bart-base-wikilarge

This model is a fine-tuned version of facebook/bart-base on an unknown dataset. It achieves the following results on the evaluation set:

• Loss: 0.9527
• Sari: 38.496
• Sari Add: 4.7224
• Sari Keep: 75.8478
• Sari Del: 34.9177
• Fkgl: 8.0794
• Bleu: 90.1607

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: 1e-05
• train_batch_size: 16
• eval_batch_size: 16
• seed: 42
• gradient_accumulation_steps: 2
• total_train_batch_size: 32
• optimizer: Use OptimizerNames.ADAMW_TORCH_FUSED with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
• lr_scheduler_type: linear
• lr_scheduler_warmup_ratio: 0.06
• num_epochs: 25

Training results

Training Loss	Epoch	Step	Validation Loss	Sari	Sari Add	Sari Keep	Sari Del	Fkgl	Bleu
2.2466	0.1080	1000	1.0175	32.8226	0.7423	77.2214	20.5041	8.8466	95.0593
1.7989	0.2159	2000	0.9453	32.7048	0.7742	77.4511	19.889	8.7816	95.3993
1.7156	0.3239	3000	0.9098	32.871	0.8598	77.7323	20.0208	8.811	95.9604
1.6663	0.4318	4000	0.8988	33.7282	1.0581	77.0275	23.099	8.6845	95.0423
1.6299	0.5398	5000	0.8865	33.2549	1.1652	77.9332	20.6664	8.8568	96.0225
1.6115	0.6477	6000	0.8833	33.1639	1.2519	77.9699	20.27	8.8807	96.1257
1.5775	0.7557	7000	0.8720	33.4954	1.4621	77.9266	21.0973	8.8528	96.1335
1.5635	0.8637	8000	0.8753	34.1964	1.7264	77.2516	23.6112	8.7518	95.3125
1.5627	0.9716	9000	0.8721	34.0695	1.6395	77.5723	22.9966	8.7697	95.4634
1.5324	1.0796	10000	0.8676	33.8842	1.8092	78.1874	21.656	8.8504	95.9219
1.5122	1.1875	11000	0.8631	34.4614	2.0329	77.6485	23.7029	8.6992	95.3259
1.5107	1.2955	12000	0.8654	34.6506	1.9719	77.1674	24.8125	8.656	94.7209
1.4903	1.4034	13000	0.8631	34.1137	1.9597	78.2806	22.1007	8.8791	95.7225
1.4882	1.5114	14000	0.8654	35.0221	2.2329	76.9893	25.8443	8.5987	94.4562
1.476	1.6193	15000	0.8632	35.0116	2.3011	77.7518	24.9819	8.6809	95.2087
1.4623	1.7273	16000	0.8637	34.8856	2.0675	77.6568	24.9326	8.76	95.0869
1.4617	1.8353	17000	0.8616	34.848	2.0351	77.2991	25.2098	8.6402	94.5967
1.4526	1.9432	18000	0.8611	35.379	2.4824	77.6135	26.041	8.6075	94.9158
1.4126	2.0512	19000	0.8601	35.1999	2.5833	77.9939	25.0226	8.7116	95.2702
1.4089	2.1591	20000	0.8634	35.6577	2.6718	77.2101	27.0912	8.5487	94.1117
1.4089	2.2671	21000	0.8621	35.0904	2.3493	77.7058	25.2161	8.6799	94.8016
1.3991	2.3750	22000	0.8671	35.048	2.4566	77.7806	24.9067	8.7029	95.2661
1.4119	2.4830	23000	0.8634	35.5864	2.5627	77.301	26.8954	8.5904	94.011
1.3932	2.5910	24000	0.8640	35.2742	2.5254	77.6696	25.6277	8.6608	94.6435
1.3858	2.6989	25000	0.8640	36.0303	2.731	77.0215	28.3385	8.5031	93.9359
