ArabicNewSplits8_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k17_task1_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: 0.7644
• Qwk: 0.5851
• Mse: 0.7644
• Rmse: 0.8743

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	0.0241	2	5.2045	-0.0281	5.2045	2.2813
No log	0.0482	4	3.0640	0.0736	3.0640	1.7504
No log	0.0723	6	2.0087	0.0487	2.0087	1.4173
No log	0.0964	8	1.5531	0.1297	1.5531	1.2462
No log	0.1205	10	1.2327	0.2197	1.2327	1.1103
No log	0.1446	12	1.4062	0.1938	1.4062	1.1858
No log	0.1687	14	1.8072	0.0998	1.8072	1.3443
No log	0.1928	16	1.5046	0.0708	1.5046	1.2266
No log	0.2169	18	1.2379	0.2719	1.2379	1.1126
No log	0.2410	20	1.1235	0.2121	1.1235	1.0599
No log	0.2651	22	1.1178	0.2005	1.1178	1.0572
No log	0.2892	24	1.1161	0.2433	1.1161	1.0565
No log	0.3133	26	1.0918	0.2401	1.0918	1.0449
No log	0.3373	28	1.0768	0.2696	1.0768	1.0377
No log	0.3614	30	1.2328	0.3030	1.2328	1.1103
No log	0.3855	32	1.3740	0.2005	1.3740	1.1722
No log	0.4096	34	1.1937	0.3541	1.1937	1.0926
No log	0.4337	36	0.9586	0.3833	0.9586	0.9791
No log	0.4578	38	0.9570	0.4271	0.9570	0.9783
No log	0.4819	40	0.9338	0.4525	0.9338	0.9663
No log	0.5060	42	0.9017	0.4901	0.9017	0.9496
No log	0.5301	44	0.9293	0.4383	0.9293	0.9640
No log	0.5542	46	0.9208	0.5531	0.9208	0.9596
No log	0.5783	48	0.9931	0.4774	0.9931	0.9965
No log	0.6024	50	1.0096	0.4412	1.0096	1.0048
No log	0.6265	52	0.9557	0.5049	0.9557	0.9776
No log	0.6506	54	0.9991	0.4491	0.9991	0.9996
No log	0.6747	56	1.0359	0.4063	1.0359	1.0178
No log	0.6988	58	1.1256	0.3595	1.1256	1.0609
No log	0.7229	60	1.2398	0.3491	1.2398	1.1135
No log	0.7470	62	1.2275	0.3557	1.2275	1.1079
No log	0.7711	64	1.1574	0.3386	1.1574	1.0758
No log	0.7952	66	1.3216	0.2384	1.3216	1.1496
No log	0.8193	68	1.4097	0.1973	1.4097	1.1873
No log	0.8434	70	1.1549	0.3441	1.1549	1.0747
No log	0.8675	72	0.9096	0.5079	0.9096	0.9537
No log	0.8916	74	0.9087	0.5063	0.9087	0.9533
No log	0.9157	76	0.9984	0.4545	0.9984	0.9992
No log	0.9398	78	1.1789	0.3607	1.1789	1.0858
No log	0.9639	80	1.1001	0.4745	1.1001	1.0488
No log	0.9880	82	0.8940	0.5309	0.8940	0.9455
No log	1.0120	84	0.8556	0.5838	0.8556	0.9250
No log	1.0361	86	1.0472	0.4830	1.0472	1.0233
No log	1.0602	88	1.1385	0.4354	1.1385	1.0670
No log	1.0843	90	0.9823	0.4870	0.9823	0.9911
No log	1.1084	92	0.8288	0.5524	0.8288	0.9104
No log	1.1325	94	0.8399	0.5311	0.8399	0.9164
No log	1.1566	96	0.8475	0.5436	0.8475	0.9206
