ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k8_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: 0.7621
• Qwk: 0.7595
• Mse: 0.7621
• Rmse: 0.8730

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	0.0333	2	6.6122	0.0188	6.6122	2.5714
No log	0.0667	4	4.7121	0.0620	4.7121	2.1707
No log	0.1	6	3.6001	0.1414	3.6001	1.8974
No log	0.1333	8	2.2749	0.1259	2.2749	1.5083
No log	0.1667	10	2.7062	-0.0930	2.7062	1.6451
No log	0.2	12	2.0391	0.0769	2.0391	1.4280
No log	0.2333	14	1.6890	0.1154	1.6890	1.2996
No log	0.2667	16	1.6009	0.2385	1.6009	1.2653
No log	0.3	18	1.6049	0.2222	1.6049	1.2668
No log	0.3333	20	1.6718	0.3036	1.6718	1.2930
No log	0.3667	22	1.6900	0.3363	1.6900	1.3000
No log	0.4	24	1.5601	0.2407	1.5601	1.2490
No log	0.4333	26	1.5646	0.1538	1.5646	1.2508
No log	0.4667	28	1.6646	0.0971	1.6646	1.2902
No log	0.5	30	1.6308	0.0971	1.6308	1.2770
No log	0.5333	32	1.5457	0.0971	1.5457	1.2433
No log	0.5667	34	1.4707	0.1165	1.4707	1.2127
No log	0.6	36	1.4656	0.2430	1.4656	1.2106
No log	0.6333	38	1.3432	0.2430	1.3432	1.1589
No log	0.6667	40	1.1578	0.2778	1.1578	1.0760
No log	0.7	42	1.0126	0.5254	1.0126	1.0063
No log	0.7333	44	0.9093	0.6457	0.9093	0.9536
No log	0.7667	46	0.8079	0.6565	0.8079	0.8989
No log	0.8	48	0.8251	0.6377	0.8251	0.9084
No log	0.8333	50	1.0345	0.5693	1.0345	1.0171
No log	0.8667	52	1.1175	0.5547	1.1175	1.0571
No log	0.9	54	1.0295	0.6087	1.0295	1.0146
No log	0.9333	56	0.8681	0.6667	0.8681	0.9317
No log	0.9667	58	0.7856	0.7310	0.7856	0.8864
No log	1.0	60	0.8049	0.6809	0.8049	0.8972
No log	1.0333	62	0.7903	0.7172	0.7903	0.8890
No log	1.0667	64	0.8552	0.6897	0.8552	0.9248
No log	1.1	66	0.7582	0.7517	0.7582	0.8708
No log	1.1333	68	0.6735	0.7397	0.6735	0.8207
No log	1.1667	70	0.6479	0.7619	0.6479	0.8049
No log	1.2	72	0.6665	0.7568	0.6665	0.8164
No log	1.2333	74	0.6451	0.7517	0.6451	0.8032
No log	1.2667	76	0.8051	0.7205	0.8051	0.8973
No log	1.3	78	1.1651	0.6125	1.1651	1.0794
No log	1.3333	80	0.9175	0.7030	0.9175	0.9579
No log	1.3667	82	0.5169	0.8	0.5169	0.7189
No log	1.4	84	0.7437	0.7574	0.7437	0.8624
No log	1.4333	86	1.3822	0.5902	1.3822	1.1757
No log	1.4667	88	1.4570	0.6032	1.4570	1.2071
No log	1.5	90	1.1774	0.64	1.1774	1.0851
No log	1.5333	92	0.6607	0.7547	0.6607	0.8128
No log	1.5667	94	0.5212	0.8108	0.5212	0.7219
No log	1.6	96	0.5179	0.8188	0.5179	0.7196
No log	1.6333	98	0.4579	0.8129	0.4579	0.6767
No log	1.6667	100	0.6056	0.775	0.6056	0.7782
No log	1.7	102	0.8514	0.6879	0.8514	0.9227
No log	1.7333	104	0.8736	0.6839	0.8736	0.9347
No log	1.7667	106	0.7794	0.7355	0.7794	0.8828
No log	1.8	108	0.7810	0.7170	0.7810	0.8837
No log	1.8333	110	0.7565	0.7624	0.7565	0.8698
No log	1.8667	112	0.6053	0.8114	0.6053	0.7780
No log	1.9	114	0.4933	0.8095	0.4933	0.7023
No log	1.9333	116	0.6161	0.7929	0.6161	0.7849