1.3934	2.8069	26000	0.8628	35.826	2.6994	77.2409	27.5378	8.5432	94.2686
1.3748	2.9148	27000	0.8592	34.9041	2.4212	77.8504	24.4406	8.7734	95.1724
1.3886	3.0228	28000	0.8709	35.8772	2.6871	77.2368	27.7076	8.5199	94.2616
1.3405	3.1307	29000	0.8597	35.4115	2.6801	77.9785	25.576	8.7135	95.2602
1.3381	3.2387	30000	0.8688	36.1301	3.0327	77.143	28.2147	8.5093	94.0643
1.3373	3.3466	31000	0.8632	36.1554	2.9528	77.4677	28.0457	8.5269	94.3845
1.3488	3.4546	32000	0.8660	35.9952	2.9767	77.0723	27.9367	8.4873	93.7931
1.3227	3.5626	33000	0.8629	36.0947	2.9972	77.2708	28.0161	8.5839	94.3259
1.3197	3.6705	34000	0.8637	35.74	2.5943	77.4594	27.1664	8.6202	94.6541
1.3432	3.7785	35000	0.8637	36.1641	3.0129	77.1012	28.3782	8.505	93.7509
1.341	3.8864	36000	0.8678	36.3911	3.0399	76.6958	29.4377	8.466	93.4865
1.3325	3.9944	37000	0.8637	35.9281	2.8974	77.3894	27.4974	8.6135	94.2349
1.2905	4.1023	38000	0.8706	36.4559	3.1817	77.0247	29.1611	8.4565	93.6172
1.2866	4.2103	39000	0.8679	36.1974	3.0001	77.2805	28.3115	8.5063	94.135
1.2951	4.3183	40000	0.8712	35.8202	2.7661	77.6206	27.0741	8.5795	94.3597
1.295	4.4262	41000	0.8686	36.3631	3.0339	77.0026	29.0528	8.4213	93.4685
1.2864	4.5342	42000	0.8667	36.2594	3.0408	76.9929	28.7446	8.4776	93.7785
1.2971	4.6421	43000	0.8665	36.2104	2.9722	77.051	28.608	8.4663	93.8102
1.2968	4.7501	44000	0.8676	36.162	2.96	77.327	28.199	8.5552	93.8421
1.2843	4.8580	45000	0.8693	36.302	3.0886	77.2191	28.5982	8.5712	93.6749
1.292	4.9660	46000	0.8663	36.4295	3.2048	77.177	28.9067	8.5124	93.8506
1.2672	5.0740	47000	0.8728	36.5579	3.1535	77.369	29.1511	8.5001	93.9295
1.2458	5.1819	48000	0.8748	36.3265	3.0434	77.2152	28.7209	8.4726	93.5735
1.2482	5.2899	49000	0.8769	36.6934	3.3759	77.0789	29.6252	8.4479	93.4445
1.2486	5.3978	50000	0.8714	36.4681	3.1982	77.0373	29.1689	8.4166	93.4022
1.2449	5.5058	51000	0.8733	36.81	3.3936	76.6668	30.3697	8.3659	92.83
1.2575	5.6137	52000	0.8708	36.5814	3.5235	77.4072	28.8136	8.517	93.7895
1.2532	5.7217	53000	0.8730	36.653	3.2619	77.0362	29.6609	8.4568	93.3864
1.2525	5.8296	54000	0.8744	36.1293	3.0516	77.579	27.7574	8.5529	94.1419
1.2613	5.9376	55000	0.8733	36.9306	3.4322	76.6205	30.7391	8.3101	93.0272
1.2412	6.0456	56000	0.8788	36.9132	3.4244	76.7017	30.6134	8.3434	93.0159
1.21	6.1535	57000	0.8738	37.0071	3.4808	77.0703	30.4701	8.3927	93.2459
1.2199	6.2615	58000	0.8752	36.8936	3.5284	76.8531	30.2993	8.3633	93.2646
1.2307	6.3694	59000	0.8760	36.603	3.423	76.801	29.5849	8.4411	93.0561
1.2215	6.4774	60000	0.8764	36.7556	3.4284	77.096	29.7425	8.4403	93.6107
