t5-small-replycomments-finetuned-xsum

This model is a fine-tuned version of t5-small on an unknown dataset. It achieves the following results on the evaluation set:

• Loss: 0.8890
• Rouge1: 12.9383
• Rouge2: 6.7748
• Rougel: 11.9545
• Rougelsum: 12.8783
• Gen Len: 19.0

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	Rouge1	Rouge2	Rougel	Rougelsum	Gen Len
No log	1.0	7	7.4321	4.7237	1.8349	4.6462	4.3875	14.6667
No log	2.0	14	4.7936	5.4452	1.8349	5.3391	5.1195	16.5556
No log	3.0	21	4.1632	4.2177	0.0	4.1508	3.9608	18.2222
No log	4.0	28	3.9543	6.3049	0.0	6.1512	5.8797	18.2222
No log	5.0	35	3.7932	6.9935	0.0	6.8145	6.5932	18.2222
No log	6.0	42	3.6629	6.5882	0.4193	5.6491	6.1259	18.0
No log	7.0	49	3.5649	4.7402	0.4233	4.3234	4.5795	18.0
No log	8.0	56	3.4865	5.775	0.4233	5.3033	5.5594	18.0
No log	9.0	63	3.4203	6.9002	0.9524	6.47	6.6779	18.0
No log	10.0	70	3.3194	6.9393	0.9484	6.2207	6.2332	18.7778
No log	11.0	77	3.2558	7.3827	0.9484	6.6522	6.6736	18.7778
No log	12.0	84	3.2015	7.8185	0.9484	6.9201	7.1348	18.7778
No log	13.0	91	3.1511	8.1565	0.4193	7.2544	7.4978	18.7778
No log	14.0	98	3.1037	8.3796	0.4193	7.2358	7.7151	18.7778
No log	15.0	105	3.0534	7.919	0.4193	6.5531	6.9982	18.7778
No log	16.0	112	3.0072	7.7049	0.4193	6.5592	6.5479	18.7778
No log	17.0	119	2.9635	8.1678	0.4193	7.0538	6.8138	18.7778
No log	18.0	126	2.9247	8.2075	0.4193	7.0793	7.0665	19.0
No log	19.0	133	2.8874	8.4025	0.4193	7.2685	7.0484	19.0
No log	20.0	140	2.8520	8.2075	0.4193	7.2812	7.0665	19.0
No log	21.0	147	2.8186	7.5225	0.4193	6.8424	7.0635	19.0
No log	22.0	154	2.7831	7.5225	0.4193	6.8424	7.0635	19.0
No log	23.0	161	2.7453	7.7833	0.4193	7.0939	7.3365	19.0
No log	24.0	168	2.7070	7.7823	0.6597	6.6932	7.3535	19.0
No log	25.0	175	2.6713	8.9048	1.0671	7.1716	8.0078	19.0
No log	26.0	182	2.6404	8.6828	1.0465	7.1779	7.7645	19.0
No log	27.0	189	2.6091	7.9555	1.0465	6.6706	7.2834	19.0
No log	28.0	196	2.5782	7.701	1.0465	6.4242	7.0418	19.0
No log	29.0	203	2.5492	8.0502	0.639	7.1378	7.3572	19.0
No log	30.0	210	2.5222	8.4648	0.8681	7.114	7.5501	19.0
No log	31.0	217	2.5002	8.2365	0.8658	7.337	7.5443	19.0
No log	32.0	224	2.4714	8.2518	1.102	7.1158	7.8184	19.0
No log	33.0	231	2.4445	8.2347	0.8681	7.1088	7.7795	19.0
No log	34.0	238	2.4227	7.5757	0.8681	6.4385	7.1123	19.0
No log	35.0	245	2.4025	7.5757	0.8681	6.4385	7.1123	19.0
No log	36.0	252	2.3822	7.7847	0.8681	6.6475	7.3005	19.0
No log	37.0	259	2.3592	7.7847	0.8681	6.6475	7.3005	19.0
No log	38.0	266	2.3386	8.2189	0.8658	7.1024	7.7293	19.0
No log	39.0	273	2.3163	8.2037	0.8618	7.3339	7.4763	19.0
No log	40.0	280	2.2945	8.2206	0.8618	6.906	7.4896	19.0
No log	41.0	287	2.2740	8.2206	0.8618	6.6279	7.7583	19.0
No log	42.0	294	2.2533	7.7495	0.8618	6.3879	7.5282	19.0
No log	43.0	301	2.2356	7.7495	0.8618	6.3879	7.5282	19.0
No log	44.0	308	2.2172	7.7495	0.8618	6.3879	7.5282	19.0
No log	45.0	315	2.1990	7.7495	0.8618	6.3879	7.5282	19.0
No log	46.0	322	2.1796	7.1722	0.646	6.052	7.1559	19.0
No log	47.0	329	2.1626	8.0551	0.88	6.7073	7.6234	19.0
No log	48.0	336	2.1441	8.6616	1.0978	6.9	7.5766	19.0
No log	49.0	343	2.1257	9.0646	1.0978	7.3707	8.013	19.0
No log	50.0	350	2.1097	9.0646	1.0978	7.3707	7.8106	19.0
No log	51.0	357	2.0934	8.4289	0.8639	6.8775	7.0972	19.0
No log	52.0	364	2.0790	8.6477	0.8639	7.1047	6.8551	19.0
No log	53.0	371	2.0623	8.6734	1.0644	7.284	7.0708	19.0
No log	54.0	378	2.0451	8.9206	1.2823	7.5218	7.3052	19.0
No log	55.0	385	2.0288	9.2888	1.0644	7.9389	8.1669	19.0
No log	56.0	392	2.0128	9.2888	1.0644	7.6875	7.6884	19.0
No log	57.0	399	1.9979	8.8755	0.6372	7.2918	7.2646	19.0
No log	58.0	406	1.9843	9.2962	1.0644	7.9467	8.1768	19.0
No log	59.0	413	1.9724	9.335	1.5002	7.9436	8.4227	19.0
No log	60.0	420	1.9598	8.6019	1.105	7.2861	7.6926	19.0
No log	61.0	427	1.9470	8.6019	1.105	7.2861	7.6926	19.0
