ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k4_task5_organization

This model is a fine-tuned version of aubmindlab/bert-base-arabertv02 on the None dataset. It achieves the following results on the evaluation set:

• Loss: 0.6150
• Qwk: 0.5688
• Mse: 0.6150
• Rmse: 0.7842

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: 8
• eval_batch_size: 8
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 100

Training results

Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.1	2	4.1413	0.0024	4.1413	2.0350
No log	0.2	4	2.2492	0.0541	2.2492	1.4997
No log	0.3	6	1.7958	0.1240	1.7958	1.3401
No log	0.4	8	1.3061	0.0528	1.3061	1.1429
No log	0.5	10	1.1633	0.0380	1.1633	1.0785
No log	0.6	12	1.0184	0.3026	1.0184	1.0091
No log	0.7	14	1.0871	0.2716	1.0871	1.0426
No log	0.8	16	1.1290	0.2594	1.1290	1.0625
No log	0.9	18	1.2077	-0.0193	1.2077	1.0990
No log	1.0	20	1.2875	0.0	1.2875	1.1347
No log	1.1	22	1.3780	0.0	1.3780	1.1739
No log	1.2	24	1.2562	0.1140	1.2562	1.1208
No log	1.3	26	1.0521	0.1564	1.0521	1.0257
No log	1.4	28	0.9929	0.2541	0.9929	0.9964
No log	1.5	30	1.0939	0.1046	1.0939	1.0459
No log	1.6	32	1.1497	0.1046	1.1497	1.0722
No log	1.7	34	1.1207	0.0919	1.1207	1.0586
No log	1.8	36	1.0188	0.1007	1.0188	1.0094
No log	1.9	38	1.0429	0.2758	1.0429	1.0212
No log	2.0	40	1.1267	0.2754	1.1267	1.0615
No log	2.1	42	1.0153	0.3370	1.0153	1.0076
No log	2.2	44	0.8581	0.4180	0.8581	0.9264
No log	2.3	46	0.7994	0.4675	0.7994	0.8941
No log	2.4	48	0.8162	0.4124	0.8162	0.9034
No log	2.5	50	0.8315	0.3896	0.8315	0.9118
No log	2.6	52	0.7663	0.4161	0.7663	0.8754
No log	2.7	54	0.7335	0.5221	0.7335	0.8565
No log	2.8	56	0.8877	0.5137	0.8877	0.9422
No log	2.9	58	1.0160	0.4449	1.0160	1.0080
No log	3.0	60	0.9805	0.4373	0.9805	0.9902
No log	3.1	62	0.7977	0.5137	0.7977	0.8931
No log	3.2	64	0.6929	0.6241	0.6929	0.8324
No log	3.3	66	0.7085	0.5657	0.7085	0.8417
No log	3.4	68	0.8016	0.5888	0.8016	0.8953
No log	3.5	70	0.7397	0.5699	0.7397	0.8600
No log	3.6	72	0.7254	0.5567	0.7254	0.8517
No log	3.7	74	0.7104	0.5975	0.7104	0.8428
No log	3.8	76	0.7589	0.5679	0.7589	0.8712
No log	3.9	78	0.8777	0.54	0.8777	0.9369
No log	4.0	80	0.8536	0.5745	0.8536	0.9239
No log	4.1	82	0.7310	0.5679	0.7310	0.8550
No log	4.2	84	0.6623	0.5787	0.6623	0.8138
No log	4.3	86	0.6488	0.5787	0.6488	0.8055
No log	4.4	88	0.6538	0.5679	0.6538	0.8086
No log	4.5	90	0.6744	0.5668	0.6744	0.8212
No log	4.6	92	0.6773	0.5566	0.6773	0.8230
No log	4.7	94	0.6598	0.5877	0.6598	0.8123
No log	4.8	96	0.7016	0.5637	0.7016	0.8376
No log	4.9	98	0.7503	0.5355	0.7503	0.8662
No log	5.0	100	0.7854	0.5943	0.7854	0.8862