1.2147	6.5853	61000	0.8745	36.5547	3.3513	77.3766	28.9362	8.4744	93.6565
1.2057	6.6933	62000	0.8804	36.5335	3.3347	77.2445	29.0214	8.449	93.6233
1.2217	6.8013	63000	0.8767	36.7963	3.4278	77.2846	29.6763	8.4596	93.4148
1.2256	6.9092	64000	0.8818	36.8591	3.481	76.6254	30.471	8.3598	92.6382
1.2149	7.0172	65000	0.8826	36.8851	3.7394	77.4674	29.4486	8.4916	93.4
1.1932	7.1251	66000	0.8850	37.0864	3.6674	76.7099	30.8818	8.3289	92.7333
1.1866	7.2331	67000	0.8825	36.6938	3.5965	77.4335	29.0512	8.43	93.6453
1.1786	7.3410	68000	0.8854	36.8131	3.5125	76.8141	30.1129	8.3558	92.7184
1.1877	7.4490	69000	0.8840	37.0254	3.6127	76.7798	30.6838	8.3226	92.695
1.1856	7.5569	70000	0.8847	36.699	3.7258	77.3348	29.0365	8.4865	93.3639
1.1919	7.6649	71000	0.8834	37.3757	3.907	77.0404	31.1797	8.3006	92.6923
1.1946	7.7729	72000	0.8841	37.0037	3.511	76.3802	31.1198	8.3087	92.0828
1.188	7.8808	73000	0.8844	37.0185	3.6986	76.9956	30.3614	8.3683	92.968
1.192	7.9888	74000	0.8838	36.9067	3.6986	77.0925	29.929	8.4016	92.9227
1.1713	8.0967	75000	0.8849	37.0955	3.6595	76.9391	30.6879	8.3851	93.0924
1.1533	8.2047	76000	0.8913	36.714	3.5699	77.3136	29.2586	8.5109	93.2713
1.1634	8.3126	77000	0.8892	37.0101	3.7746	76.7805	30.4753	8.3705	92.5928
1.1658	8.4206	78000	0.8884	37.014	3.7292	77.2712	30.0415	8.4579	93.3228
1.1628	8.5286	79000	0.8855	37.1645	3.7308	76.9972	30.7654	8.3781	93.0109
1.1579	8.6365	80000	0.8848	37.1601	3.6955	76.857	30.9279	8.3922	92.87
1.1651	8.7445	81000	0.8912	37.3205	3.9734	76.9239	31.064	8.31	92.6834
1.1655	8.8524	82000	0.8904	37.4584	3.8647	76.6643	31.8464	8.2781	92.3029
1.1626	8.9604	83000	0.8901	37.0363	3.8639	77.2401	30.0048	8.3761	93.1304
1.1435	9.0683	84000	0.8923	37.4183	3.9038	77.0262	31.3249	8.3567	92.7695
1.1284	9.1763	85000	0.8957	37.5083	3.9546	76.6109	31.9593	8.2298	92.2829
1.1352	9.2842	86000	0.8943	37.3646	3.9076	76.7942	31.392	8.2664	92.4761
1.1329	9.3922	87000	0.8951	37.2953	3.8797	77.0145	30.9916	8.36	92.5334
1.1586	9.5002	88000	0.8944	37.0298	3.7769	77.1835	30.1289	8.3732	92.9567
1.1397	9.6081	89000	0.8945	37.1114	3.8961	76.8658	30.5724	8.3104	92.4917
1.1321	9.7161	90000	0.8963	37.4209	3.9256	76.61	31.7272	8.2902	92.1452
1.1465	9.8240	91000	0.8965	37.4509	3.9647	76.4501	31.938	8.2612	91.9617
1.1366	9.9320	92000	0.8990	37.5831	3.9822	76.7949	31.9724	8.2788	92.4462
1.1318	10.0399	93000	0.8975	37.2896	3.9745	77.0149	30.8794	8.3574	92.6338
1.1103	10.1479	94000	0.9013	37.3343	3.9982	76.7362	31.2686	8.3336	92.1647
1.1146	10.2559	95000	0.8985	37.4108	3.8727	76.658	31.7017	8.2838	92.3761