No log	62.0	434	1.9330	8.8611	1.11	7.2941	7.9415	19.0
No log	63.0	441	1.9192	9.3828	1.105	7.5452	8.4708	19.0
No log	64.0	448	1.9059	9.1484	1.3229	7.3015	8.6716	19.0
No log	65.0	455	1.8930	9.1585	1.3278	7.3131	8.6797	19.0
No log	66.0	462	1.8806	8.9701	1.11	7.3297	8.4947	19.0
No log	67.0	469	1.8687	8.9701	1.11	7.3297	8.4947	19.0
No log	68.0	476	1.8572	9.3887	1.3229	7.5569	8.686	19.0
No log	69.0	483	1.8463	8.7782	1.3144	7.5917	8.5071	19.0
No log	70.0	490	1.8352	8.5399	1.3144	7.3886	8.2702	19.0
No log	71.0	497	1.8248	9.544	1.5002	8.2318	8.639	19.0
3.0541	72.0	504	1.8147	8.8897	1.109	7.5889	8.0304	19.0
3.0541	73.0	511	1.8037	9.3341	1.114	8.0293	8.6714	19.0
3.0541	74.0	518	1.7927	9.7593	1.109	8.4294	9.082	19.0
3.0541	75.0	525	1.7830	9.7593	1.109	8.4294	9.082	19.0
3.0541	76.0	532	1.7728	9.7593	1.109	8.4294	9.082	19.0
3.0541	77.0	539	1.7625	9.5509	1.109	8.2305	8.8946	19.0
3.0541	78.0	546	1.7518	9.9778	1.4877	8.6656	8.88	19.0
3.0541	79.0	553	1.7410	9.9778	1.4877	8.6656	8.88	19.0
3.0541	80.0	560	1.7308	10.3896	1.8713	8.8642	8.8691	19.0
3.0541	81.0	567	1.7203	10.331	2.0106	8.9196	9.1751	19.0
3.0541	82.0	574	1.7113	9.959	2.5419	8.9281	9.1819	19.0
3.0541	83.0	581	1.7017	9.5325	2.3497	8.5148	8.7292	19.0
3.0541	84.0	588	1.6914	9.6818	2.3497	8.5093	8.9422	19.0
3.0541	85.0	595	1.6808	10.3541	3.0549	9.4079	9.624	19.0
3.0541	86.0	602	1.6704	10.3541	3.0549	9.4079	9.624	19.0
3.0541	87.0	609	1.6621	10.3541	3.0549	9.4079	9.624	19.0
3.0541	88.0	616	1.6523	10.5903	3.2958	9.6497	9.8467	19.0
3.0541	89.0	623	1.6438	10.3287	3.5548	9.6153	9.9002	19.0
3.0541	90.0	630	1.6364	10.9953	4.2184	10.3085	10.5562	19.0
3.0541	91.0	637	1.6274	10.9779	4.4239	10.08	10.5444	19.0
3.0541	92.0	644	1.6197	11.4086	4.8863	10.9286	11.0196	19.0
3.0541	93.0	651	1.6117	11.7602	5.2072	11.1986	11.3059	19.0
3.0541	94.0	658	1.6044	12.2064	5.2039	11.4112	11.7848	19.0
3.0541	95.0	665	1.5965	12.2064	5.2039	11.4112	11.7848	19.0
3.0541	96.0	672	1.5895	12.6603	6.3807	11.9017	12.5943	19.0
3.0541	97.0	679	1.5824	12.6603	6.3807	11.9017	12.5943	19.0
3.0541	98.0	686	1.5751	12.6603	6.3807	11.9017	12.5943	19.0
3.0541	99.0	693	1.5714	12.192	5.6506	11.206	12.1245	19.0
3.0541	100.0	700	1.5629	11.9719	5.8825	11.2192	11.9113	19.0
3.0541	101.0	707	1.5557	11.9719	5.8825	11.2192	11.9113	19.0
3.0541	102.0	714	1.5490	11.9719	5.8825	11.2192	11.9113	19.0
3.0541	103.0	721	1.5421	11.9719	5.8825	11.2192	11.9113	19.0
3.0541	104.0	728	1.5340	11.9719	5.8825	11.2192	11.9113	19.0
3.0541	105.0	735	1.5276	11.9719	5.8825	11.2192	11.9113	19.0
3.0541	106.0	742	1.5216	11.9719	5.8825	11.2192	11.9113	19.0
3.0541	107.0	749	1.5156	11.9719	5.8825	11.2192	11.9113	19.0
3.0541	108.0	756	1.5097	11.6938	5.4081	10.7222	11.464	19.0
3.0541	109.0	763	1.5042	11.6938	5.4081	10.7222	11.464	19.0
3.0541	110.0	770	1.5002	11.6938	5.4081	10.7222	11.464	19.0
3.0541	111.0	777	1.4945	11.6938	5.4081	10.7222	11.464	19.0
3.0541	112.0	784	1.4890	11.6938	5.4081	10.7222	11.464	19.0
3.0541	113.0	791	1.4817	11.6938	5.4081	10.7222	11.464	19.0
3.0541	114.0	798	1.4755	12.1058	5.8221	10.716	11.8546	19.0
3.0541	115.0	805	1.4693	12.1058	5.8221	10.716	11.8546	19.0
3.0541	116.0	812	1.4650	12.1058	5.8221	10.716	11.8546	19.0
3.0541	117.0	819	1.4595	12.1058	5.8221	10.716	11.8546	19.0
3.0541	118.0	826	1.4536	12.1058	5.8221	10.716	11.8546	19.0
3.0541	119.0	833	1.4462	12.1058	5.8221	10.716	11.8546	19.0
3.0541	120.0	840	1.4404	12.1058	5.8221	10.716	11.8546	19.0
3.0541	121.0	847	1.4353	12.1058	5.8221	10.716	11.8546	19.0
3.0541	122.0	854	1.4312	12.1058	5.8221	10.716	11.8546	19.0
3.0541	123.0	861	1.4263	12.1058	5.8221	10.716	11.8546	19.0
3.0541	124.0	868	1.4209	12.1058	5.8221	10.716	11.8546	19.0
3.0541	125.0	875	1.4159	12.1058	5.8221	10.716	11.8546	19.0
3.0541	126.0	882	1.4119	12.1058	5.8221	10.716	11.8546	19.0
3.0541	127.0	889	1.4082	12.1058	5.8221	10.716	11.8546	19.0
