ArabicNewSplits8_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k10_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: 0.7669
• Qwk: 0.5949
• Mse: 0.7669
• Rmse: 0.8757

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	0.0392	2	5.3285	-0.0128	5.3285	2.3084
No log	0.0784	4	2.8951	0.0744	2.8951	1.7015
No log	0.1176	6	2.2651	-0.0383	2.2651	1.5050
No log	0.1569	8	1.6540	0.0936	1.6540	1.2861
No log	0.1961	10	1.2848	0.1588	1.2848	1.1335
No log	0.2353	12	1.1505	0.2580	1.1505	1.0726
No log	0.2745	14	1.3517	0.1595	1.3517	1.1626
No log	0.3137	16	2.0091	0.1068	2.0091	1.4174
No log	0.3529	18	2.1215	0.1323	2.1215	1.4565
No log	0.3922	20	2.5104	0.1173	2.5104	1.5844
No log	0.4314	22	2.4057	0.1527	2.4057	1.5510
No log	0.4706	24	1.4878	0.2944	1.4878	1.2198
No log	0.5098	26	0.9182	0.3567	0.9182	0.9582
No log	0.5490	28	0.9368	0.2974	0.9368	0.9679
No log	0.5882	30	0.8938	0.4342	0.8938	0.9454
No log	0.6275	32	0.8614	0.4771	0.8614	0.9281
No log	0.6667	34	0.8687	0.4751	0.8687	0.9320
No log	0.7059	36	0.9473	0.4564	0.9473	0.9733
No log	0.7451	38	0.9674	0.4433	0.9674	0.9836
No log	0.7843	40	0.9248	0.5100	0.9248	0.9616
No log	0.8235	42	1.1693	0.3806	1.1693	1.0813
No log	0.8627	44	1.0284	0.4614	1.0284	1.0141
No log	0.9020	46	0.8251	0.5750	0.8251	0.9083
No log	0.9412	48	0.7680	0.6502	0.7680	0.8763
No log	0.9804	50	0.8545	0.6168	0.8545	0.9244
No log	1.0196	52	0.9203	0.5838	0.9203	0.9593
No log	1.0588	54	0.7586	0.6781	0.7586	0.8710
No log	1.0980	56	0.7286	0.6908	0.7286	0.8536
No log	1.1373	58	0.9699	0.5552	0.9699	0.9848
No log	1.1765	60	1.2657	0.4403	1.2657	1.1250
No log	1.2157	62	1.1194	0.4942	1.1194	1.0580
No log	1.2549	64	1.1431	0.4134	1.1431	1.0692
No log	1.2941	66	1.1212	0.4668	1.1212	1.0589
No log	1.3333	68	1.0197	0.4867	1.0197	1.0098
No log	1.3725	70	1.0174	0.5256	1.0174	1.0087
No log	1.4118	72	1.0991	0.4769	1.0991	1.0484
No log	1.4510	74	1.2192	0.4222	1.2192	1.1042
No log	1.4902	76	1.1482	0.4333	1.1482	1.0715
No log	1.5294	78	1.1562	0.4096	1.1562	1.0753
No log	1.5686	80	1.1758	0.4434	1.1758	1.0844
No log	1.6078	82	0.9565	0.5944	0.9565	0.9780
No log	1.6471	84	0.7220	0.6713	0.7220	0.8497
No log	1.6863	86	0.8541	0.5579	0.8541	0.9242
No log	1.7255	88	0.7600	0.5592	0.7600	0.8718
No log	1.7647	90	0.7828	0.6684	0.7828	0.8848
No log	1.8039	92	0.9034	0.6313	0.9034	0.9505
No log	1.8431	94	0.6926	0.7073	0.6926	0.8322
No log	1.8824	96	0.6469	0.7152	0.6469	0.8043
No log	1.9216	98	0.6894	0.7306	0.6894	0.8303
No log	1.9608	100	0.6949	0.7349	0.6949	0.8336
No log	2.0	102	0.7578	0.7163	0.7578	0.8705
No log	2.0392	104	0.7622	0.7110	0.7622	0.8730
No log	2.0784	106	0.8247	0.6854	0.8247	0.9081