1.1171	10.3638	96000	0.8996	37.2623	3.8726	76.859	31.0554	8.3506	92.4667
1.1199	10.4718	97000	0.9009	37.5919	3.9981	76.4498	32.3277	8.2433	91.6061
1.1223	10.5797	98000	0.9024	37.5784	4.0115	76.7115	32.0121	8.2963	92.1967
1.1135	10.6877	99000	0.8968	37.3956	4.0405	76.7716	31.3748	8.3214	92.3323
1.1185	10.7956	100000	0.9011	37.2465	3.8726	77.0646	30.8021	8.3529	92.4509
1.1261	10.9036	101000	0.8990	37.3266	3.8633	76.4876	31.6289	8.2454	92.0698
1.0993	11.0116	102000	0.9037	37.3494	3.9078	76.7681	31.3724	8.3085	92.1366
1.0957	11.1195	103000	0.9072	37.7948	4.2231	76.7452	32.416	8.2276	92.0321
1.083	11.2275	104000	0.9015	37.5085	4.0666	76.6815	31.7775	8.2862	92.1702
1.0936	11.3354	105000	0.9060	37.8405	4.2988	76.4685	32.7543	8.2249	91.8359
1.0889	11.4434	106000	0.9044	37.4741	3.9346	76.8808	31.607	8.3003	92.2242
1.107	11.5513	107000	0.9076	37.5153	4.0087	76.4881	32.0491	8.2584	91.6526
1.0969	11.6593	108000	0.9059	37.4172	3.9429	76.8242	31.4845	8.3015	92.2782
1.1067	11.7672	109000	0.9056	37.8901	4.2087	76.6103	32.8512	8.2533	91.9045
1.0976	11.8752	110000	0.9076	37.3704	4.032	76.8345	31.2447	8.305	92.2194
1.0969	11.9832	111000	0.9049	37.3158	3.9647	76.852	31.1308	8.3321	92.4297
1.0765	12.0911	112000	0.9059	37.3609	4.0646	77.1428	30.8752	8.329	92.5135
1.0829	12.1991	113000	0.9097	37.826	4.0858	75.9209	33.4711	8.1093	91.0438
1.0754	12.3070	114000	0.9088	37.5752	4.0559	76.4886	32.1811	8.2501	91.7628
1.0774	12.4150	115000	0.9144	37.9829	4.3121	76.1849	33.4517	8.0971	91.4216
1.0834	12.5229	116000	0.9108	37.4941	4.069	76.5163	31.8969	8.2314	91.8983
1.0733	12.6309	117000	0.9112	37.795	4.1806	76.3742	32.8302	8.2014	91.5672
1.0809	12.7389	118000	0.9137	38.06	4.4019	76.1419	33.6363	8.1436	91.0329
1.0814	12.8468	119000	0.9084	37.467	4.1882	76.5859	31.6271	8.3168	91.9136
1.081	12.9548	120000	0.9115	37.7137	4.2206	76.8465	32.074	8.2875	92.0188
1.0575	13.0627	121000	0.9175	37.7428	4.1747	76.5314	32.5222	8.2586	91.7064
1.0594	13.1707	122000	0.9150	37.8749	4.4035	76.6572	32.5642	8.2158	91.8134
1.0652	13.2786	123000	0.9188	38.0176	4.3992	76.6798	32.9737	8.2458	91.7223
1.0567	13.3866	124000	0.9208	38.1466	4.4018	75.794	34.2439	8.088	90.4264
1.065	13.4945	125000	0.9153	37.6543	4.056	76.3092	32.5977	8.2488	91.6499
1.0638	13.6025	126000	0.9144	37.9011	4.2352	76.4783	32.9899	8.1972	91.5767
1.0585	13.7105	127000	0.9145	37.8314	4.3019	76.6413	32.5509	8.2341	91.7639
1.0706	13.8184	128000	0.9163	38.0096	4.3259	76.424	33.2789	8.1849	91.6751
1.0718	13.9264	129000	0.9154	37.803	4.3366	76.6212	32.4512	8.264	92.022
1.0484	14.0343	130000	0.9241	37.9134	4.1824	76.1194	33.4384	8.1306	91.0655
