cs_m2m_2e-5_500_v0.2

This model is a fine-tuned version of facebook/m2m100_1.2B on an unknown dataset. It achieves the following results on the evaluation set:

• Loss: 2.2781
• Bleu: 47.4947
• Gen Len: 20.3333

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: 500

Training results

Training Loss	Epoch	Step	Validation Loss	Bleu	Gen Len
3.5955	1.0	6	2.1700	5.2853	61.7619
2.1803	2.0	12	1.7324	45.1068	18.5238
0.884	3.0	18	1.6620	42.4488	20.0476
0.9149	4.0	24	1.6110	38.281	19.8571
0.9369	5.0	30	1.6441	37.3868	19.7143
0.1262	6.0	36	1.6365	42.0778	19.7143
0.4717	7.0	42	1.5780	44.6136	19.5238
0.2614	8.0	48	1.6052	51.6602	20.7619
0.2663	9.0	54	1.6658	53.657	20.1429
0.0851	10.0	60	1.7080	51.0034	20.4286
0.1336	11.0	66	1.7162	49.5043	19.1905
0.3736	12.0	72	1.6973	46.88	21.5238
0.0491	13.0	78	1.7101	54.4471	19.7619
0.0133	14.0	84	1.6952	46.3602	21.2857
0.0302	15.0	90	1.7021	57.2323	20.2381
0.0469	16.0	96	1.7036	50.0225	21.4762
0.0249	17.0	102	1.7247	45.7879	20.8095
0.0246	18.0	108	1.7429	53.4311	20.381
0.0832	19.0	114	1.7789	43.4352	21.4286
0.0161	20.0	120	1.8177	48.3969	19.1429
0.0035	21.0	126	1.7921	48.6517	20.2857
0.0109	22.0	132	1.8524	42.681	22.3333
0.0025	23.0	138	1.7995	50.2653	20.0476
0.003	24.0	144	1.7659	50.7496	19.4286
0.0054	25.0	150	1.8429	46.086	20.5714
0.0036	26.0	156	1.9221	39.5188	20.619
0.0023	27.0	162	1.8843	52.8052	19.7619
0.02	28.0	168	1.8557	54.4796	19.7619
0.008	29.0	174	1.8593	48.5401	21.0476
0.0088	30.0	180	1.8269	50.8012	21.1429
0.0079	31.0	186	1.7975	46.5216	19.2857
0.0552	32.0	192	1.8510	50.8412	19.2857
0.0028	33.0	198	1.9185	53.3245	19.8095
0.0011	34.0	204	1.9616	49.2009	19.9524
0.0042	35.0	210	1.9582	51.9018	19.7143
0.0009	36.0	216	1.9574	54.2746	20.0
0.0167	37.0	222	2.0107	50.2599	20.7143
0.0052	38.0	228	2.0236	51.6827	20.3333
0.0029	39.0	234	2.0169	52.7398	19.8095
0.0021	40.0	240	1.9801	51.647	19.9048
0.0009	41.0	246	1.9861	48.053	19.8571
0.0018	42.0	252	1.9881	49.8501	19.9524
0.0026	43.0	258	2.0431	51.2736	19.9048
0.0015	44.0	264	2.0913	51.1887	19.8571
0.0025	45.0	270	2.0098	49.738	19.9524
0.0041	46.0	276	1.9856	46.8015	19.8571
0.0008	47.0	282	1.9475	46.8278	19.619
0.0004	48.0	288	1.9087	49.001	19.6667
0.001	49.0	294	1.9677	45.0947	21.0
0.0019	50.0	300	1.9625	45.491	21.0476
0.002	51.0	306	1.9372	49.6757	20.5238
0.001	52.0	312	1.9319	51.4649	20.1905
0.0062	53.0	318	1.8968	51.4694	20.0
0.0013	54.0	324	1.8859	50.4794	19.9524
0.0014	55.0	330	1.9014	49.2881	20.3333
0.0008	56.0	336	1.9024	51.9622	20.2381
0.0022	57.0	342	1.9273	48.7743	20.0952