3.0541	128.0	896	1.4037	12.1058	5.8221	10.716	11.8546	19.0
3.0541	129.0	903	1.3991	12.1058	5.8221	10.716	11.8546	19.0
3.0541	130.0	910	1.3944	12.1058	5.8221	10.716	11.8546	19.0
3.0541	131.0	917	1.3887	12.1058	5.8221	10.716	11.8546	19.0
3.0541	132.0	924	1.3854	12.1058	5.8221	10.716	11.8546	19.0
3.0541	133.0	931	1.3817	12.1058	5.8221	10.716	11.8546	19.0
3.0541	134.0	938	1.3765	12.1058	5.8221	10.716	11.8546	19.0
3.0541	135.0	945	1.3721	12.1058	5.8221	10.716	11.8546	19.0
3.0541	136.0	952	1.3683	12.1058	5.8221	10.716	11.8546	19.0
3.0541	137.0	959	1.3642	12.1058	5.8221	10.716	11.8546	19.0
3.0541	138.0	966	1.3602	12.1058	5.8221	10.716	11.8546	19.0
3.0541	139.0	973	1.3560	12.1058	5.8221	10.716	11.8546	19.0
3.0541	140.0	980	1.3515	12.1058	5.8221	10.716	11.8546	19.0
3.0541	141.0	987	1.3476	12.1058	5.8221	10.716	11.8546	19.0
3.0541	142.0	994	1.3440	12.1058	5.8221	10.716	11.8546	19.0
1.9526	143.0	1001	1.3407	12.1058	5.8221	10.716	11.8546	19.0
1.9526	144.0	1008	1.3367	12.1058	5.8221	10.716	11.8546	19.0
1.9526	145.0	1015	1.3320	12.1058	5.8221	10.716	11.8546	19.0
1.9526	146.0	1022	1.3280	12.1058	5.8221	10.716	11.8546	19.0
1.9526	147.0	1029	1.3233	12.1058	5.8221	10.716	11.8546	19.0
1.9526	148.0	1036	1.3185	12.1058	5.8221	10.716	11.8546	19.0
1.9526	149.0	1043	1.3141	12.1058	5.8221	10.716	11.8546	19.0
1.9526	150.0	1050	1.3106	12.1058	5.8221	10.716	11.8546	19.0
1.9526	151.0	1057	1.3069	12.1058	5.8221	10.716	11.8546	19.0
1.9526	152.0	1064	1.3034	12.1058	5.8221	10.716	11.8546	19.0
1.9526	153.0	1071	1.3016	12.1058	5.8221	10.716	11.8546	19.0
1.9526	154.0	1078	1.2990	12.1058	5.8221	10.716	11.8546	19.0
1.9526	155.0	1085	1.2946	12.3741	5.8332	11.0241	12.1209	19.0
1.9526	156.0	1092	1.2904	12.3741	5.8332	11.0241	12.1209	19.0
1.9526	157.0	1099	1.2873	12.3741	5.8332	11.0241	12.1209	19.0
1.9526	158.0	1106	1.2832	12.6489	6.319	11.5046	12.6185	19.0
1.9526	159.0	1113	1.2803	12.6489	6.319	11.5046	12.6185	19.0
1.9526	160.0	1120	1.2767	12.6489	6.319	11.5046	12.6185	19.0
1.9526	161.0	1127	1.2727	12.6489	6.319	11.5046	12.6185	19.0
1.9526	162.0	1134	1.2695	12.6489	6.319	11.5046	12.6185	19.0
1.9526	163.0	1141	1.2678	12.3741	5.8332	11.0241	12.1209	19.0
1.9526	164.0	1148	1.2656	12.3741	5.8332	11.0241	12.1209	19.0
1.9526	165.0	1155	1.2635	12.3741	5.8332	11.0241	12.1209	19.0
1.9526	166.0	1162	1.2604	12.3741	5.8332	11.0241	12.1209	19.0
1.9526	167.0	1169	1.2568	12.3741	5.8332	11.0241	12.1209	19.0
1.9526	168.0	1176	1.2537	12.3741	5.8332	11.0241	12.1209	19.0
1.9526	169.0	1183	1.2506	12.3741	5.8332	11.0241	12.1209	19.0
1.9526	170.0	1190	1.2464	12.3741	5.8332	11.0241	12.1209	19.0
1.9526	171.0	1197	1.2437	12.3741	5.8332	11.0241	12.1209	19.0
1.9526	172.0	1204	1.2417	12.3741	5.8332	11.0241	12.1209	19.0
1.9526	173.0	1211	1.2387	12.3741	5.8332	11.0241	12.1209	19.0
1.9526	174.0	1218	1.2351	12.3741	5.8332	11.0241	12.1209	19.0
1.9526	175.0	1225	1.2306	12.3741	5.8332	11.0241	12.1209	19.0
1.9526	176.0	1232	1.2271	12.3741	5.8332	11.0241	12.1209	19.0
1.9526	177.0	1239	1.2251	12.3741	5.8332	11.0241	12.1209	19.0
1.9526	178.0	1246	1.2223	12.6489	6.319	11.5046	12.6185	19.0
1.9526	179.0	1253	1.2191	12.6489	6.319	11.5046	12.6185	19.0
1.9526	180.0	1260	1.2157	12.6489	6.319	11.5046	12.6185	19.0
1.9526	181.0	1267	1.2130	12.459	6.3155	11.2822	12.4396	19.0
1.9526	182.0	1274	1.2110	12.459	6.3155	11.2822	12.4396	19.0
1.9526	183.0	1281	1.2083	12.459	6.3155	11.2822	12.4396	19.0
1.9526	184.0	1288	1.2053	12.459	6.3155	11.2822	12.4396	19.0
1.9526	185.0	1295	1.2023	12.1789	5.8294	10.7984	11.9324	19.0
1.9526	186.0	1302	1.1998	12.1789	5.8294	10.7984	11.9324	19.0
1.9526	187.0	1309	1.1979	12.1789	5.8294	10.7984	11.9324	19.0
1.9526	188.0	1316	1.1941	12.1789	5.8294	10.7984	11.9324	19.0
1.9526	189.0	1323	1.1910	12.1789	5.8294	10.7984	11.9324	19.0
1.9526	190.0	1330	1.1895	12.1789	5.8294	10.7984	11.9324	19.0
