es_en_orig_quy

This model is a fine-tuned version of Helsinki-NLP/opus-mt-es-en on the None dataset. It achieves the following results on the evaluation set:

• Loss: 0.6309
• Bleu: 2.751
• Chrf: 34.8573
• Gen Len: 28.8089

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: 2e-05
• train_batch_size: 16
• eval_batch_size: 16
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 20
• mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Bleu	Chrf	Gen Len
1.0473	0.06	500	0.8214	0.7111	17.0433	36.2626
0.6378	0.12	1000	0.7779	1.4359	20.4891	29.9628
0.573	0.18	1500	0.7528	1.119	18.8909	31.7354
0.536	0.24	2000	0.7324	1.0531	21.6629	28.5372
0.4989	0.31	2500	0.7180	1.2347	22.7997	29.7867
0.4878	0.37	3000	0.7022	1.3464	24.4726	29.668
0.463	0.43	3500	0.6895	1.1066	23.793	28.5423
0.4509	0.49	4000	0.6807	1.7455	25.5336	27.4074
0.4401	0.55	4500	0.6711	1.3845	25.1955	26.3813
0.4319	0.61	5000	0.6644	1.6155	26.1489	27.1942
0.4188	0.67	5500	0.6625	1.7162	27.3032	29.4437
0.4055	0.73	6000	0.6537	1.7053	27.2539	27.8048
0.3994	0.8	6500	0.6531	1.8675	27.4833	27.1419
0.3977	0.86	7000	0.6516	1.8732	27.8791	27.5674
0.3928	0.92	7500	0.6468	1.991	28.6175	27.6549
0.3795	0.98	8000	0.6455	2.1076	28.2005	31.829
0.3677	1.04	8500	0.6411	1.991	29.4649	28.8431
0.3609	1.1	9000	0.6364	2.0195	29.2979	29.0986
0.3599	1.16	9500	0.6340	1.9495	29.3148	27.7485
0.3461	1.22	10000	0.6301	1.9755	30.2666	28.998
0.3494	1.29	10500	0.6337	2.0774	29.7977	29.4195
0.3506	1.35	11000	0.6277	2.0211	29.9298	28.0986
0.3453	1.41	11500	0.6289	2.0223	30.3173	28.7757
0.3398	1.47	12000	0.6243	2.3935	30.9222	29.0986
0.3373	1.53	12500	0.6260	2.4454	31.0784	27.999
0.3354	1.59	13000	0.6222	2.0863	30.3551	27.9125
0.3323	1.65	13500	0.6206	2.2159	30.9396	28.8441
0.3271	1.71	14000	0.6213	2.2952	31.2255	28.7978
0.324	1.77	14500	0.6160	2.1755	31.4069	28.8219
0.328	1.84	15000	0.6105	2.1062	31.3412	28.3551
0.3283	1.9	15500	0.6118	2.1662	31.8505	29.0241
0.3252	1.96	16000	0.6125	2.0541	31.6742	29.335
0.3127	2.02	16500	0.6119	2.0167	31.3788	27.1499
0.3073	2.08	17000	0.6111	2.1154	31.1741	28.8159
0.3061	2.14	17500	0.6128	2.2594	31.9415	28.0563
0.3086	2.2	18000	0.6108	2.0102	31.6106	29.2384
0.3053	2.26	18500	0.6096	2.2419	32.3603	28.2012
0.3001	2.33	19000	0.6145	2.2228	32.0512	28.2082
0.2995	2.39	19500	0.6130	2.2832	31.975	27.9809
0.3018	2.45	20000	0.6084	2.0829	31.8214	28.6368
0.301	2.51	20500	0.6076	2.0945	32.4369	29.1569
0.2975	2.57	21000	0.6045	2.1488	32.5463	28.9014
0.2935	2.63	21500	0.6072	2.1841	32.4359	28.5191
0.294	2.69	22000	0.6045	1.9572	31.7954	28.2344
0.2989	2.75	22500	0.6029	2.238	32.5904	28.8581
0.2851	2.82	23000	0.6042	1.9788	32.3171	30.0734
0.2913	2.88	23500	0.6021	2.1175	32.7805	30.1137
0.2898	2.94	24000	0.6013	2.2142	32.7427	28.7002