0.0013	58.0	348	1.9632	49.3723	20.2857
0.0006	59.0	354	1.9923	48.5337	20.3333
0.0011	60.0	360	1.9938	49.1061	20.4286
0.0006	61.0	366	1.9692	48.2225	20.0
0.1667	62.0	372	1.9649	47.4302	19.8095
0.0006	63.0	378	1.9827	49.0037	20.0952
0.0012	64.0	384	1.9765	48.2799	20.0476
0.0003	65.0	390	1.9955	46.735	19.9048
0.0002	66.0	396	1.9911	46.4335	19.5238
0.0007	67.0	402	1.9832	49.2708	19.6667
0.001	68.0	408	1.9897	47.6271	19.5238
0.0026	69.0	414	1.9979	47.6271	19.5238
0.0062	70.0	420	1.9920	47.5221	19.5714
0.0002	71.0	426	1.9862	50.3982	19.5714
0.0004	72.0	432	2.0065	48.4579	19.6667
0.0006	73.0	438	2.0130	49.5911	19.7143
0.0001	74.0	444	2.0056	49.9929	19.619
0.0002	75.0	450	2.0018	51.8596	19.619
0.0007	76.0	456	2.0047	50.8034	19.619
0.0005	77.0	462	2.0077	50.8034	19.619
0.0003	78.0	468	2.0133	50.8034	19.619
0.0007	79.0	474	2.0093	50.0533	19.5714
0.0002	80.0	480	2.0145	49.7182	19.4762
0.0014	81.0	486	2.0210	50.7126	19.5238
0.0003	82.0	492	2.0275	50.7126	19.5238
0.0007	83.0	498	2.0344	49.5788	19.4762
0.0004	84.0	504	2.0400	50.7126	19.5238
0.0002	85.0	510	2.0455	49.6457	19.5238
0.0003	86.0	516	2.0645	51.9483	19.619
0.0003	87.0	522	2.0836	51.9483	19.619
0.0038	88.0	528	2.1076	52.1279	19.6667
0.0005	89.0	534	2.0981	49.0257	20.0476
0.0009	90.0	540	2.0852	48.6199	20.0
0.0003	91.0	546	2.0739	50.5817	19.9524
0.0002	92.0	552	2.0602	50.1767	19.9048
0.0002	93.0	558	2.0509	48.7042	20.0
0.0008	94.0	564	2.0491	48.7042	20.0
0.0002	95.0	570	2.0517	48.7042	20.0
0.0003	96.0	576	2.0556	48.7042	20.0
0.0001	97.0	582	2.0595	52.2333	20.2857
0.0003	98.0	588	2.0621	52.2333	20.2857
0.0002	99.0	594	2.0600	54.5804	19.9048
0.0006	100.0	600	2.0611	54.6318	19.8095
0.0024	101.0	606	2.0606	54.6318	19.8095
0.0001	102.0	612	2.0643	53.1448	19.7619
0.0004	103.0	618	2.0691	55.0274	19.7143
0.0004	104.0	624	2.0697	52.665	19.4762
0.0006	105.0	630	2.0826	52.2629	19.5714
0.0016	106.0	636	2.0972	51.0973	19.6667
0.0001	107.0	642	2.0833	53.8477	19.9524
0.0034	108.0	648	2.0480	55.0274	19.8095
0.0002	109.0	654	2.0149	51.2345	19.5238
0.0008	110.0	660	1.9959	51.9978	19.5238
0.0001	111.0	666	1.9890	51.9978	19.5238
0.0003	112.0	672	1.9883	52.9513	20.0476
0.0003	113.0	678	1.9922	52.1948	20.0952
0.0007	114.0	684	1.9985	52.1948	20.0952
0.0001	115.0	690	2.0007	52.1948	20.0952
0.0001	116.0	696	2.0050	52.1948	20.1429
0.0001	117.0	702	2.0106	51.5427	20.3333
0.0001	118.0	708	2.0158	52.309	20.2381
0.0005	119.0	714	2.0206	52.309	20.2381
0.0001	120.0	720	2.0259	51.056	20.4762
0.0001	121.0	726	2.0301	51.056	20.4762
0.0005	122.0	732	2.0340	51.1742	20.2381