1.9526	191.0	1337	1.1866	12.1789	5.8294	10.7984	11.9324	19.0
1.9526	192.0	1344	1.1830	12.1789	5.8294	10.7984	11.9324	19.0
1.9526	193.0	1351	1.1805	12.1789	5.8294	10.7984	11.9324	19.0
1.9526	194.0	1358	1.1790	12.1789	5.8294	10.7984	11.9324	19.0
1.9526	195.0	1365	1.1761	12.1789	5.8294	10.7984	11.9324	19.0
1.9526	196.0	1372	1.1742	12.1789	5.8294	10.7984	11.9324	19.0
1.9526	197.0	1379	1.1719	12.1789	5.8294	10.7984	11.9324	19.0
1.9526	198.0	1386	1.1690	12.1789	5.8294	10.7984	11.9324	19.0
1.9526	199.0	1393	1.1657	12.459	6.3155	11.2822	12.4396	19.0
1.9526	200.0	1400	1.1643	12.459	6.3155	11.2822	12.4396	19.0
1.9526	201.0	1407	1.1623	12.459	6.3155	11.2822	12.4396	19.0
1.9526	202.0	1414	1.1588	12.7076	6.549	11.7284	12.6527	19.0
1.9526	203.0	1421	1.1564	12.7076	6.549	11.7284	12.6527	19.0
1.9526	204.0	1428	1.1548	12.7076	6.549	11.7284	12.6527	19.0
1.9526	205.0	1435	1.1535	12.459	6.3155	11.2822	12.4396	19.0
1.9526	206.0	1442	1.1509	12.7076	6.549	11.7284	12.6527	19.0
1.9526	207.0	1449	1.1475	12.7076	6.549	11.7284	12.6527	19.0
1.9526	208.0	1456	1.1452	12.7076	6.549	11.7284	12.6527	19.0
1.9526	209.0	1463	1.1430	12.7076	6.549	11.7284	12.6527	19.0
1.9526	210.0	1470	1.1418	12.7076	6.549	11.7284	12.6527	19.0
1.9526	211.0	1477	1.1391	12.7076	6.549	11.7284	12.6527	19.0
1.9526	212.0	1484	1.1368	12.7076	6.549	11.7284	12.6527	19.0
1.9526	213.0	1491	1.1355	12.7076	6.549	11.7284	12.6527	19.0
1.9526	214.0	1498	1.1338	12.7076	6.549	11.7284	12.6527	19.0
1.6203	215.0	1505	1.1315	12.7076	6.549	11.7284	12.6527	19.0
1.6203	216.0	1512	1.1299	12.7076	6.549	11.7284	12.6527	19.0
1.6203	217.0	1519	1.1281	12.7076	6.549	11.7284	12.6527	19.0
1.6203	218.0	1526	1.1258	12.7076	6.549	11.7284	12.6527	19.0
1.6203	219.0	1533	1.1226	12.459	6.3155	11.2822	12.4396	19.0
1.6203	220.0	1540	1.1204	12.459	6.3155	11.2822	12.4396	19.0
1.6203	221.0	1547	1.1185	12.459	6.3155	11.2822	12.4396	19.0
1.6203	222.0	1554	1.1166	12.459	6.3155	11.2822	12.4396	19.0
1.6203	223.0	1561	1.1160	12.459	6.3155	11.2822	12.4396	19.0
1.6203	224.0	1568	1.1144	12.459	6.3155	11.2822	12.4396	19.0
1.6203	225.0	1575	1.1114	12.459	6.3155	11.2822	12.4396	19.0
1.6203	226.0	1582	1.1080	12.7076	6.549	11.7284	12.6527	19.0
1.6203	227.0	1589	1.1061	12.7076	6.549	11.7284	12.6527	19.0
1.6203	228.0	1596	1.1037	12.7076	6.549	11.7284	12.6527	19.0
1.6203	229.0	1603	1.1010	12.7076	6.549	11.7284	12.6527	19.0
1.6203	230.0	1610	1.0988	12.7076	6.549	11.7284	12.6527	19.0
1.6203	231.0	1617	1.0964	12.7076	6.549	11.7284	12.6527	19.0
1.6203	232.0	1624	1.0950	12.7076	6.549	11.7284	12.6527	19.0
1.6203	233.0	1631	1.0932	12.7076	6.549	11.7284	12.6527	19.0
1.6203	234.0	1638	1.0920	12.7076	6.549	11.7284	12.6527	19.0
1.6203	235.0	1645	1.0910	12.7076	6.549	11.7284	12.6527	19.0
1.6203	236.0	1652	1.0902	12.7076	6.549	11.7284	12.6527	19.0
1.6203	237.0	1659	1.0872	12.7076	6.549	11.7284	12.6527	19.0
1.6203	238.0	1666	1.0842	12.7076	6.549	11.7284	12.6527	19.0
1.6203	239.0	1673	1.0829	12.7076	6.549	11.7284	12.6527	19.0
1.6203	240.0	1680	1.0814	12.7076	6.549	11.7284	12.6527	19.0
1.6203	241.0	1687	1.0805	12.7076	6.549	11.7284	12.6527	19.0
1.6203	242.0	1694	1.0782	12.7076	6.549	11.7284	12.6527	19.0
1.6203	243.0	1701	1.0763	12.7076	6.549	11.7284	12.6527	19.0
1.6203	244.0	1708	1.0750	12.7076	6.549	11.7284	12.6527	19.0
1.6203	245.0	1715	1.0742	12.7076	6.549	11.7284	12.6527	19.0
1.6203	246.0	1722	1.0725	12.7076	6.549	11.7284	12.6527	19.0
1.6203	247.0	1729	1.0705	12.7076	6.549	11.7284	12.6527	19.0
1.6203	248.0	1736	1.0683	12.7076	6.549	11.7284	12.6527	19.0
1.6203	249.0	1743	1.0662	12.7076	6.549	11.7284	12.6527	19.0
1.6203	250.0	1750	1.0642	12.7076	6.549	11.7284	12.6527	19.0
1.6203	251.0	1757	1.0624	12.7076	6.549	11.7284	12.6527	19.0
1.6203	252.0	1764	1.0615	12.7076	6.549	11.7284	12.6527	19.0
1.6203	253.0	1771	1.0610	12.7076	6.549	11.7284	12.6527	19.0
