mert_cmp_single_nse

This model is a fine-tuned version of m-a-p/MERT-v0 on an unknown dataset. It achieves the following results on the evaluation set:

• Loss: 1.9750
• Accuracy: 0.7132
• Precision Micro: 0.7132
• Recall Micro: 0.7132
• F1 Micro: 0.7132
• Precision Macro: 0.6817
• Recall Macro: 0.6740
• F1 Macro: 0.6672
• Precision Weighted: 0.7132
• Recall Weighted: 0.7132
• F1 Weighted: 0.7052

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: 0.005
• 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: 200

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy	Precision Micro	Recall Micro	F1 Micro	Precision Macro	Recall Macro	F1 Macro	Precision Weighted	Recall Weighted	F1 Weighted
1.607	1.0	192	1.3559	0.4447	0.4447	0.4447	0.4447	0.3859	0.4278	0.3416	0.4509	0.4447	0.3810
1.407	2.0	384	1.2990	0.4607	0.4607	0.4607	0.4607	0.3987	0.4546	0.3814	0.4415	0.4607	0.4047
1.3415	3.0	576	1.2486	0.5156	0.5156	0.5156	0.5156	0.4259	0.5366	0.4446	0.5046	0.5156	0.4884
1.2628	4.0	768	1.1842	0.5492	0.5492	0.5492	0.5492	0.4662	0.5326	0.4759	0.5301	0.5492	0.5263
1.2316	5.0	960	1.1394	0.5858	0.5858	0.5858	0.5858	0.4809	0.5459	0.5093	0.5313	0.5858	0.5551
1.219	6.0	1152	1.0897	0.5523	0.5523	0.5523	0.5523	0.4602	0.5295	0.4775	0.5222	0.5523	0.5171
1.2034	7.0	1344	1.1280	0.5606	0.5606	0.5606	0.5606	0.4697	0.5404	0.4911	0.5240	0.5606	0.5260
1.1801	8.0	1536	1.0489	0.5904	0.5904	0.5904	0.5904	0.4925	0.5480	0.5134	0.5421	0.5904	0.5601
1.1668	9.0	1728	1.0886	0.5736	0.5736	0.5736	0.5736	0.4704	0.5626	0.4984	0.5364	0.5736	0.5414
1.1606	10.0	1920	1.1040	0.5637	0.5637	0.5637	0.5637	0.5272	0.5531	0.5147	0.5797	0.5637	0.5456
1.1279	11.0	2112	1.0697	0.5614	0.5614	0.5614	0.5614	0.5419	0.5388	0.4881	0.5775	0.5614	0.5192
1.0985	12.0	2304	1.0258	0.5965	0.5965	0.5965	0.5965	0.5802	0.5591	0.5237	0.5912	0.5965	0.5632
1.1136	13.0	2496	1.1465	0.5645	0.5645	0.5645	0.5645	0.5004	0.4954	0.4748	0.5384	0.5645	0.5271
1.0795	14.0	2688	1.3491	0.5843	0.5843	0.5843	0.5843	0.5281	0.5194	0.5112	0.5555	0.5843	0.5547
1.0585	15.0	2880	1.2309	0.5950	0.5950	0.5950	0.5950	0.5096	0.5434	0.5222	0.5419	0.5950	0.5631
1.0962	16.0	3072	1.0549	0.6095	0.6095	0.6095	0.6095	0.5208	0.5590	0.5353	0.5611	0.6095	0.5806
1.0365	17.0	3264	1.1118	0.5850	0.5850	0.5850	0.5850	0.5612	0.5695	0.5191	0.6032	0.5850	0.5506
1.0389	18.0	3456	1.0790	0.6217	0.6217	0.6217	0.6217	0.5504	0.5866	0.5512	0.5985	0.6217	0.5986
1.0498	19.0	3648	1.0949	0.6056	0.6056	0.6056	0.6056	0.5665	0.5887	0.5552	0.6144	0.6056	0.5971