No log	1.9667	118	0.6666	0.8024	0.6666	0.8165
No log	2.0	120	0.5228	0.8049	0.5228	0.7230
No log	2.0333	122	0.5183	0.8344	0.5183	0.7199
No log	2.0667	124	0.7069	0.7273	0.7069	0.8408
No log	2.1	126	0.8476	0.7044	0.8476	0.9206
No log	2.1333	128	0.8135	0.6923	0.8135	0.9019
No log	2.1667	130	0.7937	0.7543	0.7937	0.8909
No log	2.2	132	0.7247	0.7586	0.7247	0.8513
No log	2.2333	134	0.6482	0.7976	0.6482	0.8051
No log	2.2667	136	0.4590	0.8293	0.4590	0.6775
No log	2.3	138	0.4533	0.8144	0.4533	0.6733
No log	2.3333	140	0.4511	0.8333	0.4511	0.6717
No log	2.3667	142	0.6346	0.8042	0.6346	0.7966
No log	2.4	144	0.7521	0.7914	0.7521	0.8672
No log	2.4333	146	0.6696	0.7711	0.6696	0.8183
No log	2.4667	148	0.5304	0.7871	0.5304	0.7283
No log	2.5	150	0.5054	0.8075	0.5054	0.7109
No log	2.5333	152	0.5425	0.7815	0.5425	0.7365
No log	2.5667	154	0.6696	0.7383	0.6696	0.8183
No log	2.6	156	0.7674	0.6755	0.7674	0.8760
No log	2.6333	158	0.7063	0.7297	0.7063	0.8404
No log	2.6667	160	0.6031	0.7671	0.6031	0.7766
No log	2.7	162	0.6015	0.7552	0.6015	0.7756
No log	2.7333	164	0.6030	0.7755	0.6030	0.7765
No log	2.7667	166	0.7288	0.7602	0.7288	0.8537
No log	2.8	168	0.7994	0.7753	0.7994	0.8941
No log	2.8333	170	0.6567	0.7933	0.6567	0.8104
No log	2.8667	172	0.6890	0.7933	0.6890	0.8301
No log	2.9	174	0.7799	0.7368	0.7799	0.8831
No log	2.9333	176	0.9028	0.6984	0.9028	0.9502
No log	2.9667	178	0.8679	0.7389	0.8679	0.9316
No log	3.0	180	0.5442	0.8649	0.5442	0.7377
No log	3.0333	182	0.4427	0.8228	0.4427	0.6654
No log	3.0667	184	0.4771	0.8153	0.4771	0.6907
No log	3.1	186	0.5259	0.825	0.5259	0.7252
No log	3.1333	188	0.6667	0.7407	0.6667	0.8165
No log	3.1667	190	0.7021	0.7619	0.7021	0.8379
No log	3.2	192	0.6649	0.7831	0.6649	0.8154
No log	3.2333	194	0.7458	0.7219	0.7458	0.8636
No log	3.2667	196	0.6870	0.8049	0.6870	0.8289
No log	3.3	198	0.7297	0.7152	0.7297	0.8542
No log	3.3333	200	0.8113	0.7108	0.8113	0.9007
No log	3.3667	202	0.7338	0.7237	0.7338	0.8566
No log	3.4	204	0.6522	0.7483	0.6522	0.8076
No log	3.4333	206	0.5825	0.7651	0.5825	0.7632
No log	3.4667	208	0.5295	0.8129	0.5295	0.7277
No log	3.5	210	0.5433	0.8075	0.5433	0.7371
No log	3.5333	212	0.6062	0.7816	0.6062	0.7786
No log	3.5667	214	0.7053	0.7650	0.7053	0.8398
No log	3.6	216	0.6163	0.7329	0.6163	0.7850
No log	3.6333	218	0.5356	0.7671	0.5356	0.7318
No log	3.6667	220	0.5572	0.8112	0.5572	0.7465
No log	3.7	222	0.5433	0.8194	0.5433	0.7371
No log	3.7333	224	0.5134	0.7973	0.5134	0.7165
No log	3.7667	226	0.5675	0.7285	0.5675	0.7533
No log	3.8	228	0.5394	0.7898	0.5394	0.7344
No log	3.8333	230	0.4612	0.8302	0.4612	0.6791
No log	3.8667	232	0.4672	0.8395	0.4672	0.6835
No log	3.9	234	0.4631	0.8375	0.4631	0.6805
No log	3.9333	236	0.5044	0.8077	0.5044	0.7102