1.6203	254.0	1778	1.0595	12.7076	6.549	11.7284	12.6527	19.0
1.6203	255.0	1785	1.0569	12.7076	6.549	11.7284	12.6527	19.0
1.6203	256.0	1792	1.0551	12.7076	6.549	11.7284	12.6527	19.0
1.6203	257.0	1799	1.0543	12.7076	6.549	11.7284	12.6527	19.0
1.6203	258.0	1806	1.0520	12.7076	6.549	11.7284	12.6527	19.0
1.6203	259.0	1813	1.0490	12.7076	6.549	11.7284	12.6527	19.0
1.6203	260.0	1820	1.0473	12.7076	6.549	11.7284	12.6527	19.0
1.6203	261.0	1827	1.0464	12.7076	6.549	11.7284	12.6527	19.0
1.6203	262.0	1834	1.0455	12.7076	6.549	11.7284	12.6527	19.0
1.6203	263.0	1841	1.0447	12.7076	6.549	11.7284	12.6527	19.0
1.6203	264.0	1848	1.0422	12.7076	6.549	11.7284	12.6527	19.0
1.6203	265.0	1855	1.0406	12.7076	6.549	11.7284	12.6527	19.0
1.6203	266.0	1862	1.0390	12.7076	6.549	11.7284	12.6527	19.0
1.6203	267.0	1869	1.0379	12.7076	6.549	11.7284	12.6527	19.0
1.6203	268.0	1876	1.0361	12.7076	6.549	11.7284	12.6527	19.0
1.6203	269.0	1883	1.0350	12.7076	6.549	11.7284	12.6527	19.0
1.6203	270.0	1890	1.0346	12.7076	6.549	11.7284	12.6527	19.0
1.6203	271.0	1897	1.0335	12.7076	6.549	11.7284	12.6527	19.0
1.6203	272.0	1904	1.0327	12.7076	6.549	11.7284	12.6527	19.0
1.6203	273.0	1911	1.0305	12.7076	6.549	11.7284	12.6527	19.0
1.6203	274.0	1918	1.0284	12.7076	6.549	11.7284	12.6527	19.0
1.6203	275.0	1925	1.0257	12.7076	6.549	11.7284	12.6527	19.0
1.6203	276.0	1932	1.0243	12.7076	6.549	11.7284	12.6527	19.0
1.6203	277.0	1939	1.0232	12.7076	6.549	11.7284	12.6527	19.0
1.6203	278.0	1946	1.0220	12.7076	6.549	11.7284	12.6527	19.0
1.6203	279.0	1953	1.0210	12.7076	6.549	11.7284	12.6527	19.0
1.6203	280.0	1960	1.0207	12.7076	6.549	11.7284	12.6527	19.0
1.6203	281.0	1967	1.0195	12.7076	6.549	11.7284	12.6527	19.0
1.6203	282.0	1974	1.0179	12.7076	6.549	11.7284	12.6527	19.0
1.6203	283.0	1981	1.0160	12.7076	6.549	11.7284	12.6527	19.0
1.6203	284.0	1988	1.0148	12.7076	6.549	11.7284	12.6527	19.0
1.6203	285.0	1995	1.0139	12.7076	6.549	11.7284	12.6527	19.0
1.4535	286.0	2002	1.0132	12.7076	6.549	11.7284	12.6527	19.0
1.4535	287.0	2009	1.0121	12.7076	6.549	11.7284	12.6527	19.0
1.4535	288.0	2016	1.0103	12.7076	6.549	11.7284	12.6527	19.0
1.4535	289.0	2023	1.0082	12.7076	6.549	11.7284	12.6527	19.0
1.4535	290.0	2030	1.0063	12.7076	6.549	11.7284	12.6527	19.0
1.4535	291.0	2037	1.0049	12.7076	6.549	11.7284	12.6527	19.0
1.4535	292.0	2044	1.0040	12.7076	6.549	11.7284	12.6527	19.0
1.4535	293.0	2051	1.0028	12.7076	6.549	11.7284	12.6527	19.0
1.4535	294.0	2058	1.0018	12.7076	6.549	11.7284	12.6527	19.0
1.4535	295.0	2065	1.0004	12.7076	6.549	11.7284	12.6527	19.0
1.4535	296.0	2072	0.9993	12.7076	6.549	11.7284	12.6527	19.0
1.4535	297.0	2079	0.9979	12.9383	6.7748	11.9545	12.8783	19.0
1.4535	298.0	2086	0.9969	12.9383	6.7748	11.9545	12.8783	19.0
1.4535	299.0	2093	0.9962	12.9383	6.7748	11.9545	12.8783	19.0
1.4535	300.0	2100	0.9954	12.9383	6.7748	11.9545	12.8783	19.0
1.4535	301.0	2107	0.9946	12.9383	6.7748	11.9545	12.8783	19.0
1.4535	302.0	2114	0.9934	12.9383	6.7748	11.9545	12.8783	19.0
1.4535	303.0	2121	0.9926	12.9383	6.7748	11.9545	12.8783	19.0
1.4535	304.0	2128	0.9922	12.9383	6.7748	11.9545	12.8783	19.0
1.4535	305.0	2135	0.9910	12.9383	6.7748	11.9545	12.8783	19.0
1.4535	306.0	2142	0.9898	12.9383	6.7748	11.9545	12.8783	19.0
1.4535	307.0	2149	0.9885	12.9383	6.7748	11.9545	12.8783	19.0
1.4535	308.0	2156	0.9870	12.9383	6.7748	11.9545	12.8783	19.0
1.4535	309.0	2163	0.9858	12.9383	6.7748	11.9545	12.8783	19.0
1.4535	310.0	2170	0.9847	12.9383	6.7748	11.9545	12.8783	19.0
1.4535	311.0	2177	0.9837	12.9383	6.7748	11.9545	12.8783	19.0
1.4535	312.0	2184	0.9811	12.9383	6.7748	11.9545	12.8783	19.0
1.4535	313.0	2191	0.9795	12.9383	6.7748	11.9545	12.8783	19.0
1.4535	314.0	2198	0.9784	12.9383	6.7748	11.9545	12.8783	19.0
1.4535	315.0	2205	0.9775	12.9383	6.7748	11.9545	12.8783	19.0
1.4535	316.0	2212	0.9769	12.9383	6.7748	11.9545	12.8783	19.0