No log	1.1807	98	1.0867	0.4767	1.0867	1.0424
No log	1.2048	100	1.0728	0.4586	1.0728	1.0358
No log	1.2289	102	0.8624	0.5639	0.8624	0.9287
No log	1.2530	104	0.8177	0.5750	0.8177	0.9043
No log	1.2771	106	0.8760	0.5576	0.8760	0.9360
No log	1.3012	108	1.0993	0.4171	1.0993	1.0485
No log	1.3253	110	1.2383	0.3116	1.2383	1.1128
No log	1.3494	112	1.0759	0.3538	1.0759	1.0372
No log	1.3735	114	0.8951	0.4495	0.8951	0.9461
No log	1.3976	116	0.8730	0.4681	0.8730	0.9343
No log	1.4217	118	0.8479	0.5099	0.8479	0.9208
No log	1.4458	120	0.8203	0.5099	0.8203	0.9057
No log	1.4699	122	0.7910	0.5102	0.7910	0.8894
No log	1.4940	124	0.9543	0.5770	0.9543	0.9769
No log	1.5181	126	0.9721	0.5718	0.9721	0.9860
No log	1.5422	128	0.8096	0.5671	0.8096	0.8998
No log	1.5663	130	0.7329	0.5943	0.7329	0.8561
No log	1.5904	132	0.8337	0.5609	0.8337	0.9130
No log	1.6145	134	0.8315	0.5497	0.8315	0.9118
No log	1.6386	136	0.7517	0.5506	0.7517	0.8670
No log	1.6627	138	0.8554	0.4983	0.8554	0.9249
No log	1.6867	140	0.8933	0.5176	0.8933	0.9451
No log	1.7108	142	0.7816	0.4966	0.7816	0.8841
No log	1.7349	144	0.7624	0.5308	0.7624	0.8732
No log	1.7590	146	0.8138	0.5728	0.8138	0.9021
No log	1.7831	148	0.8301	0.5944	0.8301	0.9111
No log	1.8072	150	0.8123	0.6013	0.8123	0.9013
No log	1.8313	152	0.8399	0.6088	0.8399	0.9165
No log	1.8554	154	0.9838	0.5669	0.9838	0.9919
No log	1.8795	156	1.2384	0.4232	1.2384	1.1128
No log	1.9036	158	1.1886	0.5007	1.1886	1.0902
No log	1.9277	160	0.8972	0.6281	0.8972	0.9472
No log	1.9518	162	0.7874	0.6834	0.7874	0.8874
No log	1.9759	164	0.8361	0.6283	0.8361	0.9144
No log	2.0	166	1.0125	0.5657	1.0125	1.0062
No log	2.0241	168	0.9694	0.5542	0.9694	0.9846
No log	2.0482	170	0.7904	0.5840	0.7904	0.8890
No log	2.0723	172	0.7330	0.5901	0.7330	0.8562
No log	2.0964	174	0.7410	0.5946	0.7410	0.8608
No log	2.1205	176	0.7499	0.5785	0.7499	0.8659
No log	2.1446	178	0.7644	0.5736	0.7644	0.8743
No log	2.1687	180	1.0604	0.5343	1.0604	1.0298
No log	2.1928	182	1.2669	0.4866	1.2669	1.1256
No log	2.2169	184	1.1541	0.5217	1.1541	1.0743
No log	2.2410	186	1.0348	0.5414	1.0348	1.0172
No log	2.2651	188	0.9938	0.5397	0.9938	0.9969
No log	2.2892	190	0.9888	0.5705	0.9888	0.9944
No log	2.3133	192	0.9011	0.5445	0.9011	0.9492
No log	2.3373	194	0.8861	0.5632	0.8861	0.9413
No log	2.3614	196	0.9365	0.5341	0.9365	0.9677
No log	2.3855	198	0.9132	0.4975	0.9132	0.9556
No log	2.4096	200	0.8755	0.5155	0.8755	0.9357