No log	5.1	102	0.6901	0.5699	0.6901	0.8307
No log	5.2	104	0.6705	0.5905	0.6705	0.8188
No log	5.3	106	0.6720	0.5909	0.6720	0.8198
No log	5.4	108	0.6789	0.5959	0.6789	0.8240
No log	5.5	110	0.6995	0.5621	0.6995	0.8363
No log	5.6	112	0.8016	0.6199	0.8016	0.8953
No log	5.7	114	0.9255	0.5072	0.9255	0.9620
No log	5.8	116	0.9529	0.5261	0.9529	0.9762
No log	5.9	118	0.8056	0.5355	0.8056	0.8976
No log	6.0	120	0.6885	0.5133	0.6885	0.8298
No log	6.1	122	0.6765	0.5133	0.6765	0.8225
No log	6.2	124	0.6759	0.5505	0.6759	0.8221
No log	6.3	126	0.6789	0.5998	0.6789	0.8240
No log	6.4	128	0.6895	0.5973	0.6895	0.8303
No log	6.5	130	0.6249	0.6335	0.6249	0.7905
No log	6.6	132	0.6378	0.6134	0.6378	0.7986
No log	6.7	134	0.6384	0.6134	0.6384	0.7990
No log	6.8	136	0.6356	0.6119	0.6356	0.7972
No log	6.9	138	0.7166	0.6217	0.7166	0.8465
No log	7.0	140	0.7738	0.6088	0.7738	0.8797
No log	7.1	142	0.6923	0.5993	0.6923	0.8321
No log	7.2	144	0.6739	0.6177	0.6739	0.8209
No log	7.3	146	0.6848	0.5796	0.6848	0.8275
No log	7.4	148	0.6765	0.6066	0.6765	0.8225
No log	7.5	150	0.6876	0.6315	0.6876	0.8292
No log	7.6	152	0.7155	0.5822	0.7155	0.8459
No log	7.7	154	0.7131	0.6199	0.7131	0.8445
No log	7.8	156	0.7177	0.5666	0.7177	0.8472
No log	7.9	158	0.7047	0.5666	0.7047	0.8395
No log	8.0	160	0.6962	0.5223	0.6962	0.8344
No log	8.1	162	0.6904	0.5752	0.6904	0.8309
No log	8.2	164	0.6844	0.5990	0.6844	0.8273
No log	8.3	166	0.6901	0.6018	0.6901	0.8307
No log	8.4	168	0.6587	0.5990	0.6587	0.8116
No log	8.5	170	0.6573	0.5366	0.6573	0.8107
No log	8.6	172	0.6563	0.5969	0.6563	0.8101
No log	8.7	174	0.7218	0.5912	0.7218	0.8496
No log	8.8	176	0.7224	0.5938	0.7224	0.8499
No log	8.9	178	0.6739	0.5558	0.6739	0.8209
No log	9.0	180	0.6672	0.5485	0.6672	0.8168
No log	9.1	182	0.6849	0.6003	0.6849	0.8276
No log	9.2	184	0.6899	0.6199	0.6899	0.8306
No log	9.3	186	0.6567	0.5866	0.6567	0.8104
No log	9.4	188	0.6334	0.6085	0.6334	0.7959
No log	9.5	190	0.6110	0.6374	0.6110	0.7816
No log	9.6	192	0.6263	0.7082	0.6263	0.7914
No log	9.7	194	0.7263	0.6916	0.7263	0.8522
No log	9.8	196	0.7384	0.6689	0.7384	0.8593
No log	9.9	198	0.6124	0.6758	0.6124	0.7826
No log	10.0	200	0.6026	0.6426	0.6026	0.7763
No log	10.1	202	0.6273	0.5650	0.6273	0.7920
No log	10.2	204	0.6420	0.5725	0.6420	0.8012
No log	10.3	206	0.6637	0.6025	0.6637	0.8147
No log	10.4	208	0.6864	0.6510	0.6864	0.8285
No log	10.5	210	0.7136	0.5909	0.7136	0.8448
No log	10.6	212	0.6974	0.5993	0.6974	0.8351
No log	10.7	214	0.6745	0.6482	0.6745	0.8213
No log	10.8	216	0.6826	0.6623	0.6826	0.8262
No log	10.9	218	0.6821	0.6102	0.6821	0.8259
No log	11.0	220	0.6751	0.6315	0.6751	0.8217
No log	11.1	222	0.7736	0.5666	0.7736	0.8795