1.4535	317.0	2219	0.9761	12.9383	6.7748	11.9545	12.8783	19.0
1.4535	318.0	2226	0.9748	12.9383	6.7748	11.9545	12.8783	19.0
1.4535	319.0	2233	0.9741	12.9383	6.7748	11.9545	12.8783	19.0
1.4535	320.0	2240	0.9731	12.9383	6.7748	11.9545	12.8783	19.0
1.4535	321.0	2247	0.9719	12.9383	6.7748	11.9545	12.8783	19.0
1.4535	322.0	2254	0.9706	12.9383	6.7748	11.9545	12.8783	19.0
1.4535	323.0	2261	0.9699	12.9383	6.7748	11.9545	12.8783	19.0
1.4535	324.0	2268	0.9690	12.9383	6.7748	11.9545	12.8783	19.0
1.4535	325.0	2275	0.9682	12.9383	6.7748	11.9545	12.8783	19.0
1.4535	326.0	2282	0.9668	12.9383	6.7748	11.9545	12.8783	19.0
1.4535	327.0	2289	0.9657	12.9383	6.7748	11.9545	12.8783	19.0
1.4535	328.0	2296	0.9648	12.9383	6.7748	11.9545	12.8783	19.0
1.4535	329.0	2303	0.9643	12.9383	6.7748	11.9545	12.8783	19.0
1.4535	330.0	2310	0.9633	12.9383	6.7748	11.9545	12.8783	19.0
1.4535	331.0	2317	0.9617	12.9383	6.7748	11.9545	12.8783	19.0
1.4535	332.0	2324	0.9612	12.9383	6.7748	11.9545	12.8783	19.0
1.4535	333.0	2331	0.9603	12.9383	6.7748	11.9545	12.8783	19.0
1.4535	334.0	2338	0.9592	12.9383	6.7748	11.9545	12.8783	19.0
1.4535	335.0	2345	0.9588	12.9383	6.7748	11.9545	12.8783	19.0
1.4535	336.0	2352	0.9579	12.9383	6.7748	11.9545	12.8783	19.0
1.4535	337.0	2359	0.9572	12.9383	6.7748	11.9545	12.8783	19.0
1.4535	338.0	2366	0.9565	12.9383	6.7748	11.9545	12.8783	19.0
1.4535	339.0	2373	0.9559	12.9383	6.7748	11.9545	12.8783	19.0
1.4535	340.0	2380	0.9556	12.9383	6.7748	11.9545	12.8783	19.0
1.4535	341.0	2387	0.9546	12.9383	6.7748	11.9545	12.8783	19.0
1.4535	342.0	2394	0.9534	12.9383	6.7748	11.9545	12.8783	19.0
1.4535	343.0	2401	0.9525	12.9383	6.7748	11.9545	12.8783	19.0
1.4535	344.0	2408	0.9520	12.9383	6.7748	11.9545	12.8783	19.0
1.4535	345.0	2415	0.9515	12.9383	6.7748	11.9545	12.8783	19.0
1.4535	346.0	2422	0.9508	12.9383	6.7748	11.9545	12.8783	19.0
1.4535	347.0	2429	0.9499	12.9383	6.7748	11.9545	12.8783	19.0
1.4535	348.0	2436	0.9489	12.9383	6.7748	11.9545	12.8783	19.0
1.4535	349.0	2443	0.9480	12.9383	6.7748	11.9545	12.8783	19.0
1.4535	350.0	2450	0.9471	12.9383	6.7748	11.9545	12.8783	19.0
1.4535	351.0	2457	0.9459	12.9383	6.7748	11.9545	12.8783	19.0
1.4535	352.0	2464	0.9452	12.9383	6.7748	11.9545	12.8783	19.0
1.4535	353.0	2471	0.9450	12.9383	6.7748	11.9545	12.8783	19.0
1.4535	354.0	2478	0.9442	12.9383	6.7748	11.9545	12.8783	19.0
1.4535	355.0	2485	0.9429	12.9383	6.7748	11.9545	12.8783	19.0
1.4535	356.0	2492	0.9417	12.9383	6.7748	11.9545	12.8783	19.0
1.4535	357.0	2499	0.9411	12.9383	6.7748	11.9545	12.8783	19.0
1.3501	358.0	2506	0.9404	12.9383	6.7748	11.9545	12.8783	19.0
1.3501	359.0	2513	0.9394	12.9383	6.7748	11.9545	12.8783	19.0
1.3501	360.0	2520	0.9384	12.9383	6.7748	11.9545	12.8783	19.0
1.3501	361.0	2527	0.9380	12.9383	6.7748	11.9545	12.8783	19.0
1.3501	362.0	2534	0.9376	12.9383	6.7748	11.9545	12.8783	19.0
1.3501	363.0	2541	0.9372	12.9383	6.7748	11.9545	12.8783	19.0
1.3501	364.0	2548	0.9365	12.9383	6.7748	11.9545	12.8783	19.0
1.3501	365.0	2555	0.9357	12.9383	6.7748	11.9545	12.8783	19.0
1.3501	366.0	2562	0.9348	12.9383	6.7748	11.9545	12.8783	19.0
1.3501	367.0	2569	0.9341	12.9383	6.7748	11.9545	12.8783	19.0
1.3501	368.0	2576	0.9332	12.9383	6.7748	11.9545	12.8783	19.0
1.3501	369.0	2583	0.9325	12.9383	6.7748	11.9545	12.8783	19.0
1.3501	370.0	2590	0.9318	12.9383	6.7748	11.9545	12.8783	19.0
1.3501	371.0	2597	0.9306	12.9383	6.7748	11.9545	12.8783	19.0
1.3501	372.0	2604	0.9294	12.9383	6.7748	11.9545	12.8783	19.0
1.3501	373.0	2611	0.9283	12.9383	6.7748	11.9545	12.8783	19.0
1.3501	374.0	2618	0.9274	12.9383	6.7748	11.9545	12.8783	19.0
1.3501	375.0	2625	0.9269	12.9383	6.7748	11.9545	12.8783	19.0
1.3501	376.0	2632	0.9263	12.9383	6.7748	11.9545	12.8783	19.0
1.3501	377.0	2639	0.9259	12.9383	6.7748	11.9545	12.8783	19.0
1.3501	378.0	2646	0.9259	12.9383	6.7748	11.9545	12.8783	19.0