1.0383	14.1423	131000	0.9228	37.9769	4.3492	76.4499	33.1315	8.2058	91.4237
1.0482	14.2502	132000	0.9243	38.1536	4.5253	76.3724	33.563	8.1727	91.1333
1.0428	14.3582	133000	0.9215	38.0439	4.421	76.1174	33.5933	8.2024	91.0195
1.0395	14.4662	134000	0.9273	38.0205	4.3546	76.145	33.562	8.1879	91.1256
1.0474	14.5741	135000	0.9230	37.8363	4.3779	76.0111	33.12	8.1624	90.9656
1.0433	14.6821	136000	0.9244	37.7864	4.2823	76.5187	32.5581	8.238	91.7281
1.0477	14.7900	137000	0.9227	37.565	4.0735	76.5506	32.071	8.2758	91.8628
1.0557	14.8980	138000	0.9211	37.678	4.202	76.5205	32.3115	8.2234	91.4929
1.0486	15.0059	139000	0.9224	37.7489	4.2144	76.4077	32.6245	8.2147	91.6649
1.0276	15.1139	140000	0.9289	37.7863	4.2921	76.3719	32.6949	8.2229	91.5663
1.0492	15.2219	141000	0.9258	37.9439	4.3771	76.1807	33.2739	8.1678	91.3747
1.0218	15.3298	142000	0.9259	37.8194	4.2945	76.4257	32.7381	8.1703	91.5185
1.0316	15.4378	143000	0.9288	38.2731	4.6122	75.9762	34.2309	8.0768	91.1056
1.0346	15.5457	144000	0.9314	38.0264	4.431	75.9519	33.6965	8.1067	90.6861
1.0322	15.6537	145000	0.9277	37.9058	4.4173	76.278	33.0221	8.1747	91.3108
1.0344	15.7616	146000	0.9257	37.804	4.3574	76.5289	32.5257	8.2566	91.7646
1.0329	15.8696	147000	0.9215	37.9955	4.3585	76.4297	33.1981	8.1966	91.4382
1.022	15.9775	148000	0.9239	37.7292	4.2978	76.3784	32.5115	8.2404	91.5378
1.0228	16.0855	149000	0.9332	37.8458	4.2717	76.4858	32.7801	8.1907	91.4411
1.0124	16.1935	150000	0.9304	38.0399	4.3863	76.0964	33.637	8.1379	90.874
1.0266	16.3014	151000	0.9310	38.0499	4.5129	76.3878	33.249	8.2317	91.44
1.0242	16.4094	152000	0.9316	38.1509	4.5797	76.3186	33.5544	8.1994	91.3044
1.029	16.5173	153000	0.9332	37.9618	4.4842	76.2658	33.1354	8.2265	91.1309
1.0211	16.6253	154000	0.9315	38.1589	4.4622	75.8179	34.1966	8.1388	90.5529
1.0211	16.7332	155000	0.9319	38.1891	4.4705	76.0637	34.0332	8.1433	90.6369
1.0121	16.8412	156000	0.9296	37.7569	4.283	76.6537	32.3341	8.3065	91.7892
1.0134	16.9492	157000	0.9290	38.1279	4.4193	76.3983	33.5661	8.1998	91.1724
1.0225	17.0571	158000	0.9361	38.1158	4.5393	76.2643	33.5437	8.1842	90.784
1.0085	17.1651	159000	0.9365	38.2976	4.5264	75.9046	34.4618	8.0656	90.3789
1.0034	17.2730	160000	0.9376	38.234	4.4814	75.6763	34.5445	8.1127	90.1046
1.0155	17.3810	161000	0.9337	38.0852	4.4465	75.9837	33.8256	8.1477	90.6899
1.0145	17.4889	162000	0.9337	38.1532	4.558	76.2364	33.6653	8.1483	90.8482
1.0056	17.5969	163000	0.9325	38.0004	4.3837	76.1999	33.4178	8.1675	91.0105
1.0171	17.7048	164000	0.9336	38.0136	4.3622	75.9505	33.7281	8.1285	90.7741