No log	11.2	224	0.8212	0.6181	0.8212	0.9062
No log	11.3	226	0.6826	0.6099	0.6826	0.8262
No log	11.4	228	0.6156	0.5853	0.6156	0.7846
No log	11.5	230	0.6218	0.5736	0.6218	0.7885
No log	11.6	232	0.6343	0.5844	0.6343	0.7964
No log	11.7	234	0.6798	0.5833	0.6798	0.8245
No log	11.8	236	0.6735	0.5642	0.6735	0.8207
No log	11.9	238	0.6644	0.5121	0.6644	0.8151
No log	12.0	240	0.6624	0.5121	0.6624	0.8139
No log	12.1	242	0.6526	0.5121	0.6526	0.8079
No log	12.2	244	0.6288	0.5010	0.6288	0.7929
No log	12.3	246	0.6276	0.5626	0.6276	0.7922
No log	12.4	248	0.6551	0.6042	0.6551	0.8094
No log	12.5	250	0.6862	0.6410	0.6862	0.8284
No log	12.6	252	0.6559	0.6343	0.6559	0.8098
No log	12.7	254	0.6072	0.6003	0.6072	0.7792
No log	12.8	256	0.6068	0.6315	0.6068	0.7790
No log	12.9	258	0.6263	0.6167	0.6263	0.7914
No log	13.0	260	0.6823	0.6240	0.6823	0.8260
No log	13.1	262	0.6730	0.6240	0.6730	0.8203
No log	13.2	264	0.6315	0.6054	0.6315	0.7946
No log	13.3	266	0.6268	0.6065	0.6268	0.7917
No log	13.4	268	0.6415	0.6003	0.6415	0.8009
No log	13.5	270	0.6874	0.6240	0.6874	0.8291
No log	13.6	272	0.6883	0.6240	0.6883	0.8296
No log	13.7	274	0.6622	0.6082	0.6622	0.8137
No log	13.8	276	0.7127	0.6272	0.7127	0.8442
No log	13.9	278	0.8042	0.5463	0.8042	0.8968
No log	14.0	280	0.7600	0.6210	0.7600	0.8718
No log	14.1	282	0.6932	0.6051	0.6932	0.8326
No log	14.2	284	0.6689	0.5798	0.6689	0.8178
No log	14.3	286	0.6550	0.5869	0.6550	0.8093
No log	14.4	288	0.6399	0.5880	0.6399	0.7999
No log	14.5	290	0.6440	0.5855	0.6440	0.8025
No log	14.6	292	0.6674	0.5948	0.6674	0.8170
No log	14.7	294	0.6767	0.5948	0.6767	0.8226
No log	14.8	296	0.6531	0.5121	0.6531	0.8081
No log	14.9	298	0.6616	0.5040	0.6616	0.8134
No log	15.0	300	0.6817	0.4995	0.6817	0.8257
No log	15.1	302	0.6860	0.5107	0.6860	0.8282
No log	15.2	304	0.6741	0.5107	0.6741	0.8210
No log	15.3	306	0.6877	0.5774	0.6877	0.8293
No log	15.4	308	0.7119	0.6178	0.7119	0.8438
No log	15.5	310	0.6951	0.6178	0.6951	0.8337
No log	15.6	312	0.6331	0.5948	0.6331	0.7957
No log	15.7	314	0.6018	0.6259	0.6018	0.7758
No log	15.8	316	0.5973	0.6067	0.5973	0.7729
No log	15.9	318	0.6041	0.6003	0.6041	0.7772
No log	16.0	320	0.6477	0.6178	0.6477	0.8048
No log	16.1	322	0.6337	0.6272	0.6337	0.7961
No log	16.2	324	0.6188	0.5688	0.6188	0.7867
No log	16.3	326	0.6450	0.6272	0.6450	0.8031
No log	16.4	328	0.6324	0.6272	0.6324	0.7952
No log	16.5	330	0.6184	0.6249	0.6184	0.7864
No log	16.6	332	0.6046	0.6291	0.6046	0.7776
No log	16.7	334	0.6483	0.6272	0.6483	0.8052
No log	16.8	336	0.7535	0.6151	0.7535	0.8680
No log	16.9	338	0.7135	0.6151	0.7135	0.8447