0.0001	123.0	738	2.0380	51.1742	20.2381
0.0004	124.0	744	2.0422	50.7642	20.5238
0.0002	125.0	750	2.0461	50.7642	20.5238
0.0002	126.0	756	2.0506	50.7642	20.5238
0.0001	127.0	762	2.0536	50.7642	20.5238
0.0004	128.0	768	2.0558	50.7642	20.5238
0.0001	129.0	774	2.0581	49.0869	20.4762
0.0003	130.0	780	2.0599	48.862	20.4286
0.0002	131.0	786	2.0627	48.862	20.4286
0.0003	132.0	792	2.0682	49.0869	20.4762
0.0002	133.0	798	2.0741	48.2505	20.4762
0.0002	134.0	804	2.0786	48.2505	20.4762
0.0001	135.0	810	2.0823	50.1384	20.4762
0.0001	136.0	816	2.0866	50.7642	20.381
0.0009	137.0	822	2.0906	52.2243	20.1429
0.0002	138.0	828	2.0976	50.7642	20.381
0.0001	139.0	834	2.1012	50.7642	20.381
0.0001	140.0	840	2.1034	52.2243	20.1429
0.0002	141.0	846	2.1071	50.7642	20.381
0.0006	142.0	852	2.1114	50.7642	20.381
0.0001	143.0	858	2.1146	51.1742	20.0952
0.0001	144.0	864	2.1153	50.1384	20.4762
0.0005	145.0	870	2.1157	49.3118	20.5238
0.0001	146.0	876	2.1163	51.1742	20.0952
0.0	147.0	882	2.1208	50.6075	20.0
0.0001	148.0	888	2.1241	50.6304	19.9524
0.0005	149.0	894	2.1266	50.6304	19.9524
0.0001	150.0	900	2.1281	50.5867	19.9524
0.0001	151.0	906	2.1298	50.5867	19.9524
0.0002	152.0	912	2.1316	50.5867	19.9524
0.0009	153.0	918	2.1321	49.3558	20.3333
0.0	154.0	924	2.1318	49.3558	20.3333
0.0003	155.0	930	2.1318	49.3558	20.3333
0.0	156.0	936	2.1325	49.3558	20.3333
0.0004	157.0	942	2.1341	50.479	20.381
0.0	158.0	948	2.1346	50.479	20.381
0.0003	159.0	954	2.1354	50.479	20.381
0.0	160.0	960	2.1363	50.479	20.381
0.0001	161.0	966	2.1373	50.479	20.381
0.0	162.0	972	2.1380	50.479	20.381
0.0052	163.0	978	2.1380	50.479	20.381
0.0001	164.0	984	2.1432	50.479	20.381
0.0001	165.0	990	2.1467	50.479	20.381
0.0001	166.0	996	2.1513	50.479	20.381
0.0001	167.0	1002	2.1546	50.5235	20.381
0.0005	168.0	1008	2.1553	51.6955	20.2857
0.0001	169.0	1014	2.1543	53.8019	20.0
0.0002	170.0	1020	2.1542	53.8019	20.0
0.0	171.0	1026	2.1548	53.8521	19.7143
0.0	172.0	1032	2.1555	53.8521	19.7143
0.0003	173.0	1038	2.1462	53.8521	19.7143
0.0001	174.0	1044	2.1291	52.7023	19.7143
0.0001	175.0	1050	2.1304	50.3338	19.381
0.0	176.0	1056	2.0798	50.3141	19.4286
0.0	177.0	1062	2.0432	47.7624	20.0
0.0001	178.0	1068	2.0438	47.7436	20.1429
0.0003	179.0	1074	2.0437	47.7244	20.1429
0.0001	180.0	1080	2.0524	51.3154	20.1905
0.0006	181.0	1086	2.0644	50.843	20.2381
0.0001	182.0	1092	2.1083	50.6743	20.0952
0.0	183.0	1098	2.1264	47.6199	19.8095
0.0001	184.0	1104	2.1199	45.1537	19.5238
0.0013	185.0	1110	2.1204	46.9434	19.7619
0.0001	186.0	1116	2.1338	49.9344	20.381