1.0081	17.8128	165000	0.9330	38.0267	4.583	76.3092	33.1878	8.232	91.1418
1.0009	17.9208	166000	0.9351	38.0578	4.4961	75.8419	33.8352	8.1266	90.2558
1.0026	18.0287	167000	0.9382	38.0629	4.4193	75.9013	33.8681	8.0775	90.5698
0.9962	18.1367	168000	0.9374	37.9807	4.4908	76.2061	33.2451	8.1944	90.9906
1.0038	18.2446	169000	0.9368	37.8783	4.3678	76.1114	33.1557	8.182	90.9271
0.9901	18.3526	170000	0.9372	38.0838	4.5895	76.2573	33.4045	8.1599	90.9131
0.993	18.4605	171000	0.9363	38.147	4.4675	76.2195	33.7539	8.1848	90.8228
1.0049	18.5685	172000	0.9376	38.2027	4.513	76.4912	33.6038	8.1841	91.2759
1.0013	18.6765	173000	0.9384	38.175	4.568	76.1999	33.7572	8.1985	90.8156
1.0021	18.7844	174000	0.9383	38.0098	4.4324	75.97	33.627	8.1771	90.6544
1.008	18.8924	175000	0.9376	38.0449	4.4837	76.2094	33.4415	8.1618	90.9258
0.9978	19.0003	176000	0.9388	38.0894	4.5394	76.1923	33.5365	8.1585	90.6712
0.9844	19.1083	177000	0.9419	38.0969	4.4786	75.6834	34.1288	8.0189	90.1788
0.9867	19.2162	178000	0.9440	37.8784	4.3327	76.0032	33.2992	8.1359	90.717
0.9848	19.3242	179000	0.9448	38.0891	4.4546	76.0069	33.8058	8.0883	90.487
0.9932	19.4321	180000	0.9434	38.2631	4.5592	75.8018	34.4282	8.0419	90.1336
0.9941	19.5401	181000	0.9428	38.0192	4.4134	75.7845	33.8596	8.0819	90.2883
0.9907	19.6481	182000	0.9427	38.1376	4.4886	75.9772	33.947	8.1792	90.4858
0.9863	19.7560	183000	0.9417	38.2539	4.5532	76.0769	34.1316	8.1299	90.5073
0.9819	19.8640	184000	0.9412	38.2073	4.5586	76.0751	33.9882	8.1491	90.6451
1.0067	19.9719	185000	0.9387	38.0464	4.4924	76.2229	33.4239	8.1867	90.7792
0.9838	20.0799	186000	0.9428	38.154	4.4546	76.2287	33.7787	8.1374	90.8245
0.9803	20.1878	187000	0.9447	38.2598	4.5684	75.9666	34.2445	8.104	90.3617
0.9797	20.2958	188000	0.9440	38.1857	4.5156	76.1414	33.9	8.1427	90.6618
0.9856	20.4038	189000	0.9429	38.0842	4.4574	76.0826	33.7127	8.1057	90.6817
0.9888	20.5117	190000	0.9442	38.2577	4.538	76.3065	33.9286	8.1698	90.7392
0.9871	20.6197	191000	0.9444	38.2734	4.5131	76.2535	34.0537	8.138	90.6386
0.9763	20.7276	192000	0.9440	38.2433	4.5971	76.1138	34.0191	8.1169	90.5207
0.9914	20.8356	193000	0.9444	38.1788	4.4816	76.0678	33.9871	8.097	90.3423
0.9791	20.9435	194000	0.9442	38.0555	4.4143	75.953	33.7992	8.0956	90.3363
0.9762	21.0515	195000	0.9472	38.0262	4.4905	76.1876	33.4006	8.169	90.6909
0.9677	21.1595	196000	0.9482	38.1645	4.5391	76.2461	33.7083	8.1544	90.5724
0.9729	21.2674	197000	0.9472	38.2891	4.6299	76.1825	34.055	8.1349	90.5713
0.9753	21.3754	198000	0.9458	38.1754	4.51	76.2435	33.7729	8.1566	90.6384
