.6424
0.58	2.97	12960	0.6424
0.5998	2.97	12970	0.6424
0.5613	2.97	12980	0.6424
0.5859	2.97	12990	0.6424
0.5697	2.98	13000	0.6424
0.5638	2.98	13010	0.6424
0.5472	2.98	13020	0.6424
0.6024	2.98	13030	0.6424
0.5662	2.99	13040	0.6424
0.5594	2.99	13050	0.6423
0.5707	2.99	13060	0.6424
0.6082	2.99	13070	0.6424
0.5795	2.99	13080	0.6424
0.5441	3.0	13090	0.6424
0.5816	3.0	13100	0.6424

Framework versions

• Transformers 4.36.0.dev0
• Pytorch 2.1.2+cu121
• Datasets 2.14.6
• Tokenizers 0.14.1