1.3501	379.0	2653	0.9258	12.9383	6.7748	11.9545	12.8783	19.0
1.3501	380.0	2660	0.9255	12.9383	6.7748	11.9545	12.8783	19.0
1.3501	381.0	2667	0.9248	12.9383	6.7748	11.9545	12.8783	19.0
1.3501	382.0	2674	0.9238	12.9383	6.7748	11.9545	12.8783	19.0
1.3501	383.0	2681	0.9233	12.9383	6.7748	11.9545	12.8783	19.0
1.3501	384.0	2688	0.9226	12.9383	6.7748	11.9545	12.8783	19.0
1.3501	385.0	2695	0.9224	12.9383	6.7748	11.9545	12.8783	19.0
1.3501	386.0	2702	0.9219	12.9383	6.7748	11.9545	12.8783	19.0
1.3501	387.0	2709	0.9209	12.9383	6.7748	11.9545	12.8783	19.0
1.3501	388.0	2716	0.9202	12.9383	6.7748	11.9545	12.8783	19.0
1.3501	389.0	2723	0.9197	12.9383	6.7748	11.9545	12.8783	19.0
1.3501	390.0	2730	0.9192	12.9383	6.7748	11.9545	12.8783	19.0
1.3501	391.0	2737	0.9192	12.9383	6.7748	11.9545	12.8783	19.0
1.3501	392.0	2744	0.9189	12.9383	6.7748	11.9545	12.8783	19.0
1.3501	393.0	2751	0.9185	12.9383	6.7748	11.9545	12.8783	19.0
1.3501	394.0	2758	0.9181	12.9383	6.7748	11.9545	12.8783	19.0
1.3501	395.0	2765	0.9172	12.9383	6.7748	11.9545	12.8783	19.0
1.3501	396.0	2772	0.9166	12.9383	6.7748	11.9545	12.8783	19.0
1.3501	397.0	2779	0.9162	12.9383	6.7748	11.9545	12.8783	19.0
1.3501	398.0	2786	0.9156	12.9383	6.7748	11.9545	12.8783	19.0
1.3501	399.0	2793	0.9154	12.9383	6.7748	11.9545	12.8783	19.0
1.3501	400.0	2800	0.9150	12.9383	6.7748	11.9545	12.8783	19.0
1.3501	401.0	2807	0.9145	12.9383	6.7748	11.9545	12.8783	19.0
1.3501	402.0	2814	0.9142	12.9383	6.7748	11.9545	12.8783	19.0
1.3501	403.0	2821	0.9138	12.9383	6.7748	11.9545	12.8783	19.0
1.3501	404.0	2828	0.9131	12.9383	6.7748	11.9545	12.8783	19.0
1.3501	405.0	2835	0.9126	12.9383	6.7748	11.9545	12.8783	19.0
1.3501	406.0	2842	0.9121	12.9383	6.7748	11.9545	12.8783	19.0
1.3501	407.0	2849	0.9115	12.9383	6.7748	11.9545	12.8783	19.0
1.3501	408.0	2856	0.9107	12.9383	6.7748	11.9545	12.8783	19.0
1.3501	409.0	2863	0.9101	12.9383	6.7748	11.9545	12.8783	19.0
1.3501	410.0	2870	0.9095	12.9383	6.7748	11.9545	12.8783	19.0
1.3501	411.0	2877	0.9093	12.9383	6.7748	11.9545	12.8783	19.0
1.3501	412.0	2884	0.9088	12.9383	6.7748	11.9545	12.8783	19.0
1.3501	413.0	2891	0.9086	12.9383	6.7748	11.9545	12.8783	19.0
1.3501	414.0	2898	0.9082	12.9383	6.7748	11.9545	12.8783	19.0
1.3501	415.0	2905	0.9075	12.9383	6.7748	11.9545	12.8783	19.0
1.3501	416.0	2912	0.9071	12.9383	6.7748	11.9545	12.8783	19.0
1.3501	417.0	2919	0.9065	12.9383	6.7748	11.9545	12.8783	19.0
1.3501	418.0	2926	0.9059	12.9383	6.7748	11.9545	12.8783	19.0
1.3501	419.0	2933	0.9053	12.9383	6.7748	11.9545	12.8783	19.0
1.3501	420.0	2940	0.9048	12.9383	6.7748	11.9545	12.8783	19.0
1.3501	421.0	2947	0.9039	12.9383	6.7748	11.9545	12.8783	19.0
1.3501	422.0	2954	0.9034	12.9383	6.7748	11.9545	12.8783	19.0
1.3501	423.0	2961	0.9026	12.9383	6.7748	11.9545	12.8783	19.0
1.3501	424.0	2968	0.9022	12.9383	6.7748	11.9545	12.8783	19.0
1.3501	425.0	2975	0.9020	12.9383	6.7748	11.9545	12.8783	19.0
1.3501	426.0	2982	0.9016	12.9383	6.7748	11.9545	12.8783	19.0
1.3501	427.0	2989	0.9014	12.9383	6.7748	11.9545	12.8783	19.0
1.3501	428.0	2996	0.9013	12.9383	6.7748	11.9545	12.8783	19.0
1.2934	429.0	3003	0.9010	12.9383	6.7748	11.9545	12.8783	19.0
1.2934	430.0	3010	0.9006	12.9383	6.7748	11.9545	12.8783	19.0
1.2934	431.0	3017	0.9003	12.9383	6.7748	11.9545	12.8783	19.0
1.2934	432.0	3024	0.9002	12.9383	6.7748	11.9545	12.8783	19.0
1.2934	433.0	3031	0.9000	12.9383	6.7748	11.9545	12.8783	19.0
1.2934	434.0	3038	0.8997	12.9383	6.7748	11.9545	12.8783	19.0
1.2934	435.0	3045	0.8994	12.9383	6.7748	11.9545	12.8783	19.0
1.2934	436.0	3052	0.8989	12.9383	6.7748	11.9545	12.8783	19.0
1.2934	437.0	3059	0.8986	12.9383	6.7748	11.9545	12.8783	19.0
1.2934	438.0	3066	0.8982	12.9383	6.7748	11.9545	12.8783	19.0
1.2934	439.0	3073	0.8978	12.9383	6.7748	11.9545	12.8783	19.0
1.2934	440.0	3080	0.8975	12.9383	6.7748	11.9545	12.8783	19.0