No log	2.4337	202	0.8589	0.6145	0.8589	0.9268
No log	2.4578	204	0.8752	0.6148	0.8752	0.9355
No log	2.4819	206	0.8393	0.6588	0.8393	0.9161
No log	2.5060	208	0.8751	0.6339	0.8751	0.9355
No log	2.5301	210	0.7715	0.6460	0.7715	0.8784
No log	2.5542	212	0.7423	0.6562	0.7423	0.8616
No log	2.5783	214	0.8038	0.6364	0.8038	0.8965
No log	2.6024	216	0.7357	0.6228	0.7357	0.8577
No log	2.6265	218	0.7024	0.5950	0.7024	0.8381
No log	2.6506	220	0.6948	0.5893	0.6948	0.8336
No log	2.6747	222	0.6863	0.5856	0.6863	0.8284
No log	2.6988	224	0.6989	0.5695	0.6989	0.8360
No log	2.7229	226	0.6673	0.5888	0.6673	0.8169
No log	2.7470	228	0.6607	0.6258	0.6607	0.8129
No log	2.7711	230	0.6651	0.6299	0.6651	0.8156
No log	2.7952	232	0.6315	0.6723	0.6315	0.7947
No log	2.8193	234	0.7019	0.6704	0.7019	0.8378
No log	2.8434	236	0.7335	0.6306	0.7335	0.8564
No log	2.8675	238	0.6908	0.6325	0.6908	0.8312
No log	2.8916	240	0.6880	0.6177	0.6880	0.8295
No log	2.9157	242	0.6946	0.6018	0.6946	0.8334
No log	2.9398	244	0.6895	0.6095	0.6895	0.8303
No log	2.9639	246	0.6886	0.6067	0.6886	0.8298
No log	2.9880	248	0.7313	0.6181	0.7313	0.8552
No log	3.0120	250	0.7931	0.6292	0.7931	0.8906
No log	3.0361	252	0.7455	0.6490	0.7455	0.8634
No log	3.0602	254	0.7738	0.6425	0.7738	0.8797
No log	3.0843	256	0.8633	0.6074	0.8633	0.9291
No log	3.1084	258	0.7883	0.6324	0.7883	0.8879
No log	3.1325	260	0.6983	0.6222	0.6983	0.8356
No log	3.1566	262	0.6903	0.6380	0.6903	0.8308
No log	3.1807	264	0.6859	0.6419	0.6859	0.8282
No log	3.2048	266	0.7079	0.6643	0.7079	0.8414
No log	3.2289	268	0.8228	0.625	0.8228	0.9071
No log	3.2530	270	0.8612	0.6111	0.8612	0.9280
No log	3.2771	272	0.7434	0.6722	0.7434	0.8622
No log	3.3012	274	0.7248	0.6869	0.7248	0.8513
No log	3.3253	276	0.7004	0.6683	0.7004	0.8369
No log	3.3494	278	0.6512	0.6411	0.6512	0.8070
No log	3.3735	280	0.6632	0.6207	0.6632	0.8144
No log	3.3976	282	0.6572	0.6207	0.6572	0.8107
No log	3.4217	284	0.6402	0.6386	0.6402	0.8001
No log	3.4458	286	0.7243	0.6646	0.7243	0.8510
No log	3.4699	288	0.7056	0.6951	0.7056	0.8400
No log	3.4940	290	0.6429	0.6800	0.6429	0.8018
No log	3.5181	292	0.6734	0.6665	0.6734	0.8206
No log	3.5422	294	0.6738	0.6547	0.6738	0.8209
No log	3.5663	296	0.6367	0.6783	0.6367	0.7979
No log	3.5904	298	0.7593	0.6209	0.7593	0.8714
No log	3.6145	300	0.8513	0.5930	0.8513	0.9227
No log	3.6386	302	0.7804	0.6125	0.7804	0.8834