No log	3.9667	238	0.5369	0.7792	0.5369	0.7327
No log	4.0	240	0.4825	0.8364	0.4825	0.6946
No log	4.0333	242	0.4706	0.8176	0.4706	0.6860
No log	4.0667	244	0.4939	0.8521	0.4939	0.7028
No log	4.1	246	0.5591	0.8045	0.5591	0.7477
No log	4.1333	248	0.6072	0.8	0.6072	0.7792
No log	4.1667	250	0.5910	0.7882	0.5910	0.7688
No log	4.2	252	0.4729	0.7925	0.4729	0.6877
No log	4.2333	254	0.4833	0.7922	0.4833	0.6952
No log	4.2667	256	0.4847	0.7843	0.4847	0.6962
No log	4.3	258	0.4912	0.7867	0.4912	0.7009
No log	4.3333	260	0.4885	0.7867	0.4885	0.6989
No log	4.3667	262	0.4900	0.7947	0.4900	0.7000
No log	4.4	264	0.5285	0.8075	0.5285	0.7270
No log	4.4333	266	0.5119	0.8070	0.5119	0.7155
No log	4.4667	268	0.4988	0.8256	0.4988	0.7063
No log	4.5	270	0.5423	0.8315	0.5423	0.7364
No log	4.5333	272	0.5968	0.8090	0.5968	0.7725
No log	4.5667	274	0.5193	0.8280	0.5193	0.7206
No log	4.6	276	0.5266	0.8280	0.5266	0.7257
No log	4.6333	278	0.6133	0.7898	0.6133	0.7831
No log	4.6667	280	0.6384	0.7564	0.6384	0.7990
No log	4.7	282	0.5823	0.7922	0.5823	0.7631
No log	4.7333	284	0.5456	0.8025	0.5456	0.7386
No log	4.7667	286	0.5662	0.7976	0.5662	0.7525
No log	4.8	288	0.5692	0.7907	0.5692	0.7544
No log	4.8333	290	0.5733	0.7853	0.5733	0.7572
No log	4.8667	292	0.5664	0.7742	0.5664	0.7526
No log	4.9	294	0.5535	0.7974	0.5535	0.7440
No log	4.9333	296	0.4910	0.8105	0.4910	0.7007
No log	4.9667	298	0.4868	0.8188	0.4868	0.6977
No log	5.0	300	0.4933	0.8	0.4933	0.7023
No log	5.0333	302	0.5293	0.7974	0.5293	0.7275
No log	5.0667	304	0.5595	0.8025	0.5595	0.7480
No log	5.1	306	0.5425	0.8101	0.5425	0.7366
No log	5.1333	308	0.6509	0.7561	0.6509	0.8068
No log	5.1667	310	0.6842	0.7515	0.6842	0.8272
No log	5.2	312	0.5863	0.7805	0.5863	0.7657
No log	5.2333	314	0.5219	0.8205	0.5219	0.7224
No log	5.2667	316	0.5281	0.8205	0.5281	0.7267
No log	5.3	318	0.5971	0.8047	0.5971	0.7727
No log	5.3333	320	0.6276	0.7953	0.6276	0.7922
No log	5.3667	322	0.6706	0.7882	0.6706	0.8189
No log	5.4	324	0.7168	0.7784	0.7168	0.8467
No log	5.4333	326	0.7692	0.7516	0.7692	0.8770
No log	5.4667	328	0.7790	0.7516	0.7790	0.8826
No log	5.5	330	0.7259	0.7722	0.7259	0.8520
No log	5.5333	332	0.6315	0.7821	0.6315	0.7947
No log	5.5667	334	0.6412	0.7643	0.6412	0.8007
No log	5.6	336	0.6293	0.7643	0.6293	0.7933
No log	5.6333	338	0.6231	0.7662	0.6231	0.7893
No log	5.6667	340	0.5911	0.7619	0.5911	0.7689
No log	5.7	342	0.5687	0.8163	0.5687	0.7541
No log	5.7333	344	0.5526	0.8027	0.5526	0.7434
No log	5.7667	346	0.5549	0.7778	0.5549	0.7449
No log	5.8	348	0.5232	0.8	0.5232	0.7233
No log	5.8333	350	0.5324	0.8	0.5324	0.7297
No log	5.8667	352	0.5763	0.7927	0.5763	0.7591
No log	5.9	354	0.6347	0.7692	0.6347	0.7967
No log	5.9333	356	0.5954	0.8	0.5954	0.7716
No log	5.9667	358	0.5905	0.7785	0.5905	0.7685
No log	6.0	360	0.5871	0.7703	0.5871	0.7662