No log	17.0	340	0.6122	0.6038	0.6122	0.7824
No log	17.1	342	0.6377	0.5804	0.6377	0.7985
No log	17.2	344	0.6368	0.5795	0.6368	0.7980
No log	17.3	346	0.6268	0.5990	0.6268	0.7917
No log	17.4	348	0.7150	0.6179	0.7150	0.8456
No log	17.5	350	0.8384	0.6181	0.8384	0.9156
No log	17.6	352	0.7413	0.6313	0.7413	0.8610
No log	17.7	354	0.6332	0.5866	0.6332	0.7957
No log	17.8	356	0.6234	0.6048	0.6234	0.7896
No log	17.9	358	0.6271	0.5752	0.6271	0.7919
No log	18.0	360	0.6819	0.6287	0.6819	0.8258
No log	18.1	362	0.6523	0.6109	0.6523	0.8076
No log	18.2	364	0.5992	0.6065	0.5992	0.7741
No log	18.3	366	0.6064	0.5399	0.6064	0.7787
No log	18.4	368	0.6000	0.6065	0.6000	0.7746
No log	18.5	370	0.6263	0.6137	0.6263	0.7914
No log	18.6	372	0.7050	0.6420	0.7050	0.8396
No log	18.7	374	0.6846	0.6240	0.6846	0.8274
No log	18.8	376	0.6631	0.6137	0.6631	0.8143
No log	18.9	378	0.6523	0.6137	0.6523	0.8077
No log	19.0	380	0.6213	0.5797	0.6213	0.7882
No log	19.1	382	0.6267	0.5809	0.6267	0.7917
No log	19.2	384	0.6425	0.5192	0.6425	0.8015
No log	19.3	386	0.6361	0.5261	0.6361	0.7976
No log	19.4	388	0.6637	0.6109	0.6637	0.8147
No log	19.5	390	0.6968	0.5799	0.6968	0.8348
No log	19.6	392	0.6649	0.6109	0.6649	0.8154
No log	19.7	394	0.6208	0.5785	0.6208	0.7879
No log	19.8	396	0.6188	0.5575	0.6188	0.7866
No log	19.9	398	0.6227	0.5796	0.6227	0.7891
No log	20.0	400	0.6216	0.5785	0.6216	0.7884
No log	20.1	402	0.6470	0.6167	0.6470	0.8044
No log	20.2	404	0.6527	0.6167	0.6527	0.8079
No log	20.3	406	0.6418	0.6199	0.6418	0.8012
No log	20.4	408	0.6497	0.6272	0.6497	0.8060
No log	20.5	410	0.6475	0.6240	0.6475	0.8047
No log	20.6	412	0.6539	0.6169	0.6539	0.8087
No log	20.7	414	0.6515	0.6512	0.6515	0.8071
No log	20.8	416	0.6578	0.6512	0.6578	0.8110
No log	20.9	418	0.6274	0.6374	0.6274	0.7921
No log	21.0	420	0.6270	0.6012	0.6270	0.7918
No log	21.1	422	0.6331	0.5855	0.6331	0.7957
No log	21.2	424	0.6540	0.6240	0.6540	0.8087
No log	21.3	426	0.7182	0.6071	0.7182	0.8475
No log	21.4	428	0.7017	0.6209	0.7017	0.8377
No log	21.5	430	0.6413	0.6240	0.6413	0.8008
No log	21.6	432	0.6104	0.6122	0.6104	0.7813
No log	21.7	434	0.6015	0.6664	0.6015	0.7755
No log	21.8	436	0.6051	0.6538	0.6051	0.7779
No log	21.9	438	0.6683	0.5948	0.6683	0.8175
No log	22.0	440	0.6920	0.6292	0.6920	0.8319
No log	22.1	442	0.6191	0.6296	0.6191	0.7868
No log	22.2	444	0.5801	0.6712	0.5801	0.7616
No log	22.3	446	0.5912	0.6215	0.5912	0.7689
No log	22.4	448	0.5838	0.6500	0.5838	0.7641
No log	22.5	450	0.6105	0.6352	0.6105	0.7813
No log	22.6	452	0.6863	0.6353	0.6863	0.8285
No log	22.7	454	0.6729	0.5998	0.6729	0.8203
No log	22.8	456	0.6179	0.6199	0.6179	0.7860