No log	2.1176	108	0.9674	0.6004	0.9674	0.9835
No log	2.1569	110	0.8190	0.6879	0.8190	0.9050
No log	2.1961	112	0.7758	0.6978	0.7758	0.8808
No log	2.2353	114	0.9044	0.6372	0.9044	0.9510
No log	2.2745	116	0.8756	0.6308	0.8756	0.9357
No log	2.3137	118	0.7344	0.7159	0.7344	0.8570
No log	2.3529	120	0.7096	0.7343	0.7096	0.8424
No log	2.3922	122	0.7402	0.6742	0.7402	0.8604
No log	2.4314	124	0.7157	0.6736	0.7157	0.8460
No log	2.4706	126	0.7093	0.6803	0.7093	0.8422
No log	2.5098	128	0.6824	0.6872	0.6824	0.8261
No log	2.5490	130	0.7289	0.6450	0.7289	0.8537
No log	2.5882	132	0.7813	0.6395	0.7813	0.8839
No log	2.6275	134	0.7701	0.6626	0.7701	0.8775
No log	2.6667	136	0.7392	0.6151	0.7392	0.8598
No log	2.7059	138	0.7573	0.6116	0.7573	0.8702
No log	2.7451	140	0.7850	0.6110	0.7850	0.8860
No log	2.7843	142	0.8126	0.6333	0.8126	0.9014
No log	2.8235	144	0.7815	0.6517	0.7815	0.8840
No log	2.8627	146	0.8353	0.6249	0.8353	0.9139
No log	2.9020	148	0.7913	0.6594	0.7913	0.8896
No log	2.9412	150	0.8112	0.6576	0.8112	0.9007
No log	2.9804	152	0.8999	0.6076	0.8999	0.9486
No log	3.0196	154	0.8757	0.6194	0.8757	0.9358
No log	3.0588	156	0.7858	0.6751	0.7858	0.8865
No log	3.0980	158	0.7312	0.7239	0.7312	0.8551
No log	3.1373	160	0.7279	0.7016	0.7279	0.8532
No log	3.1765	162	0.8031	0.6553	0.8031	0.8961
No log	3.2157	164	0.9895	0.6120	0.9895	0.9947
No log	3.2549	166	0.8541	0.6508	0.8541	0.9242
No log	3.2941	168	0.6998	0.5911	0.6998	0.8365
No log	3.3333	170	0.7496	0.6506	0.7496	0.8658
No log	3.3725	172	0.7546	0.6766	0.7546	0.8687
No log	3.4118	174	0.6954	0.7381	0.6954	0.8339
No log	3.4510	176	0.7661	0.6884	0.7661	0.8753
No log	3.4902	178	0.8604	0.6547	0.8604	0.9276
No log	3.5294	180	0.8205	0.6475	0.8205	0.9058
No log	3.5686	182	0.7663	0.6760	0.7663	0.8754
No log	3.6078	184	0.7061	0.7152	0.7061	0.8403
No log	3.6471	186	0.6715	0.7407	0.6715	0.8194
No log	3.6863	188	0.6913	0.7254	0.6913	0.8315
No log	3.7255	190	0.7312	0.6663	0.7312	0.8551
No log	3.7647	192	0.7542	0.6720	0.7542	0.8684
No log	3.8039	194	0.7944	0.6656	0.7944	0.8913
No log	3.8431	196	0.6956	0.7161	0.6956	0.8340
No log	3.8824	198	0.6909	0.7059	0.6909	0.8312
No log	3.9216	200	0.6909	0.7051	0.6909	0.8312
No log	3.9608	202	0.7054	0.7083	0.7054	0.8399
No log	4.0	204	0.6908	0.7052	0.6908	0.8311
No log	4.0392	206	0.6736	0.7066	0.6736	0.8208
No log	4.0784	208	0.6754	0.6946	0.6754	0.8219
No log	4.1176	210	0.7580	0.6741	0.7580	0.8706
No log	4.1569	212	0.7531	0.6874	0.7531	0.8678
No log	4.1961	214	0.6773	0.6936	0.6773	0.8230
No log	4.2353	216	0.6715	0.7100	0.6715	0.8194
No log	4.2745	218	0.7045	0.6563	0.7045	0.8394
No log	4.3137	220	0.8920	0.6061	0.8920	0.9444