0.0008	187.0	1122	2.1509	51.8455	19.9524
0.0001	188.0	1128	2.1949	51.3978	19.8095
0.0001	189.0	1134	2.2056	53.87	19.6667
0.0002	190.0	1140	2.1266	49.0503	20.9524
0.0005	191.0	1146	2.1215	50.0876	20.9048
0.0002	192.0	1152	2.0713	50.0199	20.0476
0.0006	193.0	1158	2.0728	49.5668	19.8095
0.0001	194.0	1164	2.1020	48.7331	20.4286
0.0001	195.0	1170	2.1143	50.1215	20.2857
0.0002	196.0	1176	2.0750	49.983	20.9524
0.0003	197.0	1182	1.9591	52.5796	19.8571
0.0003	198.0	1188	1.9419	49.5994	19.8571
0.0003	199.0	1194	1.9659	47.6525	20.7619
0.0013	200.0	1200	1.9903	47.7076	20.4286
0.0003	201.0	1206	2.0053	46.0621	20.0952
0.0003	202.0	1212	2.0320	47.1943	20.1429
0.0006	203.0	1218	2.0508	45.6812	20.0952
0.0014	204.0	1224	2.0534	45.8767	20.1905
0.0002	205.0	1230	2.0415	46.633	20.1429
0.0035	206.0	1236	2.0424	44.5798	19.9524
0.0005	207.0	1242	2.0165	45.2633	19.8571
0.0001	208.0	1248	2.0307	47.6459	20.0
0.0016	209.0	1254	2.0661	48.8307	20.7619
0.0006	210.0	1260	2.0939	48.992	20.5714
0.0001	211.0	1266	2.1039	49.2669	20.5714
0.0001	212.0	1272	2.1057	49.4961	20.7619
0.0001	213.0	1278	2.1076	49.4813	20.4286
0.0001	214.0	1284	2.1059	49.973	20.3333
0.0004	215.0	1290	2.1045	49.7227	20.2857
0.0014	216.0	1296	2.1148	48.4398	20.381
0.0001	217.0	1302	2.1612	49.2202	20.5714
0.0005	218.0	1308	2.1941	46.6581	21.0476
0.0006	219.0	1314	2.2119	46.6703	20.9048
0.0002	220.0	1320	2.1986	45.8806	21.0476
0.0001	221.0	1326	2.1711	46.8083	20.7619
0.0006	222.0	1332	2.1572	46.8083	20.7619
0.0102	223.0	1338	2.1339	48.1926	20.4286
0.0003	224.0	1344	2.0926	48.7288	20.3333
0.2973	225.0	1350	2.1248	49.4645	20.5238
0.0	226.0	1356	2.1955	46.7165	20.7619
0.0001	227.0	1362	2.1353	50.381	20.5714
0.0001	228.0	1368	2.0547	50.8303	20.0476
0.0001	229.0	1374	1.9967	47.8055	19.7619
0.0001	230.0	1380	1.9714	48.2664	19.9048
0.0003	231.0	1386	1.9728	47.4206	20.0
0.0002	232.0	1392	1.9759	48.2275	19.9048
0.0025	233.0	1398	1.9796	47.7789	20.0476
0.0001	234.0	1404	1.9915	46.5661	20.2857
0.0001	235.0	1410	2.0214	45.9259	20.0476
0.0001	236.0	1416	2.0512	45.9259	20.0476
0.0001	237.0	1422	2.0702	45.9259	20.0476
0.0006	238.0	1428	2.0808	46.7359	19.9524
0.0001	239.0	1434	2.0863	45.5803	19.5714
0.0001	240.0	1440	2.0899	45.5803	19.5714
0.0003	241.0	1446	2.0954	45.574	20.0952
0.0	242.0	1452	2.1013	47.0915	20.2857
0.0003	243.0	1458	2.1052	47.0723	20.1429
0.0003	244.0	1464	2.1076	47.0281	20.0952
0.0002	245.0	1470	2.1108	45.4934	20.0476
0.0001	246.0	1476	2.1124	45.4934	20.0476
0.0003	247.0	1482	2.1137	45.8284	20.3333
0.0001	248.0	1488	2.1158	45.8284	20.3333