No log	3.6627	304	0.6838	0.5813	0.6838	0.8269
No log	3.6867	306	0.6579	0.6145	0.6579	0.8111
No log	3.7108	308	0.6542	0.6607	0.6542	0.8088
No log	3.7349	310	0.6863	0.6325	0.6863	0.8284
No log	3.7590	312	0.7736	0.6075	0.7736	0.8795
No log	3.7831	314	0.7829	0.5946	0.7829	0.8848
No log	3.8072	316	0.7275	0.5697	0.7275	0.8529
No log	3.8313	318	0.6855	0.5329	0.6855	0.8280
No log	3.8554	320	0.6578	0.5809	0.6578	0.8110
No log	3.8795	322	0.6408	0.6391	0.6408	0.8005
No log	3.9036	324	0.6721	0.6675	0.6721	0.8198
No log	3.9277	326	0.6917	0.6626	0.6917	0.8317
No log	3.9518	328	0.6635	0.7030	0.6635	0.8146
No log	3.9759	330	0.6627	0.6931	0.6627	0.8141
No log	4.0	332	0.6427	0.6791	0.6427	0.8017
No log	4.0241	334	0.6469	0.6449	0.6469	0.8043
No log	4.0482	336	0.6691	0.6283	0.6691	0.8180
No log	4.0723	338	0.6550	0.6277	0.6550	0.8093
No log	4.0964	340	0.6551	0.6053	0.6551	0.8094
No log	4.1205	342	0.6882	0.6285	0.6882	0.8296
No log	4.1446	344	0.6665	0.6007	0.6665	0.8164
No log	4.1687	346	0.6601	0.6390	0.6601	0.8124
No log	4.1928	348	0.6766	0.6513	0.6766	0.8226
No log	4.2169	350	0.6539	0.6425	0.6539	0.8086
No log	4.2410	352	0.6522	0.6542	0.6522	0.8076
No log	4.2651	354	0.6538	0.6497	0.6538	0.8086
No log	4.2892	356	0.6492	0.5928	0.6492	0.8057
No log	4.3133	358	0.6521	0.5972	0.6521	0.8075
No log	4.3373	360	0.6644	0.6118	0.6644	0.8151
No log	4.3614	362	0.6495	0.6378	0.6495	0.8059
No log	4.3855	364	0.6661	0.6797	0.6661	0.8162
No log	4.4096	366	0.7466	0.6499	0.7466	0.8641
No log	4.4337	368	0.7430	0.6508	0.7430	0.8620
No log	4.4578	370	0.6625	0.6865	0.6625	0.8139
No log	4.4819	372	0.6895	0.7094	0.6895	0.8304
No log	4.5060	374	0.7184	0.6913	0.7184	0.8476
No log	4.5301	376	0.6691	0.6383	0.6691	0.8180
No log	4.5542	378	0.6477	0.6258	0.6477	0.8048
No log	4.5783	380	0.6646	0.6388	0.6646	0.8152
No log	4.6024	382	0.6430	0.6504	0.6430	0.8019
No log	4.6265	384	0.6703	0.6633	0.6703	0.8187
No log	4.6506	386	0.8246	0.6302	0.8246	0.9081
No log	4.6747	388	0.8855	0.5993	0.8855	0.9410
No log	4.6988	390	0.8086	0.6389	0.8086	0.8992
No log	4.7229	392	0.7446	0.7144	0.7446	0.8629
No log	4.7470	394	0.7595	0.7049	0.7595	0.8715
No log	4.7711	396	0.8860	0.6299	0.8860	0.9413
No log	4.7952	398	1.1447	0.4872	1.1447	1.0699
No log	4.8193	400	1.1445	0.4994	1.1445	1.0698
No log	4.8434	402	0.9594	0.5556	0.9594	0.9795
No log	4.8675	404	0.7795	0.6028	0.7795	0.8829
No log	4.8916	406	0.7098	0.6510	0.7098	0.8425