0.9788	21.4833	199000	0.9491	38.3117	4.6525	75.7288	34.5538	8.0749	90.0162
0.9736	21.5913	200000	0.9482	38.1344	4.4789	75.9107	34.0136	8.1066	90.139
0.9819	21.6992	201000	0.9484	37.9909	4.3969	76.0459	33.5298	8.148	90.3332
0.9884	21.8072	202000	0.9471	38.1587	4.5246	76.2099	33.7417	8.1603	90.7079
0.9801	21.9151	203000	0.9447	38.2692	4.6034	76.2147	33.9894	8.1113	90.5286
0.966	22.0231	204000	0.9494	38.2897	4.5889	76.0061	34.2741	8.1149	90.1986
0.9649	22.1311	205000	0.9479	38.1554	4.5731	76.1927	33.7005	8.1346	90.4391
0.9729	22.2390	206000	0.9481	38.1953	4.5527	76.1051	33.9282	8.1371	90.4827
0.968	22.3470	207000	0.9503	38.2636	4.6406	75.7293	34.4209	8.0487	90.0726
0.9731	22.4549	208000	0.9473	38.218	4.5227	75.9609	34.1706	8.1248	90.2612
0.9766	22.5629	209000	0.9480	38.3337	4.6302	76.0098	34.3611	8.0976	90.3297
0.9677	22.6708	210000	0.9480	38.1698	4.5413	76.2096	33.7584	8.1476	90.5727
0.9834	22.7788	211000	0.9484	38.2935	4.634	75.9274	34.3191	8.084	90.2338
0.98	22.8868	212000	0.9490	38.0813	4.4745	76.1584	33.6111	8.1816	90.6427
0.9638	22.9947	213000	0.9489	38.374	4.6508	75.8048	34.6662	8.0576	90.0747
0.969	23.1027	214000	0.9496	38.3486	4.6307	75.922	34.4931	8.0808	90.1099
0.9682	23.2106	215000	0.9505	38.3989	4.6383	75.7594	34.7988	8.037	89.9839
0.9692	23.3186	216000	0.9496	38.3017	4.6036	75.9188	34.3828	8.0752	90.3586
0.9653	23.4265	217000	0.9490	38.2395	4.6388	76.0924	33.9874	8.1397	90.5997
0.9688	23.5345	218000	0.9527	38.496	4.7224	75.8478	34.9177	8.0794	90.1607
0.9754	23.6424	219000	0.9500	38.4124	4.6685	76.0096	34.5591	8.0979	90.3584
0.9683	23.7504	220000	0.9503	38.272	4.6045	75.97	34.2415	8.0855	90.3057
0.9624	23.8584	221000	0.9488	38.3206	4.5812	75.9437	34.4369	8.0806	90.2253
0.9676	23.9663	222000	0.9499	38.2652	4.6009	75.7412	34.4534	8.0653	89.9343
0.9647	24.0743	223000	0.9508	38.2937	4.6059	76.1023	34.1729	8.1121	90.3822
0.9572	24.1822	224000	0.9501	38.3005	4.5708	76.1634	34.1673	8.115	90.533
0.9673	24.2902	225000	0.9511	38.4384	4.6539	76.0127	34.6486	8.0806	90.312
0.9711	24.3981	226000	0.9508	38.4434	4.656	76.0516	34.6227	8.0863	90.3733
0.9604	24.5061	227000	0.9509	38.2411	4.5522	75.9693	34.2016	8.1065	90.2116
0.9568	24.6141	228000	0.9508	38.3524	4.6306	76.1127	34.3139	8.1104	90.4728
0.9651	24.7220	229000	0.9509	38.3502	4.6241	75.9658	34.4605	8.0698	90.2369
0.9692	24.8300	230000	0.9513	38.322	4.5966	76.0196	34.3497	8.0747	90.3259
0.9612	24.9379	231000	0.9513	38.3324	4.5863	75.9772	34.4336	8.0758	90.2231

Framework versions

• Transformers 4.57.3
• Pytorch 2.9.1+cu128
• Datasets 3.6.0
• Tokenizers 0.22.1