0.2931	3.0	24500	0.6041	2.4647	32.4348	28.8008
0.2799	3.06	25000	0.6015	2.3744	33.0465	29.3632
0.2748	3.12	25500	0.5991	2.3361	32.311	28.9306
0.2787	3.18	26000	0.6023	2.3149	32.6274	28.5382
0.274	3.24	26500	0.6003	2.4224	33.4939	29.1459
0.2763	3.3	27000	0.6020	2.5508	33.5462	28.5654
0.2771	3.37	27500	0.6032	2.1693	32.952	30.5624
0.277	3.43	28000	0.5981	2.2154	33.081	30.5644
0.2681	3.49	28500	0.5992	2.4107	33.079	28.3783
0.2718	3.55	29000	0.5977	2.3299	33.083	29.2586
0.2722	3.61	29500	0.5983	2.4453	33.8041	29.7344
0.27	3.67	30000	0.5992	2.3506	32.9997	29.495
0.2734	3.73	30500	0.5985	2.3399	33.4602	29.1368
0.2723	3.79	31000	0.5966	2.4153	33.1652	28.9527
0.2748	3.86	31500	0.5974	2.1353	33.0986	30.0563
0.2708	3.92	32000	0.5939	2.3157	32.8473	29.0825
0.2726	3.98	32500	0.5938	2.434	33.3837	29.4346
0.2617	4.04	33000	0.6028	2.4655	33.4206	28.6841
0.2557	4.1	33500	0.6058	2.1632	32.9109	28.9215
0.2579	4.16	34000	0.5967	2.4645	33.5773	28.9527
0.2609	4.22	34500	0.6004	2.383	33.5559	29.0221
0.2587	4.28	35000	0.5991	2.5586	33.5029	28.4256
0.2596	4.35	35500	0.5974	2.5072	34.0648	28.7867
0.2564	4.41	36000	0.5974	2.4318	33.8429	29.6419
0.2599	4.47	36500	0.5952	2.488	33.605	28.5875
0.2572	4.53	37000	0.5942	2.5619	33.298	28.7646
0.2578	4.59	37500	0.5962	2.4273	33.529	28.6187
0.2551	4.65	38000	0.5967	2.8284	33.7729	28.8903
0.2555	4.71	38500	0.5929	2.6018	33.4159	28.8189
0.2532	4.77	39000	0.5971	2.4928	33.6924	29.839
0.2489	4.83	39500	0.5963	2.4986	33.6991	28.8742
0.2567	4.9	40000	0.5972	2.3907	33.8456	29.7294
0.2506	4.96	40500	0.5933	2.4751	33.7787	28.5714
0.2533	5.02	41000	0.5989	2.5127	34.1493	28.6187
0.2426	5.08	41500	0.5968	2.4641	33.3581	28.2103
0.2466	5.14	42000	0.5931	2.4291	33.7823	28.4457
0.2407	5.2	42500	0.6031	2.4711	33.5649	28.334
0.2432	5.26	43000	0.5978	2.5116	33.8456	28.3239
0.2477	5.32	43500	0.6016	2.4278	33.7941	28.6932
0.2448	5.39	44000	0.5987	2.3864	34.2909	29.6962
0.2423	5.45	44500	0.6027	2.5332	34.1102	29.2264
0.2402	5.51	45000	0.5985	2.3967	33.7756	28.668
0.2427	5.57	45500	0.5966	2.5785	33.7703	29.3018
0.2447	5.63	46000	0.5957	2.2929	33.8479	29.6056
0.2414	5.69	46500	0.5977	2.3125	33.8854	28.3692
0.2443	5.75	47000	0.5927	2.3626	34.0472	28.9165
0.2423	5.81	47500	0.5945	2.4395	34.3819	28.9507
0.2444	5.88	48000	0.5957	2.2577	33.8561	28.168
0.241	5.94	48500	0.5972	2.4453	34.1828	28.8672
0.2418	6.0	49000	0.5968	2.2104	34.0775	29.6016
0.2313	6.06	49500	0.5972	2.4209	33.904	28.7726
0.2311	6.12	50000	0.5956	2.4796	34.5869	28.8561
0.2316	6.18	50500	0.6004	2.4623	34.0937	28.4175
0.2357	6.24	51000	0.5979	2.3804	34.5132	29.0201
0.234	6.3	51500	0.5992	2.3018	34.1685	29.3058
0.2322	6.36	52000	0.5981	2.4152	33.9227	28.1137
0.2322	6.43	52500	0.5956	2.5334	34.1155	29.0221