No log	4.9157	408	0.6996	0.6278	0.6996	0.8364
No log	4.9398	410	0.6965	0.6425	0.6965	0.8346
No log	4.9639	412	0.7378	0.6295	0.7378	0.8590
No log	4.9880	414	0.8269	0.6301	0.8269	0.9093
No log	5.0120	416	0.8667	0.6317	0.8667	0.9310
No log	5.0361	418	0.7899	0.6452	0.7899	0.8888
No log	5.0602	420	0.6758	0.6969	0.6758	0.8221
No log	5.0843	422	0.6534	0.6616	0.6534	0.8083
No log	5.1084	424	0.6609	0.6445	0.6609	0.8129
No log	5.1325	426	0.6589	0.6319	0.6589	0.8117
No log	5.1566	428	0.6950	0.5944	0.6950	0.8337
No log	5.1807	430	0.6976	0.6116	0.6976	0.8352
No log	5.2048	432	0.6746	0.6078	0.6746	0.8213
No log	5.2289	434	0.7029	0.6219	0.7029	0.8384
No log	5.2530	436	0.6936	0.6146	0.6936	0.8328
No log	5.2771	438	0.6811	0.6445	0.6811	0.8253
No log	5.3012	440	0.7126	0.6958	0.7126	0.8442
No log	5.3253	442	0.7105	0.6958	0.7105	0.8429
No log	5.3494	444	0.7363	0.6799	0.7363	0.8581
No log	5.3735	446	0.6935	0.6809	0.6935	0.8328
No log	5.3976	448	0.6565	0.6875	0.6565	0.8102
No log	5.4217	450	0.6534	0.6728	0.6534	0.8083
No log	5.4458	452	0.6990	0.6967	0.6990	0.8360
No log	5.4699	454	0.6987	0.6803	0.6987	0.8359
No log	5.4940	456	0.6544	0.6718	0.6544	0.8089
No log	5.5181	458	0.6908	0.6524	0.6908	0.8312
No log	5.5422	460	0.7768	0.6360	0.7768	0.8813
No log	5.5663	462	0.7934	0.6372	0.7934	0.8907
No log	5.5904	464	0.7084	0.6654	0.7084	0.8416
No log	5.6145	466	0.6528	0.7069	0.6528	0.8080
No log	5.6386	468	0.7711	0.6548	0.7711	0.8781
No log	5.6627	470	0.8875	0.5903	0.8875	0.9420
No log	5.6867	472	0.8448	0.6122	0.8448	0.9192
No log	5.7108	474	0.7268	0.6653	0.7268	0.8525
No log	5.7349	476	0.6637	0.6445	0.6637	0.8147
No log	5.7590	478	0.7670	0.6296	0.7670	0.8758
No log	5.7831	480	0.8760	0.6207	0.8760	0.9359
No log	5.8072	482	0.8643	0.6200	0.8643	0.9297
No log	5.8313	484	0.7909	0.6034	0.7909	0.8893
No log	5.8554	486	0.7117	0.5262	0.7117	0.8436
No log	5.8795	488	0.7180	0.5748	0.7180	0.8473
No log	5.9036	490	0.7533	0.5561	0.7533	0.8679
No log	5.9277	492	0.7600	0.5449	0.7600	0.8718
No log	5.9518	494	0.7430	0.4969	0.7430	0.8620
No log	5.9759	496	0.7402	0.5226	0.7402	0.8603
No log	6.0	498	0.7407	0.5677	0.7407	0.8606
0.4309	6.0241	500	0.7130	0.6167	0.7130	0.8444
0.4309	6.0482	502	0.6953	0.6486	0.6953	0.8338
0.4309	6.0723	504	0.6573	0.7063	0.6573	0.8107
0.4309	6.0964	506	0.6406	0.6689	0.6406	0.8003
0.4309	6.1205	508	0.6526	0.6635	0.6526	0.8078
0.4309	6.1446	510	0.6428	0.6797	0.6428	0.8017