No log	6.0333	362	0.5819	0.7483	0.5819	0.7628
No log	6.0667	364	0.5835	0.76	0.5835	0.7639
No log	6.1	366	0.5786	0.7712	0.5786	0.7607
No log	6.1333	368	0.6354	0.7702	0.6354	0.7971
No log	6.1667	370	0.5997	0.7702	0.5997	0.7744
No log	6.2	372	0.5179	0.8344	0.5179	0.7197
No log	6.2333	374	0.4531	0.8503	0.4531	0.6731
No log	6.2667	376	0.3971	0.8571	0.3971	0.6301
No log	6.3	378	0.4319	0.8387	0.4319	0.6572
No log	6.3333	380	0.5045	0.8344	0.5045	0.7103
No log	6.3667	382	0.6288	0.7568	0.6288	0.7930
No log	6.4	384	0.7272	0.7432	0.7272	0.8528
No log	6.4333	386	0.7131	0.7417	0.7131	0.8445
No log	6.4667	388	0.7292	0.7625	0.7292	0.8539
No log	6.5	390	0.6551	0.7879	0.6551	0.8094
No log	6.5333	392	0.5235	0.8272	0.5235	0.7235
No log	6.5667	394	0.5077	0.8212	0.5077	0.7125
No log	6.6	396	0.5098	0.8212	0.5098	0.7140
No log	6.6333	398	0.6067	0.7925	0.6067	0.7789
No log	6.6667	400	0.7908	0.725	0.7908	0.8893
No log	6.7	402	0.8038	0.7134	0.8038	0.8965
No log	6.7333	404	0.6910	0.7361	0.6910	0.8313
No log	6.7667	406	0.6625	0.7448	0.6625	0.8140
No log	6.8	408	0.6398	0.7361	0.6398	0.7999
No log	6.8333	410	0.6520	0.7361	0.6520	0.8075
No log	6.8667	412	0.6522	0.7361	0.6522	0.8076
No log	6.9	414	0.6314	0.76	0.6314	0.7946
No log	6.9333	416	0.6144	0.7417	0.6144	0.7838
No log	6.9667	418	0.5827	0.7632	0.5827	0.7633
No log	7.0	420	0.5677	0.7815	0.5677	0.7534
No log	7.0333	422	0.5148	0.8280	0.5148	0.7175
No log	7.0667	424	0.5136	0.8280	0.5136	0.7167
No log	7.1	426	0.5734	0.8176	0.5734	0.7572
No log	7.1333	428	0.7385	0.7425	0.7385	0.8594
No log	7.1667	430	0.7670	0.7425	0.7670	0.8758
No log	7.2	432	0.6512	0.8025	0.6512	0.8070
No log	7.2333	434	0.5852	0.8158	0.5852	0.7650
No log	7.2667	436	0.5704	0.8158	0.5704	0.7553
No log	7.3	438	0.6019	0.8228	0.6019	0.7758
No log	7.3333	440	0.6465	0.8049	0.6465	0.8040
No log	7.3667	442	0.6611	0.7952	0.6611	0.8131
No log	7.4	444	0.6211	0.825	0.6211	0.7881
No log	7.4333	446	0.5923	0.8158	0.5923	0.7696
No log	7.4667	448	0.6140	0.7891	0.6140	0.7836
No log	7.5	450	0.6458	0.7432	0.6458	0.8036
No log	7.5333	452	0.6320	0.7632	0.6320	0.7950
No log	7.5667	454	0.6423	0.7643	0.6423	0.8014
No log	7.6	456	0.6865	0.7673	0.6865	0.8286
No log	7.6333	458	0.6392	0.775	0.6392	0.7995
No log	7.6667	460	0.6171	0.8344	0.6171	0.7856
No log	7.7	462	0.6537	0.7683	0.6537	0.8085
No log	7.7333	464	0.7022	0.7456	0.7022	0.8380
No log	7.7667	466	0.6398	0.7879	0.6398	0.7999
No log	7.8	468	0.5763	0.8153	0.5763	0.7592
No log	7.8333	470	0.6019	0.8101	0.6019	0.7758
No log	7.8667	472	0.6262	0.7692	0.6262	0.7913
No log	7.9	474	0.6790	0.7516	0.6790	0.8240
No log	7.9333	476	0.7030	0.7436	0.7030	0.8384
No log	7.9667	478	0.6506	0.7333	0.6506	0.8066
No log	8.0	480	0.6030	0.7838	0.6030	0.7766
No log	8.0333	482	0.6015	0.7785	0.6015	0.7756