1.0212	20.0	3840	1.0884	0.6041	0.6041	0.6041	0.6041	0.5845	0.5738	0.5251	0.6138	0.6041	0.5681
1.0269	21.0	4032	1.0606	0.6301	0.6301	0.6301	0.6301	0.6048	0.5978	0.5817	0.6304	0.6301	0.6126
1.0068	22.0	4224	1.1584	0.5690	0.5690	0.5690	0.5690	0.6019	0.5875	0.4961	0.6473	0.5690	0.5466
1.0192	23.0	4416	1.1837	0.6133	0.6133	0.6133	0.6133	0.6090	0.5680	0.5749	0.6103	0.6133	0.5990
1.0346	24.0	4608	1.3584	0.5873	0.5873	0.5873	0.5873	0.5365	0.5439	0.5224	0.5777	0.5873	0.5596
0.9572	25.0	4800	1.0044	0.6293	0.6293	0.6293	0.6293	0.5858	0.5927	0.5823	0.6185	0.6293	0.6196
0.9688	26.0	4992	0.9949	0.6117	0.6117	0.6117	0.6117	0.5746	0.5810	0.5669	0.6167	0.6117	0.6033
0.9744	27.0	5184	1.2110	0.6392	0.6392	0.6392	0.6392	0.6218	0.5844	0.5730	0.6386	0.6392	0.6180
0.9776	28.0	5376	1.0603	0.6453	0.6453	0.6453	0.6453	0.5307	0.6046	0.5600	0.5950	0.6453	0.6124
0.9797	29.0	5568	1.1807	0.6209	0.6209	0.6209	0.6209	0.6475	0.5691	0.5457	0.6453	0.6209	0.5929
0.9423	30.0	5760	1.2613	0.6201	0.6201	0.6201	0.6201	0.6079	0.5844	0.5447	0.6357	0.6201	0.5917
0.9233	31.0	5952	1.1114	0.6255	0.6255	0.6255	0.6255	0.5948	0.6008	0.5652	0.6181	0.6255	0.6023
0.9696	32.0	6144	1.2268	0.6087	0.6087	0.6087	0.6087	0.6119	0.5573	0.5435	0.6192	0.6087	0.5868
0.9166	33.0	6336	1.1326	0.6499	0.6499	0.6499	0.6499	0.6381	0.5990	0.5780	0.6521	0.6499	0.6242
0.8916	34.0	6528	1.2382	0.6316	0.6316	0.6316	0.6316	0.6446	0.5997	0.5767	0.6530	0.6316	0.6086
0.919	35.0	6720	1.1989	0.6240	0.6240	0.6240	0.6240	0.6526	0.5786	0.5542	0.6504	0.6240	0.5956
0.9314	36.0	6912	1.2372	0.6552	0.6552	0.6552	0.6552	0.6649	0.5927	0.5825	0.6738	0.6552	0.6314
0.9107	37.0	7104	1.1582	0.6545	0.6545	0.6545	0.6545	0.6486	0.6460	0.5961	0.6778	0.6545	0.6358
0.9044	38.0	7296	1.1471	0.6316	0.6316	0.6316	0.6316	0.6513	0.5885	0.5633	0.6546	0.6316	0.6074
0.8877	39.0	7488	1.1052	0.6484	0.6484	0.6484	0.6484	0.6509	0.6045	0.5665	0.6622	0.6484	0.6182
0.8526	40.0	7680	1.2574	0.6751	0.6751	0.6751	0.6751	0.6928	0.6360	0.6173	0.6935	0.6751	0.6551
0.8712	41.0	7872	1.1521	0.6415	0.6415	0.6415	0.6415	0.6411	0.5994	0.5849	0.6515	0.6415	0.6228
0.8728	42.0	8064	1.1905	0.6384	0.6384	0.6384	0.6384	0.6254	0.6168	0.5853	0.6593	0.6384	0.6184
0.8835	43.0	8256	1.1435	0.6629	0.6629	0.6629	0.6629	0.6134	0.6099	0.6007	0.6466	0.6629	0.6462
0.8341	44.0	8448	1.2884	0.6621	0.6621	0.6621	0.6621	0.6414	0.6278	0.6021	0.6630	0.6621	0.6435
0.8523	45.0	8640	1.2624	0.6537	0.6537	0.6537	0.6537	0.6747	0.6139	0.6004	0.6726	0.6537	0.6355