0.4309	6.1687	512	0.6292	0.6658	0.6292	0.7932
0.4309	6.1928	514	0.6272	0.6590	0.6272	0.7920
0.4309	6.2169	516	0.6274	0.6870	0.6274	0.7921
0.4309	6.2410	518	0.6187	0.7023	0.6187	0.7866
0.4309	6.2651	520	0.7179	0.6828	0.7179	0.8473
0.4309	6.2892	522	0.7923	0.6495	0.7923	0.8901
0.4309	6.3133	524	0.7400	0.6623	0.7400	0.8603
0.4309	6.3373	526	0.8016	0.6551	0.8016	0.8953
0.4309	6.3614	528	0.8297	0.6173	0.8297	0.9109
0.4309	6.3855	530	0.8030	0.5998	0.8030	0.8961
0.4309	6.4096	532	0.7291	0.6194	0.7291	0.8539
0.4309	6.4337	534	0.6685	0.6496	0.6685	0.8176
0.4309	6.4578	536	0.6554	0.7008	0.6554	0.8096
0.4309	6.4819	538	0.6806	0.6863	0.6806	0.8250
0.4309	6.5060	540	0.7317	0.6886	0.7317	0.8554
0.4309	6.5301	542	0.7808	0.6439	0.7808	0.8837
0.4309	6.5542	544	0.8269	0.6088	0.8269	0.9093
0.4309	6.5783	546	0.9205	0.5375	0.9205	0.9594
0.4309	6.6024	548	0.8838	0.5484	0.8837	0.9401
0.4309	6.6265	550	0.8038	0.6156	0.8038	0.8966
0.4309	6.6506	552	0.8035	0.6297	0.8035	0.8964
0.4309	6.6747	554	0.8063	0.6472	0.8063	0.8979
0.4309	6.6988	556	0.8033	0.6297	0.8033	0.8963
0.4309	6.7229	558	0.8109	0.6223	0.8109	0.9005
0.4309	6.7470	560	0.8184	0.6091	0.8184	0.9047
0.4309	6.7711	562	0.7761	0.6154	0.7761	0.8810
0.4309	6.7952	564	0.7398	0.6537	0.7398	0.8601
0.4309	6.8193	566	0.6972	0.6864	0.6972	0.8350
0.4309	6.8434	568	0.6852	0.6657	0.6852	0.8278
0.4309	6.8675	570	0.6726	0.6794	0.6726	0.8201
0.4309	6.8916	572	0.6706	0.7245	0.6706	0.8189
0.4309	6.9157	574	0.7457	0.7007	0.7457	0.8635
0.4309	6.9398	576	0.8143	0.6467	0.8143	0.9024
0.4309	6.9639	578	0.7573	0.7011	0.7573	0.8702
0.4309	6.9880	580	0.6512	0.7384	0.6512	0.8070
0.4309	7.0120	582	0.6277	0.6689	0.6277	0.7923
0.4309	7.0361	584	0.6391	0.6709	0.6391	0.7994
0.4309	7.0602	586	0.6330	0.6731	0.6330	0.7956
0.4309	7.0843	588	0.6446	0.7244	0.6446	0.8028
0.4309	7.1084	590	0.7262	0.6939	0.7262	0.8522
0.4309	7.1325	592	0.7520	0.6969	0.7520	0.8672
0.4309	7.1566	594	0.7150	0.6854	0.7150	0.8455
0.4309	7.1807	596	0.7142	0.6874	0.7142	0.8451
0.4309	7.2048	598	0.6971	0.6942	0.6971	0.8349
0.4309	7.2289	600	0.6623	0.6571	0.6623	0.8138
0.4309	7.2530	602	0.6630	0.6407	0.6630	0.8143
0.4309	7.2771	604	0.6638	0.6316	0.6638	0.8148
0.4309	7.3012	606	0.6651	0.6484	0.6651	0.8156
0.4309	7.3253	608	0.6692	0.6714	0.6692	0.8180
0.4309	7.3494	610	0.7132	0.6823	0.7132	0.8445
0.4309	7.3735	612	0.7390	0.6827	0.7390	0.8597
0.4309	7.3976	614	0.6819	0.6932	0.6819	0.8258