0.0001	249.0	1494	2.1176	45.8284	20.3333
0.0	250.0	1500	2.1193	45.4934	20.0476
0.0015	251.0	1506	2.1208	45.4934	20.0476
0.0001	252.0	1512	2.1222	45.512	20.0952
0.0001	253.0	1518	2.1234	45.512	20.0952
0.0001	254.0	1524	2.1253	45.512	20.0952
0.0004	255.0	1530	2.1266	45.512	20.0952
0.0008	256.0	1536	2.1280	45.512	20.0952
0.0001	257.0	1542	2.1326	45.512	20.0952
0.0001	258.0	1548	2.1868	45.3968	20.2381
0.0001	259.0	1554	2.2196	45.7643	20.5714
0.0	260.0	1560	2.2238	47.9478	19.8095
0.0001	261.0	1566	2.1992	46.66	20.4286
0.0002	262.0	1572	2.1599	46.4694	20.1429
0.0002	263.0	1578	2.1418	49.4284	20.3333
0.0002	264.0	1584	2.1377	46.8936	20.1905
0.0006	265.0	1590	2.1559	46.4694	20.2857
0.0005	266.0	1596	2.1897	48.0993	20.381
0.0002	267.0	1602	2.2092	47.1607	20.4762
0.0003	268.0	1608	2.2165	47.1685	20.5238
0.0001	269.0	1614	2.2186	48.1068	20.4286
0.0001	270.0	1620	2.2182	48.0643	20.381
0.0002	271.0	1626	2.2189	48.8767	20.4762
0.0009	272.0	1632	2.2200	48.8767	20.4762
0.0002	273.0	1638	2.2225	47.257	20.381
0.0002	274.0	1644	2.2289	47.257	20.381
0.0001	275.0	1650	2.2403	47.257	20.381
0.0001	276.0	1656	2.2460	47.2914	20.381
0.0003	277.0	1662	2.2549	48.9183	20.5238
0.0001	278.0	1668	2.2598	48.9183	20.5238
0.0001	279.0	1674	2.2622	48.9183	20.5238
0.0005	280.0	1680	2.2651	48.9183	20.5238
0.0	281.0	1686	2.2663	48.9183	20.5238
0.0	282.0	1692	2.2666	48.9183	20.5238
0.0	283.0	1698	2.2660	47.2988	20.4286
0.0	284.0	1704	2.2620	47.2988	20.4286
0.0001	285.0	1710	2.2595	47.2988	20.2857
0.0	286.0	1716	2.2580	47.2988	20.2857
0.0001	287.0	1722	2.2564	47.2988	20.2857
0.0	288.0	1728	2.2553	46.9445	20.0476
0.0001	289.0	1734	2.2553	46.9445	20.0476
0.0001	290.0	1740	2.2562	46.4768	20.1429
0.0001	291.0	1746	2.2567	48.9183	20.5238
0.0001	292.0	1752	2.2563	48.9183	20.5238
0.0001	293.0	1758	2.2562	48.9183	20.5238
0.0	294.0	1764	2.2566	46.4768	20.2857
0.0	295.0	1770	2.2568	46.4768	20.2857
0.0	296.0	1776	2.2570	46.6807	20.5238
0.0002	297.0	1782	2.2577	46.6807	20.5238
0.0	298.0	1788	2.2586	46.6807	20.5238
0.0	299.0	1794	2.2587	46.6807	20.5238
0.0002	300.0	1800	2.2590	47.1779	20.4286
0.0	301.0	1806	2.2599	46.7979	20.4286
0.0	302.0	1812	2.2607	46.7979	20.4286
0.0	303.0	1818	2.2612	46.7979	20.4286
0.0001	304.0	1824	2.2636	47.4812	20.5238
0.0	305.0	1830	2.2967	46.6592	20.5714
0.0001	306.0	1836	2.3152	45.6495	20.1905
0.0	307.0	1842	2.3223	45.6495	20.1905
0.0041	308.0	1848	2.3132	46.3486	20.1905
0.0001	309.0	1854	2.2839	46.6149	20.5714
0.0001	310.0	1860	2.2739	46.7461	20.9524
0.0001	311.0	1866	2.2741	48.816	21.0