No log	4.3529	222	1.0048	0.5743	1.0048	1.0024
No log	4.3922	224	0.8567	0.6091	0.8567	0.9256
No log	4.4314	226	0.6878	0.7129	0.6878	0.8293
No log	4.4706	228	0.6621	0.7137	0.6621	0.8137
No log	4.5098	230	0.6674	0.6980	0.6674	0.8170
No log	4.5490	232	0.6814	0.7269	0.6814	0.8255
No log	4.5882	234	0.7284	0.6546	0.7284	0.8535
No log	4.6275	236	0.8135	0.6233	0.8135	0.9020
No log	4.6667	238	0.8165	0.6292	0.8165	0.9036
No log	4.7059	240	0.7004	0.6270	0.7004	0.8369
No log	4.7451	242	0.6769	0.6298	0.6769	0.8228
No log	4.7843	244	0.7541	0.5800	0.7541	0.8684
No log	4.8235	246	0.6925	0.6009	0.6925	0.8322
No log	4.8627	248	0.6294	0.7212	0.6294	0.7933
No log	4.9020	250	0.7022	0.6799	0.7022	0.8380
No log	4.9412	252	0.6869	0.6993	0.6869	0.8288
No log	4.9804	254	0.6330	0.7011	0.6330	0.7956
No log	5.0196	256	0.6507	0.7266	0.6507	0.8067
No log	5.0588	258	0.6497	0.7281	0.6497	0.8060
No log	5.0980	260	0.6680	0.7443	0.6680	0.8173
No log	5.1373	262	0.6923	0.7316	0.6923	0.8320
No log	5.1765	264	0.7085	0.7148	0.7085	0.8417
No log	5.2157	266	0.6925	0.7018	0.6925	0.8321
No log	5.2549	268	0.6728	0.7109	0.6728	0.8202
No log	5.2941	270	0.6639	0.6766	0.6639	0.8148
No log	5.3333	272	0.6658	0.6308	0.6658	0.8160
No log	5.3725	274	0.6731	0.6330	0.6731	0.8204
No log	5.4118	276	0.6984	0.6612	0.6984	0.8357
No log	5.4510	278	0.6677	0.6556	0.6677	0.8171
No log	5.4902	280	0.6321	0.6856	0.6321	0.7951
No log	5.5294	282	0.6439	0.6752	0.6439	0.8024
No log	5.5686	284	0.6275	0.7061	0.6275	0.7922
No log	5.6078	286	0.6345	0.7114	0.6345	0.7965
No log	5.6471	288	0.6521	0.7206	0.6521	0.8076
No log	5.6863	290	0.6563	0.7312	0.6563	0.8101
No log	5.7255	292	0.6657	0.7049	0.6657	0.8159
No log	5.7647	294	0.6963	0.6892	0.6963	0.8345
No log	5.8039	296	0.7814	0.6627	0.7814	0.8840
No log	5.8431	298	0.8277	0.6572	0.8277	0.9098
No log	5.8824	300	0.8787	0.6001	0.8787	0.9374
No log	5.9216	302	0.8652	0.6267	0.8652	0.9302
No log	5.9608	304	0.8331	0.6426	0.8331	0.9127
No log	6.0	306	0.9184	0.6139	0.9184	0.9583
No log	6.0392	308	1.0360	0.5497	1.0360	1.0178
No log	6.0784	310	0.9224	0.6281	0.9224	0.9604
No log	6.1176	312	0.7850	0.6719	0.7850	0.8860
No log	6.1569	314	0.7088	0.6905	0.7088	0.8419
No log	6.1961	316	0.7014	0.6343	0.7014	0.8375
No log	6.2353	318	0.7015	0.6259	0.7015	0.8376
No log	6.2745	320	0.7765	0.6317	0.7765	0.8812
No log	6.3137	322	0.8472	0.5771	0.8472	0.9205
No log	6.3529	324	0.8038	0.6040	0.8038	0.8966
No log	6.3922	326	0.7288	0.6443	0.7288	0.8537
No log	6.4314	328	0.6849	0.6438	0.6849	0.8276
No log	6.4706	330	0.6858	0.7004	0.6858	0.8282
No log	6.5098	332	0.7077	0.6808	0.7077	0.8412
No log	6.5490	334	0.7581	0.6895	0.7581	0.8707