0.4309	7.4217	616	0.6419	0.6914	0.6419	0.8012
0.4309	7.4458	618	0.6194	0.6838	0.6194	0.7870
0.4309	7.4699	620	0.6213	0.6875	0.6213	0.7882
0.4309	7.4940	622	0.6346	0.6540	0.6346	0.7966
0.4309	7.5181	624	0.6749	0.6464	0.6749	0.8215
0.4309	7.5422	626	0.6878	0.6464	0.6878	0.8293
0.4309	7.5663	628	0.6514	0.6584	0.6514	0.8071
0.4309	7.5904	630	0.6341	0.6715	0.6341	0.7963
0.4309	7.6145	632	0.6245	0.6804	0.6245	0.7902
0.4309	7.6386	634	0.6531	0.7009	0.6531	0.8081
0.4309	7.6627	636	0.6917	0.6997	0.6917	0.8317
0.4309	7.6867	638	0.6815	0.7042	0.6815	0.8255
0.4309	7.7108	640	0.6568	0.6819	0.6568	0.8104
0.4309	7.7349	642	0.6565	0.7183	0.6565	0.8102
0.4309	7.7590	644	0.6576	0.6939	0.6576	0.8109
0.4309	7.7831	646	0.6624	0.6572	0.6624	0.8139
0.4309	7.8072	648	0.6648	0.6730	0.6648	0.8154
0.4309	7.8313	650	0.6882	0.6731	0.6882	0.8296
0.4309	7.8554	652	0.7594	0.6554	0.7594	0.8715
0.4309	7.8795	654	0.7877	0.6494	0.7877	0.8875
0.4309	7.9036	656	0.7776	0.6475	0.7776	0.8818
0.4309	7.9277	658	0.7435	0.6505	0.7435	0.8623
0.4309	7.9518	660	0.7278	0.6505	0.7278	0.8531
0.4309	7.9759	662	0.7201	0.6465	0.7201	0.8486
0.4309	8.0	664	0.7500	0.6437	0.7500	0.8660
0.4309	8.0241	666	0.7429	0.6437	0.7429	0.8619
0.4309	8.0482	668	0.7554	0.6377	0.7554	0.8691
0.4309	8.0723	670	0.8035	0.6132	0.8035	0.8964
0.4309	8.0964	672	0.8504	0.6137	0.8504	0.9222
0.4309	8.1205	674	0.8087	0.6149	0.8087	0.8993
0.4309	8.1446	676	0.7750	0.6191	0.7750	0.8804
0.4309	8.1687	678	0.7925	0.6311	0.7925	0.8902
0.4309	8.1928	680	0.7870	0.6498	0.7870	0.8871
0.4309	8.2169	682	0.7946	0.6498	0.7946	0.8914
0.4309	8.2410	684	0.8069	0.6395	0.8069	0.8983
0.4309	8.2651	686	0.8050	0.6254	0.8050	0.8972
0.4309	8.2892	688	0.8007	0.6060	0.8007	0.8948
0.4309	8.3133	690	0.8002	0.6108	0.8002	0.8946
0.4309	8.3373	692	0.8466	0.6086	0.8466	0.9201
0.4309	8.3614	694	0.8420	0.6171	0.8420	0.9176
0.4309	8.3855	696	0.7657	0.6597	0.7657	0.8751
0.4309	8.4096	698	0.7550	0.6667	0.7550	0.8689
0.4309	8.4337	700	0.7502	0.6603	0.7502	0.8661
0.4309	8.4578	702	0.7385	0.6546	0.7385	0.8594
0.4309	8.4819	704	0.7385	0.6465	0.7385	0.8593
0.4309	8.5060	706	0.7688	0.5952	0.7688	0.8768
0.4309	8.5301	708	0.8017	0.5823	0.8017	0.8954
0.4309	8.5542	710	0.7802	0.5956	0.7802	0.8833
0.4309	8.5783	712	0.7664	0.6022	0.7664	0.8754
0.4309	8.6024	714	0.7644	0.5851	0.7644	0.8743

Framework versions

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