0.0001	312.0	1872	2.2815	48.816	21.0
0.0008	313.0	1878	2.2861	49.7977	20.8095
0.0001	314.0	1884	2.2888	49.7977	20.8095
0.0005	315.0	1890	2.2884	49.7977	20.8095
0.0002	316.0	1896	2.2930	49.5982	20.8571
0.0001	317.0	1902	2.2943	49.5982	20.8571
0.0	318.0	1908	2.2929	49.4561	20.8571
0.0001	319.0	1914	2.2910	49.4561	20.8571
0.0002	320.0	1920	2.2895	49.4561	20.7619
0.0	321.0	1926	2.2867	49.4561	20.7619
0.0002	322.0	1932	2.2848	49.6545	20.7143
0.0001	323.0	1938	2.2833	49.6545	20.7143
0.0001	324.0	1944	2.2808	49.6545	20.8095
0.0002	325.0	1950	2.2789	49.6545	20.8095
0.0	326.0	1956	2.2777	49.6545	20.8095
0.0002	327.0	1962	2.2769	49.6545	20.8095
0.0003	328.0	1968	2.2766	49.6545	20.8095
0.0001	329.0	1974	2.2767	47.3641	20.7143
0.0	330.0	1980	2.2768	47.3641	20.7143
0.0001	331.0	1986	2.2768	47.5556	20.6667
0.0007	332.0	1992	2.2768	47.5556	20.6667
0.0001	333.0	1998	2.2775	47.5556	20.6667
0.0001	334.0	2004	2.2780	47.5556	20.6667
0.0	335.0	2010	2.2779	47.5556	20.6667
0.0001	336.0	2016	2.2775	47.5556	20.6667
0.0001	337.0	2022	2.2774	47.5556	20.6667
0.0002	338.0	2028	2.2773	47.5556	20.6667
0.0001	339.0	2034	2.2774	47.5556	20.6667
0.0	340.0	2040	2.2774	47.5556	20.6667
0.0001	341.0	2046	2.2777	47.5556	20.6667
0.0	342.0	2052	2.2785	47.5556	20.6667
0.0	343.0	2058	2.2789	47.5556	20.6667
0.0	344.0	2064	2.2792	47.5556	20.6667
0.0001	345.0	2070	2.2792	47.5556	20.6667
0.0001	346.0	2076	2.2788	47.5556	20.6667
0.0001	347.0	2082	2.2777	47.5556	20.6667
0.0	348.0	2088	2.2765	47.5556	20.5714
0.0001	349.0	2094	2.2759	47.6855	20.5238
0.0	350.0	2100	2.2759	47.6855	20.5238
0.0	351.0	2106	2.2765	47.6855	20.5238
0.0001	352.0	2112	2.2770	47.7313	20.4286
0.0001	353.0	2118	2.2771	47.7313	20.4286
0.0001	354.0	2124	2.2781	47.7313	20.4286
0.0003	355.0	2130	2.2793	47.7313	20.4286
0.0	356.0	2136	2.2799	47.7313	20.4286
0.0	357.0	2142	2.2795	47.7313	20.5238
0.0	358.0	2148	2.2785	47.7313	20.5238
0.0	359.0	2154	2.2731	47.7313	20.5238
0.0001	360.0	2160	2.2700	49.0445	20.5238
0.0001	361.0	2166	2.2729	47.4186	20.5238
0.0001	362.0	2172	2.2738	47.6535	20.619
0.0003	363.0	2178	2.2749	47.6535	20.619
0.0	364.0	2184	2.2764	49.934	20.7619
0.0	365.0	2190	2.2767	49.934	20.7619
0.0	366.0	2196	2.2777	47.6535	20.619
0.0001	367.0	2202	2.2781	47.6535	20.619
0.0	368.0	2208	2.2782	47.6535	20.619
0.0001	369.0	2214	2.2793	47.6535	20.619
0.0001	370.0	2220	2.2813	47.6535	20.619
0.0	371.0	2226	2.2825	47.6535	20.619
0.0	372.0	2232	2.2829	47.6535	20.619
0.0	373.0	2238	2.2829	47.6535	20.619
0.0	374.0	2244	2.2835	47.6535	20.619