No log	6.5882	336	0.7176	0.6935	0.7176	0.8471
No log	6.6275	338	0.6571	0.7339	0.6571	0.8106
No log	6.6667	340	0.6445	0.7300	0.6445	0.8028
No log	6.7059	342	0.6416	0.7339	0.6416	0.8010
No log	6.7451	344	0.6676	0.6976	0.6676	0.8171
No log	6.7843	346	0.7325	0.7005	0.7325	0.8559
No log	6.8235	348	0.7378	0.7320	0.7378	0.8590
No log	6.8627	350	0.7414	0.7274	0.7414	0.8611
No log	6.9020	352	0.7312	0.7222	0.7312	0.8551
No log	6.9412	354	0.7129	0.7163	0.7129	0.8443
No log	6.9804	356	0.6767	0.7298	0.6767	0.8226
No log	7.0196	358	0.6636	0.7149	0.6636	0.8146
No log	7.0588	360	0.6554	0.7065	0.6554	0.8096
No log	7.0980	362	0.6433	0.7193	0.6433	0.8020
No log	7.1373	364	0.6493	0.7328	0.6493	0.8058
No log	7.1765	366	0.6320	0.7479	0.6320	0.7950
No log	7.2157	368	0.6158	0.7383	0.6158	0.7847
No log	7.2549	370	0.6274	0.7252	0.6274	0.7921
No log	7.2941	372	0.6673	0.6999	0.6673	0.8169
No log	7.3333	374	0.6601	0.6984	0.6601	0.8125
No log	7.3725	376	0.6429	0.7273	0.6429	0.8018
No log	7.4118	378	0.6348	0.7221	0.6348	0.7967
No log	7.4510	380	0.6363	0.7110	0.6363	0.7977
No log	7.4902	382	0.6378	0.6790	0.6378	0.7986
No log	7.5294	384	0.6530	0.6760	0.6530	0.8081
No log	7.5686	386	0.6408	0.7029	0.6408	0.8005
No log	7.6078	388	0.6662	0.6832	0.6662	0.8162
No log	7.6471	390	0.6917	0.6664	0.6917	0.8317
No log	7.6863	392	0.6445	0.6956	0.6445	0.8028
No log	7.7255	394	0.6643	0.6976	0.6643	0.8151
No log	7.7647	396	0.7178	0.6796	0.7178	0.8472
No log	7.8039	398	0.6992	0.6921	0.6992	0.8362
No log	7.8431	400	0.6963	0.6936	0.6963	0.8345
No log	7.8824	402	0.6681	0.6733	0.6681	0.8174
No log	7.9216	404	0.6685	0.6756	0.6685	0.8176
No log	7.9608	406	0.6603	0.6241	0.6603	0.8126
No log	8.0	408	0.6667	0.6448	0.6667	0.8165
No log	8.0392	410	0.6649	0.6702	0.6649	0.8154
No log	8.0784	412	0.6502	0.6948	0.6502	0.8063
No log	8.1176	414	0.6520	0.7049	0.6520	0.8074
No log	8.1569	416	0.6536	0.7129	0.6536	0.8085
No log	8.1961	418	0.6717	0.7075	0.6717	0.8196
No log	8.2353	420	0.6616	0.6816	0.6616	0.8134
No log	8.2745	422	0.6516	0.6703	0.6516	0.8072
No log	8.3137	424	0.6554	0.6485	0.6554	0.8095
No log	8.3529	426	0.6599	0.6586	0.6599	0.8123
No log	8.3922	428	0.6440	0.6816	0.6440	0.8025
No log	8.4314	430	0.6147	0.6748	0.6147	0.7840
No log	8.4706	432	0.6362	0.6655	0.6362	0.7976
No log	8.5098	434	0.6521	0.6738	0.6521	0.8076
No log	8.5490	436	0.6662	0.6618	0.6662	0.8162
No log	8.5882	438	0.6101	0.6781	0.6101	0.7811
No log	8.6275	440	0.6364	0.7176	0.6364	0.7978
No log	8.6667	442	0.6626	0.7370	0.6626	0.8140
No log	8.7059	444	0.6227	0.7025	0.6227	0.7891
No log	8.7451	446	0.6295	0.7019	0.6295	0.7934
No log	8.7843	448	0.6583	0.6711	0.6583	0.8114