0.9055	46.0	8832	1.1137	0.6606	0.6606	0.6606	0.6606	0.6466	0.5994	0.6093	0.6694	0.6606	0.6520
0.8353	47.0	9024	1.3152	0.6476	0.6476	0.6476	0.6476	0.5990	0.6231	0.6002	0.6357	0.6476	0.6361
0.8534	48.0	9216	1.3329	0.6430	0.6430	0.6430	0.6430	0.6225	0.6145	0.5759	0.6469	0.6430	0.6172
0.8644	49.0	9408	1.2992	0.6697	0.6697	0.6697	0.6697	0.6577	0.6498	0.6211	0.6822	0.6697	0.6555
0.8855	50.0	9600	1.1431	0.6690	0.6690	0.6690	0.6690	0.6565	0.6170	0.5906	0.6736	0.6690	0.6407
0.8077	51.0	9792	1.1859	0.6827	0.6827	0.6827	0.6827	0.6280	0.6534	0.6294	0.6718	0.6827	0.6700
0.8038	52.0	9984	1.1350	0.6636	0.6636	0.6636	0.6636	0.6283	0.6547	0.6285	0.6651	0.6636	0.6567
0.8189	53.0	10176	1.1752	0.6583	0.6583	0.6583	0.6583	0.6658	0.6264	0.5976	0.6772	0.6583	0.6370
0.8488	54.0	10368	1.2030	0.6667	0.6667	0.6667	0.6667	0.6494	0.6276	0.6115	0.6708	0.6667	0.6508
0.8018	55.0	10560	1.1059	0.6712	0.6712	0.6712	0.6712	0.6428	0.6408	0.6345	0.6671	0.6712	0.6629
0.8058	56.0	10752	1.1779	0.6697	0.6697	0.6697	0.6697	0.6339	0.6409	0.6130	0.6698	0.6697	0.6542
0.7793	57.0	10944	1.2871	0.6659	0.6659	0.6659	0.6659	0.6391	0.6333	0.6031	0.6664	0.6659	0.6454
0.795	58.0	11136	1.3088	0.6751	0.6751	0.6751	0.6751	0.6467	0.6555	0.6426	0.6777	0.6751	0.6705
0.7903	59.0	11328	1.3937	0.6758	0.6758	0.6758	0.6758	0.6452	0.6325	0.6113	0.6754	0.6758	0.6546
0.8024	60.0	11520	1.2951	0.6629	0.6629	0.6629	0.6629	0.6373	0.6155	0.6015	0.6507	0.6629	0.6409
0.7846	61.0	11712	1.4113	0.6484	0.6484	0.6484	0.6484	0.6185	0.6198	0.5820	0.6491	0.6484	0.6246
0.78	62.0	11904	1.1698	0.6712	0.6712	0.6712	0.6712	0.6549	0.6423	0.6300	0.6706	0.6712	0.6591
0.7666	63.0	12096	1.4623	0.6583	0.6583	0.6583	0.6583	0.6780	0.6180	0.5882	0.6859	0.6583	0.6328
0.775	64.0	12288	1.4944	0.6537	0.6537	0.6537	0.6537	0.6335	0.6197	0.6040	0.6512	0.6537	0.6349
0.8153	65.0	12480	1.4137	0.6812	0.6812	0.6812	0.6812	0.6626	0.6386	0.6275	0.6798	0.6812	0.6660
0.7389	66.0	12672	1.3423	0.6873	0.6873	0.6873	0.6873	0.6426	0.6488	0.6187	0.6779	0.6873	0.6654
0.7818	67.0	12864	1.4067	0.6659	0.6659	0.6659	0.6659	0.6201	0.6291	0.6137	0.6536	0.6659	0.6530
0.7571	68.0	13056	1.4498	0.6850	0.6850	0.6850	0.6850	0.6599	0.6481	0.6203	0.6882	0.6850	0.6637
0.7476	69.0	13248	1.2351	0.6751	0.6751	0.6751	0.6751	0.6445	0.6166	0.6095	0.6684	0.6751	0.6564
0.7567	70.0	13440	1.4760	0.6895	0.6895	0.6895	0.6895	0.6612	0.6556	0.6424	0.6867	0.6895	0.6770
0.7919	71.0	13632	1.1386	0.6789	0.6789	0.6789	0.6789	0.6450	0.6462	0.6271	0.6773	0.6789	0.6651
0.7421	72.0	13824	1.2441	0.6888	0.6888	0.6888	0.6888	0.6463	0.6356	0.6172	0.6788	0.6888	0.6680