0.0001	375.0	2250	2.2839	47.6535	20.5238
0.0	376.0	2256	2.2813	47.7313	20.4286
0.0	377.0	2262	2.2799	47.7313	20.4286
0.0	378.0	2268	2.2905	49.934	20.6667
0.0003	379.0	2274	2.2987	49.4003	20.8571
0.0	380.0	2280	2.3031	49.4003	20.8571
0.0	381.0	2286	2.2846	49.9567	20.4762
0.0	382.0	2292	2.2619	50.5242	20.4286
0.0001	383.0	2298	2.2513	48.6789	20.1905
0.0001	384.0	2304	2.2479	48.7115	20.1905
0.0	385.0	2310	2.2467	50.4157	20.1905
0.0	386.0	2316	2.2465	50.4157	20.1905
0.0001	387.0	2322	2.2470	50.4157	20.1905
0.0001	388.0	2328	2.2464	48.7115	20.1905
0.0	389.0	2334	2.2461	48.7115	20.1905
0.0	390.0	2340	2.2467	48.6789	20.1905
0.0	391.0	2346	2.2471	48.7431	20.2381
0.0001	392.0	2352	2.2475	48.7431	20.2381
0.0	393.0	2358	2.2481	48.7431	20.2381
0.0	394.0	2364	2.2485	48.7431	20.2381
0.0001	395.0	2370	2.2492	48.7431	20.2381
0.0	396.0	2376	2.2494	48.7431	20.2381
0.0001	397.0	2382	2.2496	48.7431	20.2381
0.0002	398.0	2388	2.2498	48.7018	20.1905
0.0	399.0	2394	2.2499	48.7351	20.1905
0.0	400.0	2400	2.2502	48.7351	20.1905
0.0001	401.0	2406	2.2506	48.7351	20.1905
0.0001	402.0	2412	2.2511	48.7351	20.1905
0.0	403.0	2418	2.2514	48.7351	20.1905
0.0	404.0	2424	2.2518	48.7351	20.0952
0.0003	405.0	2430	2.2524	48.7351	20.0952
0.0001	406.0	2436	2.2537	48.7351	20.0952
0.0	407.0	2442	2.2551	48.7351	20.0952
0.0	408.0	2448	2.2561	48.7018	20.0952
0.0	409.0	2454	2.2570	48.7351	20.0952
0.0001	410.0	2460	2.2578	48.7351	20.0952
0.0002	411.0	2466	2.2585	48.7351	20.0952
0.0001	412.0	2472	2.2593	48.7351	20.0952
0.0	413.0	2478	2.2597	48.7351	20.0952
0.0002	414.0	2484	2.2600	48.7351	20.0952
0.0	415.0	2490	2.2604	48.7351	20.0952
0.0	416.0	2496	2.2609	48.7351	20.0952
0.0002	417.0	2502	2.2613	48.7351	20.0952
0.0004	418.0	2508	2.2620	48.7351	20.0952
0.0001	419.0	2514	2.2630	48.7351	20.0952
0.0001	420.0	2520	2.2636	48.7351	20.0952
0.0	421.0	2526	2.2641	48.7351	20.0952
0.0	422.0	2532	2.2645	48.7351	20.0952
0.0	423.0	2538	2.2648	48.7351	20.0952
0.0	424.0	2544	2.2651	48.7351	20.0952
0.0002	425.0	2550	2.2644	48.7351	20.0952
0.0001	426.0	2556	2.2629	48.7351	20.0952
0.0	427.0	2562	2.2622	48.7351	20.0952
0.0	428.0	2568	2.2613	48.7351	20.0952
0.0	429.0	2574	2.2700	47.7358	20.2381
0.0001	430.0	2580	2.2775	47.4947	20.3333
0.0001	431.0	2586	2.2809	49.9567	20.4762
0.0001	432.0	2592	2.2739	47.4947	20.3333
0.0	433.0	2598	2.2711	47.4728	20.381
0.0002	434.0	2604	2.2701	47.4728	20.381
0.0	435.0	2610	2.2703	47.4728	20.381
0.0001	436.0	2616	2.2705	49.9328	20.5238
0.0	437.0	2622	2.2710	49.8173	20.381
0.0001	438.0	2628	2.2712	49.8173	20.381