No log	8.8235	450	0.6512	0.6684	0.6512	0.8070
No log	8.8627	452	0.6354	0.6689	0.6354	0.7971
No log	8.9020	454	0.6575	0.6884	0.6575	0.8108
No log	8.9412	456	0.7300	0.6646	0.7300	0.8544
No log	8.9804	458	0.7549	0.6646	0.7549	0.8689
No log	9.0196	460	0.7299	0.6713	0.7299	0.8543
No log	9.0588	462	0.6702	0.6759	0.6702	0.8187
No log	9.0980	464	0.6703	0.6669	0.6703	0.8187
No log	9.1373	466	0.6862	0.6437	0.6862	0.8284
No log	9.1765	468	0.7253	0.6626	0.7253	0.8517
No log	9.2157	470	0.7887	0.6647	0.7887	0.8881
No log	9.2549	472	0.7896	0.6647	0.7896	0.8886
No log	9.2941	474	0.7247	0.6291	0.7247	0.8513
No log	9.3333	476	0.6811	0.6280	0.6811	0.8253
No log	9.3725	478	0.6958	0.6455	0.6958	0.8342
No log	9.4118	480	0.6847	0.6474	0.6847	0.8275
No log	9.4510	482	0.6862	0.6602	0.6862	0.8284
No log	9.4902	484	0.6938	0.6986	0.6938	0.8329
No log	9.5294	486	0.6990	0.6896	0.6990	0.8361
No log	9.5686	488	0.6974	0.6851	0.6974	0.8351
No log	9.6078	490	0.6879	0.6679	0.6879	0.8294
No log	9.6471	492	0.6779	0.6343	0.6779	0.8234
No log	9.6863	494	0.6927	0.5700	0.6927	0.8323
No log	9.7255	496	0.7232	0.6052	0.7232	0.8504
No log	9.7647	498	0.7029	0.6052	0.7029	0.8384
0.3718	9.8039	500	0.6516	0.6181	0.6516	0.8072
0.3718	9.8431	502	0.6385	0.6752	0.6385	0.7991
0.3718	9.8824	504	0.6638	0.6728	0.6638	0.8147
0.3718	9.9216	506	0.6627	0.7036	0.6627	0.8141
0.3718	9.9608	508	0.6538	0.7276	0.6538	0.8086
0.3718	10.0	510	0.6678	0.6904	0.6678	0.8172
0.3718	10.0392	512	0.6586	0.6961	0.6586	0.8115
0.3718	10.0784	514	0.6470	0.6952	0.6470	0.8044
0.3718	10.1176	516	0.6499	0.6791	0.6499	0.8062
0.3718	10.1569	518	0.6597	0.6261	0.6597	0.8122
0.3718	10.1961	520	0.7226	0.6766	0.7226	0.8500
0.3718	10.2353	522	0.7749	0.6447	0.7749	0.8803
0.3718	10.2745	524	0.7627	0.6617	0.7627	0.8733
0.3718	10.3137	526	0.6962	0.6791	0.6962	0.8344
0.3718	10.3529	528	0.6562	0.6869	0.6562	0.8100
0.3718	10.3922	530	0.6668	0.7047	0.6668	0.8166
0.3718	10.4314	532	0.6985	0.6985	0.6985	0.8358
0.3718	10.4706	534	0.6869	0.7106	0.6869	0.8288
0.3718	10.5098	536	0.6530	0.7106	0.6530	0.8081
0.3718	10.5490	538	0.6301	0.7215	0.6301	0.7938
0.3718	10.5882	540	0.6277	0.6839	0.6277	0.7922
0.3718	10.6275	542	0.6508	0.6704	0.6508	0.8067
0.3718	10.6667	544	0.6634	0.6262	0.6634	0.8145
0.3718	10.7059	546	0.6777	0.6062	0.6777	0.8232
0.3718	10.7451	548	0.6671	0.6204	0.6671	0.8168
0.3718	10.7843	550	0.6559	0.6175	0.6559	0.8099
0.3718	10.8235	552	0.6645	0.6399	0.6645	0.8152
0.3718	10.8627	554	0.6636	0.6540	0.6636	0.8146
0.3718	10.9020	556	0.6539	0.6581	0.6539	0.8086
0.3718	10.9412	558	0.7190	0.6537	0.7190	0.8480
0.3718	10.9804	560	0.8795	0.6454	0.8795	0.9378
0.3718	11.0196	562	0.9935	0.5907	0.9935	0.9967