0.7555	73.0	14016	1.5891	0.6781	0.6781	0.6781	0.6781	0.6462	0.6483	0.6245	0.6858	0.6781	0.6678
0.7572	74.0	14208	1.5133	0.6918	0.6918	0.6918	0.6918	0.6768	0.6544	0.6576	0.6900	0.6918	0.6850
0.7284	75.0	14400	1.6124	0.6674	0.6674	0.6674	0.6674	0.6582	0.6339	0.6311	0.6696	0.6674	0.6562
0.7553	76.0	14592	1.6356	0.6514	0.6514	0.6514	0.6514	0.6233	0.6222	0.5949	0.6472	0.6514	0.6313
0.7058	77.0	14784	1.3671	0.6606	0.6606	0.6606	0.6606	0.6638	0.6153	0.6094	0.6716	0.6606	0.6451
0.74	78.0	14976	1.4456	0.6903	0.6903	0.6903	0.6903	0.6896	0.6441	0.6293	0.6985	0.6903	0.6709
0.7274	79.0	15168	1.2708	0.6766	0.6766	0.6766	0.6766	0.6581	0.6261	0.6191	0.6759	0.6766	0.6613
0.7108	80.0	15360	1.2781	0.6957	0.6957	0.6957	0.6957	0.6646	0.6529	0.6449	0.6890	0.6957	0.6837
0.6989	81.0	15552	1.4560	0.6850	0.6850	0.6850	0.6850	0.6610	0.6458	0.6318	0.6854	0.6850	0.6700
0.7001	82.0	15744	1.5504	0.6575	0.6575	0.6575	0.6575	0.6307	0.6269	0.6168	0.6605	0.6575	0.6492
0.6731	83.0	15936	1.7144	0.6781	0.6781	0.6781	0.6781	0.6525	0.6569	0.6368	0.6850	0.6781	0.6708
0.6948	84.0	16128	1.4266	0.6995	0.6995	0.6995	0.6995	0.6950	0.6581	0.6584	0.7045	0.6995	0.6888
0.6709	85.0	16320	1.4075	0.6804	0.6804	0.6804	0.6804	0.6553	0.6434	0.6375	0.6766	0.6804	0.6710
0.6836	86.0	16512	1.4883	0.6590	0.6590	0.6590	0.6590	0.6337	0.6199	0.6086	0.6548	0.6590	0.6435
0.7046	87.0	16704	1.3066	0.6895	0.6895	0.6895	0.6895	0.6629	0.6572	0.6354	0.6924	0.6895	0.6748
0.6741	88.0	16896	1.2577	0.6865	0.6865	0.6865	0.6865	0.6890	0.6433	0.6214	0.7067	0.6865	0.6671
0.6889	89.0	17088	1.2343	0.6781	0.6781	0.6781	0.6781	0.6658	0.6474	0.6363	0.6855	0.6781	0.6661
0.6848	90.0	17280	1.2996	0.6995	0.6995	0.6995	0.6995	0.6628	0.6682	0.6594	0.6936	0.6995	0.6928
0.6675	91.0	17472	1.2649	0.6888	0.6888	0.6888	0.6888	0.6480	0.6624	0.6309	0.6918	0.6888	0.6754
0.6476	92.0	17664	1.4824	0.6796	0.6796	0.6796	0.6796	0.6632	0.6315	0.6147	0.6826	0.6796	0.6604
0.6416	93.0	17856	1.6575	0.6987	0.6987	0.6987	0.6987	0.6665	0.6587	0.6451	0.6945	0.6987	0.6864
0.6459	94.0	18048	1.4711	0.7071	0.7071	0.7071	0.7071	0.6790	0.6718	0.6641	0.7048	0.7071	0.6990
0.6758	95.0	18240	1.5885	0.6796	0.6796	0.6796	0.6796	0.6775	0.6404	0.6198	0.6980	0.6796	0.6608
0.6608	96.0	18432	1.8510	0.6712	0.6712	0.6712	0.6712	0.6426	0.6243	0.6032	0.6702	0.6712	0.6507
0.6986	97.0	18624	1.4376	0.6789	0.6789	0.6789	0.6789	0.6654	0.6488	0.6324	0.6894	0.6789	0.6665
0.655	98.0	18816	1.4168	0.6911	0.6911	0.6911	0.6911	0.6726	0.6530	0.6382	0.6950	0.6911	0.6771