0.2308	6.49	53000	0.6005	2.1759	33.7251	29.0724
0.2288	6.55	53500	0.5943	2.4034	34.1537	28.6328
0.2357	6.61	54000	0.5985	2.5652	33.8533	28.2877
0.2333	6.67	54500	0.6000	2.35	34.0026	29.336
0.2302	6.73	55000	0.5981	2.6286	34.4534	29.0252
0.2307	6.79	55500	0.5958	2.4327	34.3027	28.8249
0.233	6.85	56000	0.5959	2.5109	34.6236	28.7042
0.2318	6.92	56500	0.5980	2.6031	34.4364	28.2887
0.2344	6.98	57000	0.5972	2.4921	34.5806	29.0553
0.2261	7.04	57500	0.5999	2.521	34.1198	28.6791
0.2209	7.1	58000	0.6033	2.5297	34.5014	28.8883
0.2231	7.16	58500	0.6005	2.6356	34.6424	29.0111
0.2239	7.22	59000	0.6030	2.4542	34.563	28.7616
0.2216	7.28	59500	0.6030	2.3768	34.4505	28.6811
0.2207	7.34	60000	0.5998	2.3748	34.4635	28.3783
0.2206	7.41	60500	0.5975	2.3457	34.5259	28.4859
0.2252	7.47	61000	0.6005	2.6533	34.4452	28.3843
0.2249	7.53	61500	0.5988	2.4764	34.322	28.4235
0.2236	7.59	62000	0.6066	2.3159	34.5787	29.0835
0.2226	7.65	62500	0.6018	2.3104	34.755	28.9024
0.2265	7.71	63000	0.6026	2.4038	34.1573	28.1761
0.2287	7.77	63500	0.6000	2.2903	34.5371	28.7525
0.2229	7.83	64000	0.6022	2.4527	34.2531	28.8421
0.2208	7.89	64500	0.5999	2.5312	34.4476	28.992
0.2213	7.96	65000	0.6021	2.5112	34.4451	28.7455
0.2204	8.02	65500	0.6034	2.4801	34.5879	28.832
0.2149	8.08	66000	0.6016	2.4674	34.6048	29.3441
0.2166	8.14	66500	0.6026	2.3395	34.6422	29.4165
0.2124	8.2	67000	0.6048	2.4233	34.4643	28.5523
0.2149	8.26	67500	0.6024	2.4689	34.5844	29.0191
0.217	8.32	68000	0.6040	2.4434	34.5775	28.3753
0.2158	8.38	68500	0.6079	2.5131	34.186	28.9115
0.2142	8.45	69000	0.6049	2.5492	34.3894	28.832
0.2153	8.51	69500	0.6033	2.466	34.6952	29.4567
0.2145	8.57	70000	0.6055	2.4537	34.3353	28.5765
0.2133	8.63	70500	0.6021	2.2953	34.5461	28.666
0.2165	8.69	71000	0.6028	2.3889	34.706	28.8561
0.2171	8.75	71500	0.6058	2.2679	34.3039	28.7555
0.2169	8.81	72000	0.6048	2.41	34.7099	28.8913
0.2138	8.87	72500	0.6041	2.4994	34.256	28.5262
0.2165	8.94	73000	0.6066	2.306	34.4452	29.1841
0.2158	9.0	73500	0.6060	2.2252	34.6494	29.1237
0.2081	9.06	74000	0.6065	2.409	34.5011	29.6459
0.2067	9.12	74500	0.6077	2.4688	34.453	29.2636
0.208	9.18	75000	0.6116	2.4359	34.3253	28.7032
0.2072	9.24	75500	0.6071	2.3814	34.7431	29.0523
0.2093	9.3	76000	0.6070	2.5564	34.6551	29.1016
0.2068	9.36	76500	0.6091	2.4882	34.6221	28.7314
0.2092	9.42	77000	0.6087	2.4984	34.4045	28.5292
0.2092	9.49	77500	0.6116	2.5316	34.2851	28.8632
0.2097	9.55	78000	0.6096	2.4282	34.4743	29.0121
0.2088	9.61	78500	0.6079	2.4584	34.6955	28.7847
0.2073	9.67	79000	0.6089	2.5481	34.6829	29.2364
0.211	9.73	79500	0.6076	2.4617	34.6341	28.4306
0.2055	9.79	80000	0.6101	2.3738	34.4435	28.9708
0.2099	9.85	80500	0.6098	2.424	34.4798	28.8813
0.2116	9.91	81000	0.6062	2.5077	34.6985	28.9688