No log	22.9	458	0.6091	0.6539	0.6091	0.7805
No log	23.0	460	0.6083	0.6054	0.6083	0.7800
No log	23.1	462	0.6178	0.6165	0.6178	0.7860
No log	23.2	464	0.6457	0.5751	0.6457	0.8035
No log	23.3	466	0.6503	0.5729	0.6503	0.8064
No log	23.4	468	0.6489	0.5729	0.6489	0.8055
No log	23.5	470	0.6376	0.6118	0.6376	0.7985
No log	23.6	472	0.6250	0.6275	0.6250	0.7906
No log	23.7	474	0.6246	0.6297	0.6246	0.7903
No log	23.8	476	0.6510	0.5923	0.6510	0.8069
No log	23.9	478	0.6643	0.5718	0.6643	0.8151
No log	24.0	480	0.6768	0.5740	0.6768	0.8227
No log	24.1	482	0.6735	0.5572	0.6735	0.8207
No log	24.2	484	0.6568	0.5002	0.6568	0.8104
No log	24.3	486	0.6541	0.4947	0.6541	0.8088
No log	24.4	488	0.6376	0.5399	0.6376	0.7985
No log	24.5	490	0.6481	0.5869	0.6481	0.8051
No log	24.6	492	0.7255	0.6054	0.7255	0.8518
No log	24.7	494	0.7211	0.6179	0.7211	0.8492
No log	24.8	496	0.6834	0.5948	0.6834	0.8267
No log	24.9	498	0.6691	0.5688	0.6691	0.8180
0.2831	25.0	500	0.6886	0.5710	0.6886	0.8298
0.2831	25.1	502	0.7463	0.6157	0.7463	0.8639
0.2831	25.2	504	0.7844	0.5343	0.7844	0.8857
0.2831	25.3	506	0.7301	0.5998	0.7301	0.8545
0.2831	25.4	508	0.6376	0.6396	0.6376	0.7985
0.2831	25.5	510	0.6235	0.6325	0.6235	0.7896
0.2831	25.6	512	0.6263	0.5816	0.6263	0.7914
0.2831	25.7	514	0.6060	0.6614	0.6060	0.7785
0.2831	25.8	516	0.6167	0.6656	0.6167	0.7853
0.2831	25.9	518	0.6408	0.6008	0.6408	0.8005
0.2831	26.0	520	0.6374	0.6063	0.6374	0.7984
0.2831	26.1	522	0.6701	0.5964	0.6701	0.8186
0.2831	26.2	524	0.7011	0.5846	0.7011	0.8373
0.2831	26.3	526	0.6876	0.5872	0.6876	0.8292
0.2831	26.4	528	0.6403	0.5710	0.6403	0.8002
0.2831	26.5	530	0.6161	0.6073	0.6161	0.7849
0.2831	26.6	532	0.6100	0.6073	0.6100	0.7810
0.2831	26.7	534	0.6291	0.6199	0.6291	0.7932
0.2831	26.8	536	0.7331	0.5888	0.7331	0.8562
0.2831	26.9	538	0.8125	0.5790	0.8125	0.9014
0.2831	27.0	540	0.7696	0.6105	0.7696	0.8772
0.2831	27.1	542	0.6616	0.6109	0.6616	0.8134
0.2831	27.2	544	0.6032	0.6508	0.6032	0.7767
0.2831	27.3	546	0.5933	0.5833	0.5933	0.7703
0.2831	27.4	548	0.5929	0.6597	0.5929	0.7700
0.2831	27.5	550	0.6155	0.6063	0.6155	0.7845
0.2831	27.6	552	0.6658	0.5998	0.6658	0.8159
0.2831	27.7	554	0.7242	0.5666	0.7242	0.8510
0.2831	27.8	556	0.6987	0.5998	0.6987	0.8359
0.2831	27.9	558	0.6301	0.6352	0.6301	0.7938
0.2831	28.0	560	0.6084	0.6063	0.6084	0.7800
0.2831	28.1	562	0.6057	0.6187	0.6057	0.7783
0.2831	28.2	564	0.6362	0.6352	0.6362	0.7976
0.2831	28.3	566	0.6839	0.5998	0.6839	0.8270
0.2831	28.4	568	0.6724	0.5846	0.6724	0.8200
0.2831	28.5	570	0.6439	0.5359	0.6439	0.8024
0.2831	28.6	572	0.6402	0.5359	0.6402	0.8001
0.2831	28.7	574	0.6537	0.5763	0.6537	0.8085