0.6641	99.0	19008	1.4857	0.6751	0.6751	0.6751	0.6751	0.6590	0.6305	0.6102	0.6826	0.6751	0.6551
0.623	100.0	19200	1.5752	0.6781	0.6781	0.6781	0.6781	0.6677	0.6438	0.6450	0.6881	0.6781	0.6723
0.6386	101.0	19392	1.5269	0.6728	0.6728	0.6728	0.6728	0.6631	0.6202	0.6132	0.6749	0.6728	0.6544
0.6361	102.0	19584	1.5767	0.6957	0.6957	0.6957	0.6957	0.6786	0.6635	0.6566	0.6989	0.6957	0.6869
0.6348	103.0	19776	1.4711	0.6934	0.6934	0.6934	0.6934	0.6567	0.6583	0.6469	0.6837	0.6934	0.6819
0.6731	104.0	19968	1.4920	0.6934	0.6934	0.6934	0.6934	0.6634	0.6525	0.6417	0.6929	0.6934	0.6811
0.6301	105.0	20160	1.5127	0.6751	0.6751	0.6751	0.6751	0.6596	0.6355	0.6144	0.6835	0.6751	0.6554
0.6618	106.0	20352	1.5279	0.6895	0.6895	0.6895	0.6895	0.6518	0.6415	0.6266	0.6837	0.6895	0.6735
0.647	107.0	20544	1.4412	0.6880	0.6880	0.6880	0.6880	0.6621	0.6397	0.6260	0.6869	0.6880	0.6704
0.5969	108.0	20736	1.6005	0.6705	0.6705	0.6705	0.6705	0.6551	0.6308	0.6155	0.6769	0.6705	0.6531
0.6417	109.0	20928	1.5405	0.6720	0.6720	0.6720	0.6720	0.6575	0.6475	0.6373	0.6755	0.6720	0.6615
0.5936	110.0	21120	1.5514	0.6850	0.6850	0.6850	0.6850	0.6450	0.6567	0.6373	0.6805	0.6850	0.6730
0.6604	111.0	21312	1.4842	0.6751	0.6751	0.6751	0.6751	0.6571	0.6353	0.6303	0.6807	0.6751	0.6641
0.6181	112.0	21504	1.5548	0.6972	0.6972	0.6972	0.6972	0.6726	0.6558	0.6577	0.6942	0.6972	0.6904
0.6212	113.0	21696	1.6979	0.6842	0.6842	0.6842	0.6842	0.6522	0.6365	0.6295	0.6770	0.6842	0.6697
0.6346	114.0	21888	1.5769	0.6895	0.6895	0.6895	0.6895	0.6642	0.6442	0.6389	0.6832	0.6895	0.6761
0.6219	115.0	22080	1.5441	0.7033	0.7033	0.7033	0.7033	0.6700	0.6702	0.6630	0.6976	0.7033	0.6958
0.6307	116.0	22272	1.3654	0.6873	0.6873	0.6873	0.6873	0.6338	0.6472	0.6284	0.6755	0.6873	0.6738
0.6229	117.0	22464	1.5062	0.6941	0.6941	0.6941	0.6941	0.6616	0.6695	0.6554	0.6976	0.6941	0.6870
0.6236	118.0	22656	1.4269	0.6850	0.6850	0.6850	0.6850	0.6386	0.6483	0.6387	0.6765	0.6850	0.6773
0.6087	119.0	22848	1.7151	0.6911	0.6911	0.6911	0.6911	0.6649	0.6678	0.6578	0.6969	0.6911	0.6862
0.6043	120.0	23040	1.5938	0.7010	0.7010	0.7010	0.7010	0.6724	0.6558	0.6498	0.7029	0.7010	0.6914
0.5836	121.0	23232	1.8270	0.6827	0.6827	0.6827	0.6827	0.6601	0.6420	0.6381	0.6824	0.6827	0.6732
0.5744	122.0	23424	1.6394	0.6972	0.6972	0.6972	0.6972	0.6635	0.6603	0.6555	0.6956	0.6972	0.6907
0.5962	123.0	23616	1.5110	0.6926	0.6926	0.6926	0.6926	0.6619	0.6552	0.6369	0.6939	0.6926	0.6782
0.5748	124.0	23808	1.5643	0.7208	0.7208	0.7208	0.7208	0.6930	0.6921	0.6823	0.7241	0.7208	0.7150