0.21	9.98	81500	0.6067	2.3215	34.3473	28.7696
0.2029	10.04	82000	0.6118	2.3372	34.5901	28.9779
0.2026	10.1	82500	0.6096	2.296	34.8033	28.7857
0.1994	10.16	83000	0.6148	2.3403	34.3745	29.002
0.2031	10.22	83500	0.6138	2.335	34.3731	28.8531
0.2019	10.28	84000	0.6106	2.4463	34.7185	29.1922
0.2037	10.34	84500	0.6109	2.2655	34.8919	29.1831
0.2026	10.4	85000	0.6133	2.5375	34.9363	28.8219
0.2056	10.47	85500	0.6109	2.4682	34.7983	29.159
0.2012	10.53	86000	0.6141	2.4703	34.8893	28.9316
0.2032	10.59	86500	0.6093	2.5175	35.033	29.1801
0.2035	10.65	87000	0.6091	2.4736	34.9436	28.6066
0.2043	10.71	87500	0.6109	2.4897	34.9335	28.8078
0.2031	10.77	88000	0.6098	2.5124	34.9311	28.8853
0.2046	10.83	88500	0.6093	2.5219	35.055	29.0272
0.2053	10.89	89000	0.6096	2.6349	34.88	28.8169
0.1995	10.95	89500	0.6080	2.6063	34.6953	28.6932
0.1987	11.02	90000	0.6120	2.6177	35.026	28.9074
0.1982	11.08	90500	0.6124	2.4237	34.5952	28.7062
0.1979	11.14	91000	0.6110	2.367	34.2564	28.5694
0.1963	11.2	91500	0.6096	2.6414	34.8418	28.4738
0.1989	11.26	92000	0.6109	2.5492	34.7083	28.5181
0.1951	11.32	92500	0.6130	2.4833	34.9199	28.7233
0.1973	11.38	93000	0.6156	2.5606	34.7202	28.7656
0.1973	11.44	93500	0.6147	2.3841	34.6415	28.5473
0.1952	11.51	94000	0.6140	2.4045	34.5362	28.4256
0.1971	11.57	94500	0.6142	2.383	34.7052	28.7515
0.196	11.63	95000	0.6147	2.5442	34.7816	28.5755
0.1934	11.69	95500	0.6134	2.6019	34.8241	28.7525
0.2003	11.75	96000	0.6121	2.5126	34.6382	28.5412
0.2008	11.81	96500	0.6117	2.509	34.898	28.5704
0.1969	11.87	97000	0.6144	2.5595	34.6971	28.661
0.1987	11.93	97500	0.6141	2.3949	34.6216	28.6449
0.1977	12.0	98000	0.6157	2.3919	34.5717	28.7093
0.1918	12.06	98500	0.6166	2.5262	34.5272	28.3732
0.1919	12.12	99000	0.6160	2.4698	34.6751	28.5262
0.1885	12.18	99500	0.6154	2.4553	34.4928	28.6781
0.1939	12.24	100000	0.6153	2.4935	34.7791	28.9386
0.1897	12.3	100500	0.6167	2.438	34.5046	28.9688
0.1921	12.36	101000	0.6174	2.522	34.5481	28.9276
0.1935	12.42	101500	0.6168	2.3808	34.6962	28.9799
0.1931	12.48	102000	0.6172	2.3268	34.3722	28.828
0.1928	12.55	102500	0.6154	2.5262	34.5165	28.7686
0.1951	12.61	103000	0.6153	2.4008	34.5959	28.995
0.1918	12.67	103500	0.6165	2.4971	34.907	28.6881
0.1937	12.73	104000	0.6172	2.4809	34.7468	28.7575
0.1947	12.79	104500	0.6171	2.5153	34.7974	28.838
0.1911	12.85	105000	0.6173	2.5098	34.4954	28.503
0.1964	12.91	105500	0.6154	2.6444	34.6928	29.0151
0.195	12.97	106000	0.6162	2.473	34.9597	28.835
0.1896	13.04	106500	0.6198	2.6084	34.7626	28.7998
0.1904	13.1	107000	0.6210	2.5528	34.8396	28.7817
0.1873	13.16	107500	0.6199	2.4733	34.5978	28.6247
0.1928	13.22	108000	0.6206	2.2296	34.7016	28.7425
0.1877	13.28	108500	0.6202	2.2818	34.6314	28.6288
0.1894	13.34	109000	0.6203	2.4791	34.5125	28.7787