0.2831	28.8	576	0.6966	0.5799	0.6966	0.8346
0.2831	28.9	578	0.6925	0.5799	0.6925	0.8321
0.2831	29.0	580	0.6633	0.5634	0.6633	0.8144
0.2831	29.1	582	0.6462	0.5565	0.6462	0.8039
0.2831	29.2	584	0.6462	0.5565	0.6462	0.8039
0.2831	29.3	586	0.6527	0.6157	0.6527	0.8079
0.2831	29.4	588	0.6612	0.6042	0.6612	0.8131
0.2831	29.5	590	0.6939	0.5799	0.6939	0.8330
0.2831	29.6	592	0.7139	0.5799	0.7139	0.8449
0.2831	29.7	594	0.6698	0.6042	0.6698	0.8184
0.2831	29.8	596	0.6096	0.5763	0.6096	0.7808
0.2831	29.9	598	0.6079	0.5498	0.6079	0.7797
0.2831	30.0	600	0.6250	0.5622	0.6250	0.7906
0.2831	30.1	602	0.6454	0.5017	0.6454	0.8034
0.2831	30.2	604	0.6695	0.5103	0.6695	0.8182
0.2831	30.3	606	0.7016	0.5799	0.7016	0.8376
0.2831	30.4	608	0.7139	0.5835	0.7139	0.8449
0.2831	30.5	610	0.6893	0.5898	0.6893	0.8302
0.2831	30.6	612	0.6372	0.5572	0.6372	0.7983
0.2831	30.7	614	0.6226	0.5402	0.6226	0.7890
0.2831	30.8	616	0.6146	0.5402	0.6146	0.7840
0.2831	30.9	618	0.6040	0.5735	0.6040	0.7772
0.2831	31.0	620	0.6165	0.5925	0.6165	0.7852
0.2831	31.1	622	0.6606	0.6042	0.6606	0.8127
0.2831	31.2	624	0.7125	0.5854	0.7125	0.8441
0.2831	31.3	626	0.7009	0.6151	0.7009	0.8372
0.2831	31.4	628	0.6319	0.6179	0.6319	0.7949
0.2831	31.5	630	0.5899	0.6249	0.5899	0.7680
0.2831	31.6	632	0.5780	0.6345	0.5780	0.7603
0.2831	31.7	634	0.5875	0.6380	0.5875	0.7665
0.2831	31.8	636	0.6064	0.5786	0.6064	0.7787
0.2831	31.9	638	0.6466	0.6053	0.6466	0.8041
0.2831	32.0	640	0.6704	0.6053	0.6704	0.8188
0.2831	32.1	642	0.7048	0.5864	0.7048	0.8395
0.2831	32.2	644	0.6800	0.6240	0.6800	0.8246
0.2831	32.3	646	0.6508	0.6167	0.6508	0.8067
0.2831	32.4	648	0.6467	0.6167	0.6467	0.8042
0.2831	32.5	650	0.6402	0.6352	0.6402	0.8001
0.2831	32.6	652	0.6343	0.6063	0.6343	0.7964
0.2831	32.7	654	0.6271	0.5786	0.6271	0.7919
0.2831	32.8	656	0.6202	0.5700	0.6202	0.7875
0.2831	32.9	658	0.6300	0.5810	0.6300	0.7937
0.2831	33.0	660	0.6666	0.6231	0.6666	0.8165
0.2831	33.1	662	0.7240	0.5777	0.7240	0.8509
0.2831	33.2	664	0.7307	0.5777	0.7307	0.8548
0.2831	33.3	666	0.6962	0.5810	0.6962	0.8344
0.2831	33.4	668	0.6395	0.5810	0.6395	0.7997
0.2831	33.5	670	0.6233	0.5261	0.6233	0.7895
0.2831	33.6	672	0.6233	0.5373	0.6233	0.7895
0.2831	33.7	674	0.6206	0.5247	0.6206	0.7878
0.2831	33.8	676	0.6322	0.5810	0.6322	0.7951
0.2831	33.9	678	0.6600	0.6199	0.6600	0.8124
0.2831	34.0	680	0.7258	0.5777	0.7258	0.8519
0.2831	34.1	682	0.7254	0.5888	0.7254	0.8517
0.2831	34.2	684	0.6821	0.6053	0.6821	0.8259
0.2831	34.3	686	0.6391	0.5359	0.6391	0.7994
0.2831	34.4	688	0.6357	0.5247	0.6357	0.7973
0.2831	34.5	690	0.6428	0.5247	0.6428	0.8017
0.2831	34.6	692	0.6555	0.5823	0.6555	0.8097