0.583	125.0	24000	1.6166	0.6773	0.6773	0.6773	0.6773	0.6482	0.6453	0.6364	0.6772	0.6773	0.6693
0.5662	126.0	24192	1.5633	0.7071	0.7071	0.7071	0.7071	0.6734	0.6671	0.6587	0.7004	0.7071	0.6959
0.606	127.0	24384	1.5673	0.6995	0.6995	0.6995	0.6995	0.6731	0.6580	0.6483	0.7012	0.6995	0.6874
0.5514	128.0	24576	1.7911	0.7071	0.7071	0.7071	0.7071	0.6882	0.6738	0.6678	0.7110	0.7071	0.6989
0.5754	129.0	24768	1.7411	0.7040	0.7040	0.7040	0.7040	0.6783	0.6646	0.6589	0.7034	0.7040	0.6942
0.5736	130.0	24960	1.5579	0.7117	0.7117	0.7117	0.7117	0.6782	0.6759	0.6664	0.7106	0.7117	0.7039
0.5644	131.0	25152	1.6990	0.6964	0.6964	0.6964	0.6964	0.6820	0.6639	0.6531	0.7038	0.6964	0.6857
0.569	132.0	25344	1.6989	0.6911	0.6911	0.6911	0.6911	0.6726	0.6471	0.6414	0.6931	0.6911	0.6779
0.5774	133.0	25536	1.6192	0.7048	0.7048	0.7048	0.7048	0.6904	0.6677	0.6688	0.7114	0.7048	0.6997
0.518	134.0	25728	1.8919	0.7033	0.7033	0.7033	0.7033	0.6874	0.6571	0.6556	0.7039	0.7033	0.6915
0.5982	135.0	25920	1.8296	0.6766	0.6766	0.6766	0.6766	0.6561	0.6529	0.6373	0.6895	0.6766	0.6699
0.5748	136.0	26112	1.7068	0.7185	0.7185	0.7185	0.7185	0.6978	0.6821	0.6749	0.7220	0.7185	0.7097
0.6264	137.0	26304	1.4707	0.7063	0.7063	0.7063	0.7063	0.6686	0.6754	0.6642	0.7066	0.7063	0.7011
0.5729	138.0	26496	1.7704	0.7033	0.7033	0.7033	0.7033	0.6694	0.6755	0.6619	0.7096	0.7033	0.6991
0.548	139.0	26688	1.5986	0.7109	0.7109	0.7109	0.7109	0.6760	0.6807	0.6648	0.7147	0.7109	0.7034
0.5417	140.0	26880	1.7461	0.7033	0.7033	0.7033	0.7033	0.6695	0.6778	0.6601	0.7098	0.7033	0.6971
0.5742	141.0	27072	1.7497	0.7155	0.7155	0.7155	0.7155	0.6880	0.6810	0.6715	0.7195	0.7155	0.7077
0.57	142.0	27264	1.6316	0.7025	0.7025	0.7025	0.7025	0.6768	0.6711	0.6633	0.7082	0.7025	0.6977
0.5533	143.0	27456	1.5841	0.7155	0.7155	0.7155	0.7155	0.6846	0.6792	0.6692	0.7184	0.7155	0.7076
0.5335	144.0	27648	1.7290	0.6964	0.6964	0.6964	0.6964	0.6668	0.6648	0.6567	0.6985	0.6964	0.6902
0.5442	145.0	27840	1.6522	0.7140	0.7140	0.7140	0.7140	0.6914	0.6801	0.6793	0.7155	0.7140	0.7096
0.5332	146.0	28032	1.7051	0.6979	0.6979	0.6979	0.6979	0.6736	0.6662	0.6581	0.7049	0.6979	0.6904
0.5089	147.0	28224	1.6610	0.7101	0.7101	0.7101	0.7101	0.6825	0.6836	0.6771	0.7157	0.7101	0.7074
0.5307	148.0	28416	1.6049	0.7109	0.7109	0.7109	0.7109	0.6833	0.6643	0.6614	0.7087	0.7109	0.7004
0.5652	149.0	28608	1.5608	0.7140	0.7140	0.7140	0.7140	0.6807	0.6754	0.6692	0.7126	0.7140	0.7073