0.1871	13.4	109500	0.6194	2.4788	34.6466	28.8753
0.1882	13.46	110000	0.6190	2.4903	34.6736	28.4708
0.1901	13.53	110500	0.6178	2.4224	34.7781	29.172
0.1856	13.59	111000	0.6226	2.7529	34.8907	28.9316
0.1899	13.65	111500	0.6190	2.7389	34.8182	28.7012
0.1906	13.71	112000	0.6183	2.66	34.7846	28.7887
0.1845	13.77	112500	0.6192	2.5404	34.8479	28.8793
0.1894	13.83	113000	0.6168	2.4759	35.0083	28.9819
0.1881	13.89	113500	0.6211	2.5217	34.8921	28.8813
0.1891	13.95	114000	0.6183	2.5463	34.8198	28.659
0.1866	14.01	114500	0.6211	2.6312	34.645	28.8763
0.1822	14.08	115000	0.6228	2.561	34.903	28.8934
0.1837	14.14	115500	0.6225	2.5487	34.7725	28.8913
0.1858	14.2	116000	0.6219	2.5928	34.7858	28.7666
0.1837	14.26	116500	0.6222	2.5209	34.5277	28.7726
0.186	14.32	117000	0.6216	2.5951	34.9747	29.1308
0.1853	14.38	117500	0.6215	2.4401	34.9479	29.329
0.1855	14.44	118000	0.6223	2.5228	34.6737	28.9809
0.1854	14.5	118500	0.6219	2.4152	34.7626	29.0231
0.1844	14.57	119000	0.6214	2.5697	34.4064	28.6871
0.1852	14.63	119500	0.6212	2.4173	34.9831	29.0362
0.1872	14.69	120000	0.6189	2.5666	35.0505	28.9487
0.1883	14.75	120500	0.6206	2.4874	35.0116	29.2596
0.1867	14.81	121000	0.6208	2.5295	35.0846	28.8843
0.188	14.87	121500	0.6212	2.4124	34.8342	28.9044
0.1827	14.93	122000	0.6223	2.4926	34.8856	29.2445
0.1845	14.99	122500	0.6207	2.5557	34.941	28.827
0.1822	15.06	123000	0.6220	2.5741	34.7359	28.5775
0.1824	15.12	123500	0.6251	2.5393	34.8589	28.8521
0.1803	15.18	124000	0.6252	2.509	35.0319	29.1368
0.1806	15.24	124500	0.6248	2.6374	34.7482	28.8581
0.1784	15.3	125000	0.6254	2.4306	34.5308	28.5282
0.1807	15.36	125500	0.6267	2.4254	34.6103	28.7928
0.1856	15.42	126000	0.6236	2.5149	34.464	28.4769
0.1826	15.48	126500	0.6248	2.5421	34.7899	28.7525
0.1835	15.54	127000	0.6247	2.5838	34.6669	28.9799
0.1815	15.61	127500	0.6253	2.6119	34.6821	28.9245
0.1846	15.67	128000	0.6242	2.599	34.7133	28.6227
0.1823	15.73	128500	0.6254	2.5391	34.7756	28.9205
0.1856	15.79	129000	0.6244	2.469	34.9484	29.0825
0.1814	15.85	129500	0.6235	2.5316	35.0045	29.001
0.1826	15.91	130000	0.6261	2.5732	34.606	28.5584
0.1795	15.97	130500	0.6245	2.5493	35.0103	29.0292
0.1815	16.03	131000	0.6271	2.6712	34.9971	28.7435
0.1783	16.1	131500	0.6279	2.5753	34.7197	28.8431
0.1797	16.16	132000	0.6265	2.4547	34.6509	28.7988
0.1799	16.22	132500	0.6267	2.6017	34.9454	28.6781
0.1787	16.28	133000	0.6284	2.5852	34.6931	28.5875
0.1789	16.34	133500	0.6270	2.5806	34.7731	28.998
0.1793	16.4	134000	0.6277	2.6962	34.6517	28.7948
0.1778	16.46	134500	0.6260	2.5917	34.6919	29.0604
0.1798	16.52	135000	0.6271	2.6003	34.7628	29.0332
0.1783	16.59	135500	0.6260	2.6648	34.781	28.7515
0.1776	16.65	136000	0.6267	2.644	34.8913	28.9427
0.1806	16.71	136500	0.6287	2.642	34.7232	28.671