0.3718	11.0588	564	1.0230	0.5807	1.0230	1.0115
0.3718	11.0980	566	0.9675	0.6074	0.9675	0.9836
0.3718	11.1373	568	0.8449	0.6053	0.8449	0.9192
0.3718	11.1765	570	0.7339	0.6684	0.7339	0.8567
0.3718	11.2157	572	0.7105	0.6547	0.7105	0.8429
0.3718	11.2549	574	0.7215	0.6683	0.7215	0.8494
0.3718	11.2941	576	0.7815	0.6385	0.7815	0.8840
0.3718	11.3333	578	0.8427	0.6547	0.8427	0.9180
0.3718	11.3725	580	0.9493	0.6331	0.9493	0.9743
0.3718	11.4118	582	0.9369	0.6331	0.9369	0.9679
0.3718	11.4510	584	0.8067	0.6376	0.8067	0.8982
0.3718	11.4902	586	0.6457	0.7295	0.6457	0.8036
0.3718	11.5294	588	0.6113	0.7101	0.6113	0.7819
0.3718	11.5686	590	0.6144	0.7243	0.6144	0.7838
0.3718	11.6078	592	0.6130	0.7049	0.6130	0.7830
0.3718	11.6471	594	0.6071	0.6638	0.6071	0.7792
0.3718	11.6863	596	0.6038	0.6606	0.6038	0.7770
0.3718	11.7255	598	0.6313	0.6369	0.6313	0.7946
0.3718	11.7647	600	0.6315	0.6544	0.6315	0.7947
0.3718	11.8039	602	0.5962	0.6811	0.5962	0.7722
0.3718	11.8431	604	0.5965	0.7261	0.5965	0.7724
0.3718	11.8824	606	0.6048	0.7151	0.6048	0.7777
0.3718	11.9216	608	0.5910	0.7198	0.5910	0.7687
0.3718	11.9608	610	0.6053	0.6988	0.6053	0.7780
0.3718	12.0	612	0.6516	0.6351	0.6516	0.8072
0.3718	12.0392	614	0.6509	0.6503	0.6509	0.8068
0.3718	12.0784	616	0.6268	0.6472	0.6268	0.7917
0.3718	12.1176	618	0.6388	0.6898	0.6388	0.7993
0.3718	12.1569	620	0.7023	0.6477	0.7023	0.8381
0.3718	12.1961	622	0.7090	0.6557	0.7090	0.8420
0.3718	12.2353	624	0.6749	0.6852	0.6749	0.8215
0.3718	12.2745	626	0.6228	0.7358	0.6228	0.7892
0.3718	12.3137	628	0.5981	0.7499	0.5981	0.7733
0.3718	12.3529	630	0.5972	0.7786	0.5972	0.7728
0.3718	12.3922	632	0.6243	0.7209	0.6243	0.7901
0.3718	12.4314	634	0.6611	0.7002	0.6611	0.8131
0.3718	12.4706	636	0.7021	0.6818	0.7021	0.8379
0.3718	12.5098	638	0.7381	0.6579	0.7381	0.8591
0.3718	12.5490	640	0.7915	0.6383	0.7915	0.8897
0.3718	12.5882	642	0.8488	0.6151	0.8488	0.9213
0.3718	12.6275	644	0.8248	0.6156	0.8248	0.9082
0.3718	12.6667	646	0.7224	0.6295	0.7224	0.8499
0.3718	12.7059	648	0.6718	0.6861	0.6718	0.8196
0.3718	12.7451	650	0.6677	0.6767	0.6677	0.8171
0.3718	12.7843	652	0.6667	0.6705	0.6667	0.8165
0.3718	12.8235	654	0.6736	0.6550	0.6736	0.8208
0.3718	12.8627	656	0.6868	0.6529	0.6868	0.8287
0.3718	12.9020	658	0.7399	0.6284	0.7399	0.8602
0.3718	12.9412	660	0.8042	0.6322	0.8042	0.8968
0.3718	12.9804	662	0.9045	0.6008	0.9045	0.9511
0.3718	13.0196	664	0.9379	0.5922	0.9379	0.9685
0.3718	13.0588	666	0.8715	0.6132	0.8715	0.9335
0.3718	13.0980	668	0.7858	0.6115	0.7858	0.8865
0.3718	13.1373	670	0.7669	0.5949	0.7669	0.8757

Framework versions

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