0.5625	150.0	28800	1.8562	0.6850	0.6850	0.6850	0.6850	0.6489	0.6511	0.6379	0.6874	0.6850	0.6774
0.5409	151.0	28992	1.6366	0.7109	0.7109	0.7109	0.7109	0.6717	0.6693	0.6587	0.7069	0.7109	0.7011
0.5187	152.0	29184	1.6122	0.7147	0.7147	0.7147	0.7147	0.6844	0.6779	0.6677	0.7191	0.7147	0.7077
0.5439	153.0	29376	1.5994	0.7033	0.7033	0.7033	0.7033	0.6682	0.6670	0.6619	0.7022	0.7033	0.6981
0.5214	154.0	29568	1.6036	0.7124	0.7124	0.7124	0.7124	0.6659	0.6762	0.6599	0.7074	0.7124	0.7030
0.5171	155.0	29760	1.7052	0.7079	0.7079	0.7079	0.7079	0.6793	0.6754	0.6648	0.7115	0.7079	0.6998
0.5344	156.0	29952	1.4730	0.7094	0.7094	0.7094	0.7094	0.6777	0.6696	0.6644	0.7047	0.7094	0.7006
0.5147	157.0	30144	1.6911	0.7193	0.7193	0.7193	0.7193	0.6864	0.6829	0.6753	0.7177	0.7193	0.7112
0.4828	158.0	30336	2.0215	0.7079	0.7079	0.7079	0.7079	0.6770	0.6791	0.6680	0.7100	0.7079	0.7020
0.4964	159.0	30528	1.6681	0.7132	0.7132	0.7132	0.7132	0.6751	0.6771	0.6687	0.7100	0.7132	0.7066
0.5029	160.0	30720	1.7514	0.7101	0.7101	0.7101	0.7101	0.6813	0.6715	0.6663	0.7098	0.7101	0.7022
0.5107	161.0	30912	1.6907	0.7140	0.7140	0.7140	0.7140	0.6805	0.6744	0.6665	0.7115	0.7140	0.7050
0.4883	162.0	31104	1.8571	0.6957	0.6957	0.6957	0.6957	0.6638	0.6569	0.6474	0.6983	0.6957	0.6876
0.5133	163.0	31296	1.7273	0.7056	0.7056	0.7056	0.7056	0.6738	0.6743	0.6613	0.7097	0.7056	0.6981
0.4823	164.0	31488	1.7755	0.7246	0.7246	0.7246	0.7246	0.6894	0.6888	0.6792	0.7242	0.7246	0.7176
0.4854	165.0	31680	1.7858	0.7071	0.7071	0.7071	0.7071	0.6725	0.6760	0.6650	0.7091	0.7071	0.7015
0.502	166.0	31872	1.8761	0.7079	0.7079	0.7079	0.7079	0.6713	0.6765	0.6644	0.7084	0.7079	0.7015
0.5125	167.0	32064	1.6814	0.7086	0.7086	0.7086	0.7086	0.6820	0.6677	0.6653	0.7084	0.7086	0.7008
0.4878	168.0	32256	1.8586	0.7124	0.7124	0.7124	0.7124	0.6797	0.6778	0.6684	0.7134	0.7124	0.7057
0.5194	169.0	32448	1.8479	0.7185	0.7185	0.7185	0.7185	0.6802	0.6762	0.6657	0.7138	0.7185	0.7078
0.5469	170.0	32640	1.9661	0.7048	0.7048	0.7048	0.7048	0.6675	0.6664	0.6572	0.7010	0.7048	0.6960
0.485	171.0	32832	1.8135	0.7063	0.7063	0.7063	0.7063	0.6751	0.6742	0.6639	0.7064	0.7063	0.6979
0.5114	172.0	33024	1.8663	0.7140	0.7140	0.7140	0.7140	0.6759	0.6775	0.6637	0.7144	0.7140	0.7048
0.4581	173.0	33216	1.7983	0.7117	0.7117	0.7117	0.7117	0.6840	0.6720	0.6624	0.7132	0.7117	0.7014
0.5506	174.0	33408	1.5626	0.7185	0.7185	0.7185	0.7185	0.6823	0.6802	0.6717	0.7135	0.7185	0.7095
0.4769	175.0	33600	1.6893	0.7025	0.7025	0.7025	0.7025	0.6636	0.6631	0.6546	0.6965	0.7025	0.6932