0.1785	16.77	137000	0.6261	2.6244	34.862	28.9286
0.1802	16.83	137500	0.6285	2.6106	34.9525	28.8934
0.1802	16.89	138000	0.6266	2.4873	34.4422	28.7877
0.1808	16.95	138500	0.6281	2.5479	34.7034	29.1167
0.1811	17.01	139000	0.6271	2.5462	34.7687	28.9748
0.175	17.07	139500	0.6287	2.5574	34.8786	29.0684
0.1786	17.14	140000	0.6286	2.6459	34.9833	28.9034
0.1781	17.2	140500	0.6301	2.6564	34.8437	28.9034
0.1773	17.26	141000	0.6291	2.4694	35.0778	29.0966
0.1789	17.32	141500	0.6291	2.7069	34.7801	28.8531
0.1742	17.38	142000	0.6296	2.5806	35.0719	28.7696
0.1791	17.44	142500	0.6286	2.6497	34.8104	28.8119
0.1768	17.5	143000	0.6288	2.5836	34.9395	28.673
0.1765	17.56	143500	0.6295	2.6236	34.6219	28.7606
0.1785	17.63	144000	0.6281	2.6064	34.5671	28.6378
0.1785	17.69	144500	0.6291	2.6307	34.7851	28.7304
0.1746	17.75	145000	0.6291	2.6569	34.7762	28.9165
0.1762	17.81	145500	0.6296	2.5294	34.8672	29.0493
0.1779	17.87	146000	0.6289	2.5837	34.7269	28.7243
0.1772	17.93	146500	0.6295	2.5655	34.7131	28.8853
0.178	17.99	147000	0.6292	2.7107	34.8452	28.8924
0.1745	18.05	147500	0.6302	2.6626	34.8329	28.9024
0.1756	18.12	148000	0.6294	2.7256	34.6914	28.6791
0.1752	18.18	148500	0.6306	2.6617	34.8721	29.0382
0.1783	18.24	149000	0.6311	2.5843	34.6449	28.7062
0.1746	18.3	149500	0.6300	2.6503	34.6579	28.7948
0.1768	18.36	150000	0.6289	2.6644	34.8421	28.7596
0.1735	18.42	150500	0.6298	2.6592	34.8831	28.9266
0.1726	18.48	151000	0.6303	2.6662	34.7957	28.9205
0.1765	18.54	151500	0.6298	2.6464	34.867	28.8632
0.1737	18.6	152000	0.6296	2.572	34.9667	28.9296
0.1755	18.67	152500	0.6289	2.6626	34.8297	28.8783
0.1774	18.73	153000	0.6305	2.6593	34.8033	28.7445
0.1773	18.79	153500	0.6307	2.6628	34.8469	28.8793
0.1772	18.85	154000	0.6305	2.7617	34.8576	28.7686
0.1767	18.91	154500	0.6295	2.7162	34.8489	28.6781
0.1764	18.97	155000	0.6309	2.6794	34.9801	28.8119
0.1745	19.03	155500	0.6312	2.7008	34.942	28.8602
0.175	19.09	156000	0.6308	2.7038	35.1077	29.0624
0.1749	19.16	156500	0.6302	2.7338	34.8444	28.831
0.1719	19.22	157000	0.6307	2.7141	34.797	28.9668
0.1726	19.28	157500	0.6321	2.6579	34.8974	28.7193
0.1739	19.34	158000	0.6311	2.7274	34.9123	28.837
0.1736	19.4	158500	0.6310	2.622	34.9064	28.7163
0.174	19.46	159000	0.6318	2.7009	34.8667	28.7857
0.1748	19.52	159500	0.6315	2.7481	34.92	28.7767
0.1765	19.58	160000	0.6316	2.7351	34.941	28.7686
0.1733	19.65	160500	0.6314	2.7531	34.9317	28.7545
0.175	19.71	161000	0.6316	2.7314	34.9079	28.8521
0.175	19.77	161500	0.6307	2.7682	34.8455	28.7213
0.1748	19.83	162000	0.6311	2.7593	34.902	28.7767
0.174	19.89	162500	0.6311	2.7523	34.9226	28.8008
0.1758	19.95	163000	0.6309	2.751	34.8573	28.8089

Framework versions

• Transformers 4.28.1
• Pytorch 2.0.0+cu117
• Datasets 2.11.0
• Tokenizers 0.13.3