0.2831	34.7	694	0.6923	0.6231	0.6923	0.8321
0.2831	34.8	696	0.7206	0.5822	0.7206	0.8489
0.2831	34.9	698	0.7028	0.5938	0.7028	0.8384
0.2831	35.0	700	0.6770	0.6053	0.6770	0.8228
0.2831	35.1	702	0.6216	0.6199	0.6216	0.7884
0.2831	35.2	704	0.5862	0.5833	0.5862	0.7656
0.2831	35.3	706	0.5925	0.6174	0.5925	0.7697
0.2831	35.4	708	0.5884	0.6174	0.5884	0.7671
0.2831	35.5	710	0.5778	0.6380	0.5778	0.7601
0.2831	35.6	712	0.5928	0.5959	0.5928	0.7699
0.2831	35.7	714	0.6193	0.6167	0.6193	0.7870
0.2831	35.8	716	0.6252	0.6265	0.6252	0.7907
0.2831	35.9	718	0.6347	0.5823	0.6347	0.7967
0.2831	36.0	720	0.6412	0.6051	0.6412	0.8007
0.2831	36.1	722	0.6338	0.6265	0.6338	0.7961
0.2831	36.2	724	0.6348	0.6231	0.6348	0.7967
0.2831	36.3	726	0.6550	0.6053	0.6550	0.8093
0.2831	36.4	728	0.6627	0.6053	0.6627	0.8141
0.2831	36.5	730	0.6654	0.5846	0.6654	0.8157
0.2831	36.6	732	0.6422	0.6112	0.6422	0.8014
0.2831	36.7	734	0.6214	0.6154	0.6214	0.7883
0.2831	36.8	736	0.6051	0.6154	0.6051	0.7779
0.2831	36.9	738	0.5829	0.5710	0.5829	0.7635
0.2831	37.0	740	0.5712	0.6276	0.5712	0.7558
0.2831	37.1	742	0.5781	0.6092	0.5781	0.7603
0.2831	37.2	744	0.5749	0.6092	0.5749	0.7582
0.2831	37.3	746	0.5833	0.6122	0.5833	0.7637
0.2831	37.4	748	0.6018	0.6122	0.6018	0.7757
0.2831	37.5	750	0.6347	0.5823	0.6347	0.7967
0.2831	37.6	752	0.6691	0.5698	0.6691	0.8180
0.2831	37.7	754	0.6722	0.5605	0.6722	0.8198
0.2831	37.8	756	0.6609	0.5605	0.6609	0.8129
0.2831	37.9	758	0.6537	0.5823	0.6537	0.8085
0.2831	38.0	760	0.6475	0.5698	0.6475	0.8047
0.2831	38.1	762	0.6823	0.6127	0.6823	0.8260
0.2831	38.2	764	0.7113	0.5988	0.7113	0.8434
0.2831	38.3	766	0.7093	0.5988	0.7093	0.8422
0.2831	38.4	768	0.6752	0.6112	0.6752	0.8217
0.2831	38.5	770	0.6377	0.5710	0.6377	0.7986
0.2831	38.6	772	0.6250	0.5597	0.6250	0.7906
0.2831	38.7	774	0.6168	0.5597	0.6168	0.7854
0.2831	38.8	776	0.6077	0.5597	0.6077	0.7795
0.2831	38.9	778	0.6200	0.6154	0.6200	0.7874
0.2831	39.0	780	0.6475	0.6199	0.6475	0.8047
0.2831	39.1	782	0.6453	0.6122	0.6453	0.8033
0.2831	39.2	784	0.6236	0.5710	0.6236	0.7897
0.2831	39.3	786	0.6120	0.5710	0.6120	0.7823
0.2831	39.4	788	0.6079	0.5710	0.6079	0.7797
0.2831	39.5	790	0.6128	0.6092	0.6128	0.7828
0.2831	39.6	792	0.6080	0.6063	0.6080	0.7798
0.2831	39.7	794	0.6116	0.6063	0.6116	0.7821
0.2831	39.8	796	0.6047	0.6092	0.6047	0.7776
0.2831	39.9	798	0.5930	0.5577	0.5930	0.7701
0.2831	40.0	800	0.5899	0.5597	0.5899	0.7680
0.2831	40.1	802	0.5933	0.5597	0.5933	0.7703
0.2831	40.2	804	0.6098	0.5688	0.6098	0.7809
0.2831	40.3	806	0.6150	0.5688	0.6150	0.7842

Framework versions

• Transformers 4.44.2
• Pytorch 2.4.0+cu118
• Datasets 2.21.0
• Tokenizers 0.19.1