0.4994	176.0	33792	1.7566	0.7079	0.7079	0.7079	0.7079	0.6753	0.6757	0.6651	0.7107	0.7079	0.7005
0.4547	177.0	33984	1.8461	0.7147	0.7147	0.7147	0.7147	0.6827	0.6779	0.6680	0.7133	0.7147	0.7049
0.4988	178.0	34176	1.7769	0.7178	0.7178	0.7178	0.7178	0.6804	0.6809	0.6683	0.7172	0.7178	0.7085
0.4509	179.0	34368	1.8389	0.7140	0.7140	0.7140	0.7140	0.6689	0.6763	0.6624	0.7078	0.7140	0.7043
0.4894	180.0	34560	1.9348	0.7178	0.7178	0.7178	0.7178	0.6843	0.6858	0.6760	0.7214	0.7178	0.7126
0.4614	181.0	34752	1.9625	0.7155	0.7155	0.7155	0.7155	0.6866	0.6817	0.6743	0.7161	0.7155	0.7079
0.4615	182.0	34944	1.8944	0.7132	0.7132	0.7132	0.7132	0.6826	0.6786	0.6679	0.7131	0.7132	0.7043
0.4592	183.0	35136	1.8405	0.7201	0.7201	0.7201	0.7201	0.6840	0.6812	0.6724	0.7170	0.7201	0.7116
0.4827	184.0	35328	1.8725	0.7155	0.7155	0.7155	0.7155	0.6822	0.6823	0.6716	0.7144	0.7155	0.7071
0.4662	185.0	35520	1.7896	0.7277	0.7277	0.7277	0.7277	0.6965	0.6898	0.6830	0.7250	0.7277	0.7191
0.4804	186.0	35712	1.9144	0.7170	0.7170	0.7170	0.7170	0.6859	0.6806	0.6729	0.7159	0.7170	0.7090
0.4677	187.0	35904	2.0640	0.7109	0.7109	0.7109	0.7109	0.6848	0.6774	0.6674	0.7143	0.7109	0.7024
0.4523	188.0	36096	1.9061	0.7231	0.7231	0.7231	0.7231	0.6918	0.6918	0.6856	0.7232	0.7231	0.7185
0.4408	189.0	36288	1.8713	0.7300	0.7300	0.7300	0.7300	0.6978	0.6971	0.6900	0.7304	0.7300	0.7250
0.46	190.0	36480	2.0144	0.7231	0.7231	0.7231	0.7231	0.6899	0.6897	0.6805	0.7221	0.7231	0.7162
0.4627	191.0	36672	1.9990	0.7170	0.7170	0.7170	0.7170	0.6844	0.6822	0.6747	0.7156	0.7170	0.7099
0.447	192.0	36864	2.0092	0.7216	0.7216	0.7216	0.7216	0.6884	0.6876	0.6786	0.7212	0.7216	0.7145
0.4599	193.0	37056	2.0249	0.7201	0.7201	0.7201	0.7201	0.6891	0.6878	0.6782	0.7196	0.7201	0.7124
0.4642	194.0	37248	1.9990	0.7216	0.7216	0.7216	0.7216	0.6924	0.6864	0.6788	0.7222	0.7216	0.7140
0.4614	195.0	37440	1.9922	0.7246	0.7246	0.7246	0.7246	0.6946	0.6889	0.6812	0.7247	0.7246	0.7171
0.4888	196.0	37632	1.9289	0.7193	0.7193	0.7193	0.7193	0.6860	0.6799	0.6730	0.7185	0.7193	0.7114
0.4465	197.0	37824	1.9415	0.7185	0.7185	0.7185	0.7185	0.6847	0.6786	0.6727	0.7168	0.7185	0.7111
0.4531	198.0	38016	1.9791	0.7124	0.7124	0.7124	0.7124	0.6819	0.6734	0.6671	0.7123	0.7124	0.7043
0.4805	199.0	38208	1.9764	0.7124	0.7124	0.7124	0.7124	0.6812	0.6733	0.6666	0.7126	0.7124	0.7045
0.4306	200.0	38400	1.9750	0.7132	0.7132	0.7132	0.7132	0.6817	0.6740	0.6672	0.7132	0.7132	0.7052

Framework versions

• Transformers 4.44.0
• Pytorch 2.3.1+cu121
• Datasets 4.0.0
• Tokenizers 0.19.1