0.0	439.0	2634	2.2712	49.8173	20.381
0.0	440.0	2640	2.2713	49.8173	20.381
0.0	441.0	2646	2.2717	47.7358	20.2381
0.0	442.0	2652	2.2721	47.7358	20.2381
0.0001	443.0	2658	2.2724	47.7358	20.2381
0.0	444.0	2664	2.2727	47.7358	20.2381
0.0001	445.0	2670	2.2730	47.7358	20.2381
0.0001	446.0	2676	2.2732	47.7358	20.2381
0.0	447.0	2682	2.2734	47.7358	20.2381
0.0002	448.0	2688	2.2735	47.7358	20.2381
0.0	449.0	2694	2.2736	47.7358	20.2381
0.0	450.0	2700	2.2739	47.7358	20.2381
0.0	451.0	2706	2.2741	47.7358	20.2381
0.0	452.0	2712	2.2743	47.7358	20.2381
0.0	453.0	2718	2.2747	47.7358	20.2381
0.0001	454.0	2724	2.2747	47.7358	20.2381
0.0002	455.0	2730	2.2745	47.7358	20.2381
0.0	456.0	2736	2.2744	47.7358	20.2381
0.0	457.0	2742	2.2744	47.7358	20.2381
0.0	458.0	2748	2.2744	47.7358	20.2381
0.0	459.0	2754	2.2745	47.7358	20.2381
0.0	460.0	2760	2.2746	47.7358	20.2381
0.0003	461.0	2766	2.2748	47.7358	20.2381
0.0	462.0	2772	2.2750	47.7358	20.2381
0.0001	463.0	2778	2.2751	47.7358	20.2381
0.0001	464.0	2784	2.2752	47.7358	20.2381
0.0	465.0	2790	2.2754	47.7358	20.2381
0.0	466.0	2796	2.2755	47.7358	20.2381
0.0	467.0	2802	2.2755	47.7358	20.2381
0.0	468.0	2808	2.2756	47.7358	20.2381
0.0	469.0	2814	2.2758	47.7358	20.2381
0.0	470.0	2820	2.2758	47.7358	20.2381
0.0	471.0	2826	2.2758	47.7358	20.2381
0.0001	472.0	2832	2.2757	47.4947	20.3333
0.0001	473.0	2838	2.2757	47.4947	20.3333
0.0001	474.0	2844	2.2757	47.4947	20.3333
0.0	475.0	2850	2.2758	47.4947	20.3333
0.0001	476.0	2856	2.2758	47.4947	20.3333
0.0	477.0	2862	2.2759	47.4947	20.3333
0.0	478.0	2868	2.2760	47.4947	20.3333
0.0001	479.0	2874	2.2761	47.4947	20.3333
0.0001	480.0	2880	2.2762	47.4947	20.3333
0.0002	481.0	2886	2.2766	47.4947	20.3333
0.0002	482.0	2892	2.2768	47.4947	20.3333
0.0003	483.0	2898	2.2770	47.4947	20.3333
0.0	484.0	2904	2.2772	47.4947	20.3333
0.0	485.0	2910	2.2773	47.4947	20.3333
0.0	486.0	2916	2.2776	47.4947	20.3333
0.0001	487.0	2922	2.2777	47.4947	20.3333
0.0	488.0	2928	2.2779	47.4947	20.3333
0.0	489.0	2934	2.2779	47.4947	20.3333
0.0	490.0	2940	2.2780	47.4947	20.3333
0.0	491.0	2946	2.2781	47.4947	20.3333
0.0	492.0	2952	2.2781	47.4947	20.3333
0.0	493.0	2958	2.2781	47.4947	20.3333
0.0	494.0	2964	2.2781	47.4947	20.3333
0.0	495.0	2970	2.2781	47.4947	20.3333
0.0001	496.0	2976	2.2781	47.4947	20.3333
0.0	497.0	2982	2.2781	47.4947	20.3333
0.0004	498.0	2988	2.2781	47.4947	20.3333
0.0001	499.0	2994	2.2781	47.4947	20.3333
0.0001	500.0	3000	2.2781	47.4947	20.3333

Framework versions

• Transformers 4.38.2
• Pytorch 2.1.0+cu121
• Datasets 2.18.0
• Tokenizers 0.15.2