1.2934	441.0	3087	0.8974	12.9383	6.7748	11.9545	12.8783	19.0
1.2934	442.0	3094	0.8972	12.9383	6.7748	11.9545	12.8783	19.0
1.2934	443.0	3101	0.8970	12.9383	6.7748	11.9545	12.8783	19.0
1.2934	444.0	3108	0.8968	12.9383	6.7748	11.9545	12.8783	19.0
1.2934	445.0	3115	0.8967	12.9383	6.7748	11.9545	12.8783	19.0
1.2934	446.0	3122	0.8964	12.9383	6.7748	11.9545	12.8783	19.0
1.2934	447.0	3129	0.8960	12.9383	6.7748	11.9545	12.8783	19.0
1.2934	448.0	3136	0.8959	12.9383	6.7748	11.9545	12.8783	19.0
1.2934	449.0	3143	0.8956	12.9383	6.7748	11.9545	12.8783	19.0
1.2934	450.0	3150	0.8954	12.9383	6.7748	11.9545	12.8783	19.0
1.2934	451.0	3157	0.8952	12.9383	6.7748	11.9545	12.8783	19.0
1.2934	452.0	3164	0.8948	12.9383	6.7748	11.9545	12.8783	19.0
1.2934	453.0	3171	0.8944	12.9383	6.7748	11.9545	12.8783	19.0
1.2934	454.0	3178	0.8943	12.9383	6.7748	11.9545	12.8783	19.0
1.2934	455.0	3185	0.8941	12.9383	6.7748	11.9545	12.8783	19.0
1.2934	456.0	3192	0.8937	12.9383	6.7748	11.9545	12.8783	19.0
1.2934	457.0	3199	0.8935	12.9383	6.7748	11.9545	12.8783	19.0
1.2934	458.0	3206	0.8932	12.9383	6.7748	11.9545	12.8783	19.0
1.2934	459.0	3213	0.8930	12.9383	6.7748	11.9545	12.8783	19.0
1.2934	460.0	3220	0.8927	12.9383	6.7748	11.9545	12.8783	19.0
1.2934	461.0	3227	0.8926	12.9383	6.7748	11.9545	12.8783	19.0
1.2934	462.0	3234	0.8925	12.9383	6.7748	11.9545	12.8783	19.0
1.2934	463.0	3241	0.8924	12.9383	6.7748	11.9545	12.8783	19.0
1.2934	464.0	3248	0.8921	12.9383	6.7748	11.9545	12.8783	19.0
1.2934	465.0	3255	0.8920	12.9383	6.7748	11.9545	12.8783	19.0
1.2934	466.0	3262	0.8916	12.9383	6.7748	11.9545	12.8783	19.0
1.2934	467.0	3269	0.8914	12.9383	6.7748	11.9545	12.8783	19.0
1.2934	468.0	3276	0.8912	12.9383	6.7748	11.9545	12.8783	19.0
1.2934	469.0	3283	0.8911	12.9383	6.7748	11.9545	12.8783	19.0
1.2934	470.0	3290	0.8910	12.9383	6.7748	11.9545	12.8783	19.0
1.2934	471.0	3297	0.8910	12.9383	6.7748	11.9545	12.8783	19.0
1.2934	472.0	3304	0.8910	12.9383	6.7748	11.9545	12.8783	19.0
1.2934	473.0	3311	0.8908	12.9383	6.7748	11.9545	12.8783	19.0
1.2934	474.0	3318	0.8907	12.9383	6.7748	11.9545	12.8783	19.0
1.2934	475.0	3325	0.8905	12.9383	6.7748	11.9545	12.8783	19.0
1.2934	476.0	3332	0.8905	12.9383	6.7748	11.9545	12.8783	19.0
1.2934	477.0	3339	0.8905	12.9383	6.7748	11.9545	12.8783	19.0
1.2934	478.0	3346	0.8904	12.9383	6.7748	11.9545	12.8783	19.0
1.2934	479.0	3353	0.8900	12.9383	6.7748	11.9545	12.8783	19.0
1.2934	480.0	3360	0.8899	12.9383	6.7748	11.9545	12.8783	19.0
1.2934	481.0	3367	0.8898	12.9383	6.7748	11.9545	12.8783	19.0
1.2934	482.0	3374	0.8898	12.9383	6.7748	11.9545	12.8783	19.0
1.2934	483.0	3381	0.8897	12.9383	6.7748	11.9545	12.8783	19.0
1.2934	484.0	3388	0.8896	12.9383	6.7748	11.9545	12.8783	19.0
1.2934	485.0	3395	0.8895	12.9383	6.7748	11.9545	12.8783	19.0
1.2934	486.0	3402	0.8894	12.9383	6.7748	11.9545	12.8783	19.0
1.2934	487.0	3409	0.8894	12.9383	6.7748	11.9545	12.8783	19.0
1.2934	488.0	3416	0.8893	12.9383	6.7748	11.9545	12.8783	19.0
1.2934	489.0	3423	0.8893	12.9383	6.7748	11.9545	12.8783	19.0
1.2934	490.0	3430	0.8891	12.9383	6.7748	11.9545	12.8783	19.0
1.2934	491.0	3437	0.8892	12.9383	6.7748	11.9545	12.8783	19.0
1.2934	492.0	3444	0.8891	12.9383	6.7748	11.9545	12.8783	19.0
1.2934	493.0	3451	0.8891	12.9383	6.7748	11.9545	12.8783	19.0
1.2934	494.0	3458	0.8890	12.9383	6.7748	11.9545	12.8783	19.0
1.2934	495.0	3465	0.8890	12.9383	6.7748	11.9545	12.8783	19.0
1.2934	496.0	3472	0.8890	12.9383	6.7748	11.9545	12.8783	19.0
1.2934	497.0	3479	0.8890	12.9383	6.7748	11.9545	12.8783	19.0
1.2934	498.0	3486	0.8890	12.9383	6.7748	11.9545	12.8783	19.0
1.2934	499.0	3493	0.8890	12.9383	6.7748	11.9545	12.8783	19.0
1.2671	500.0	3500	0.8890	12.9383	6.7748	11.9545	12.8783	19.0

Framework versions

• Transformers 4.30.1
• Pytorch 2.0.1+cu118
• Datasets 2.12.0
• Tokenizers 0.13.3