No log	8.0667	484	0.6116	0.7703	0.6116	0.7820
No log	8.1	486	0.6464	0.7222	0.6464	0.8040
No log	8.1333	488	0.7367	0.7436	0.7367	0.8583
No log	8.1667	490	0.8065	0.75	0.8065	0.8980
No log	8.2	492	0.7273	0.7403	0.7273	0.8528
No log	8.2333	494	0.6382	0.7821	0.6382	0.7989
No log	8.2667	496	0.5761	0.7651	0.5761	0.7590
No log	8.3	498	0.5565	0.7742	0.5565	0.7460
0.4359	8.3333	500	0.5191	0.7792	0.5191	0.7205
0.4359	8.3667	502	0.5216	0.8391	0.5216	0.7222
0.4359	8.4	504	0.6331	0.8211	0.6331	0.7957
0.4359	8.4333	506	0.7030	0.8187	0.7030	0.8384
0.4359	8.4667	508	0.6661	0.8023	0.6661	0.8162
0.4359	8.5	510	0.5677	0.8193	0.5677	0.7535
0.4359	8.5333	512	0.5143	0.8166	0.5143	0.7171
0.4359	8.5667	514	0.5531	0.8171	0.5531	0.7437
0.4359	8.6	516	0.5643	0.8098	0.5643	0.7512
0.4359	8.6333	518	0.5376	0.8050	0.5376	0.7332
0.4359	8.6667	520	0.5690	0.8077	0.5690	0.7543
0.4359	8.7	522	0.6182	0.8049	0.6182	0.7862
0.4359	8.7333	524	0.5900	0.8121	0.5900	0.7681
0.4359	8.7667	526	0.5342	0.8193	0.5342	0.7309
0.4359	8.8	528	0.5147	0.8293	0.5147	0.7174
0.4359	8.8333	530	0.5159	0.8395	0.5159	0.7183
0.4359	8.8667	532	0.5371	0.8105	0.5371	0.7329
0.4359	8.9	534	0.5643	0.8105	0.5643	0.7512
0.4359	8.9333	536	0.6038	0.8158	0.6038	0.7770
0.4359	8.9667	538	0.6046	0.8158	0.6046	0.7776
0.4359	9.0	540	0.6235	0.8052	0.6235	0.7896
0.4359	9.0333	542	0.6764	0.7516	0.6764	0.8225
0.4359	9.0667	544	0.6757	0.7172	0.6757	0.8220
0.4359	9.1	546	0.6560	0.7973	0.6560	0.8100
0.4359	9.1333	548	0.6364	0.7973	0.6364	0.7977
0.4359	9.1667	550	0.6433	0.7891	0.6433	0.8020
0.4359	9.2	552	0.6431	0.7973	0.6431	0.8019
0.4359	9.2333	554	0.6589	0.8	0.6589	0.8117
0.4359	9.2667	556	0.6571	0.8	0.6571	0.8106
0.4359	9.3	558	0.6393	0.8075	0.6393	0.7996
0.4359	9.3333	560	0.5981	0.8129	0.5981	0.7734
0.4359	9.3667	562	0.6075	0.8054	0.6075	0.7794
0.4359	9.4	564	0.6617	0.7467	0.6617	0.8134
0.4359	9.4333	566	0.7054	0.7595	0.7054	0.8399
0.4359	9.4667	568	0.6821	0.7595	0.6821	0.8259
0.4359	9.5	570	0.6208	0.7947	0.6208	0.7879
0.4359	9.5333	572	0.5922	0.8054	0.5922	0.7695
0.4359	9.5667	574	0.5832	0.8054	0.5832	0.7637
0.4359	9.6	576	0.6010	0.8129	0.6010	0.7752
0.4359	9.6333	578	0.5754	0.8129	0.5754	0.7585
0.4359	9.6667	580	0.5781	0.7808	0.5781	0.7603
0.4359	9.7	582	0.5763	0.7917	0.5763	0.7591
0.4359	9.7333	584	0.5573	0.7808	0.5573	0.7465
0.4359	9.7667	586	0.5757	0.8153	0.5757	0.7588
0.4359	9.8	588	0.6415	0.7692	0.6415	0.8009
0.4359	9.8333	590	0.6496	0.7582	0.6496	0.8060
0.4359	9.8667	592	0.6248	0.7755	0.6248	0.7905
0.4359	9.9	594	0.5898	0.8054	0.5898	0.7680
0.4359	9.9333	596	0.5931	0.7733	0.5931	0.7702
0.4359	9.9667	598	0.6221	0.8050	0.6221	0.7887
0.4359	10.0	600	0.6421	0.7702	0.6421	0.8013
0.4359	10.0333	602	0.5993	0.7853	0.5993	0.7741
0.4359	10.0667	604	0.5878	0.8125	0.5878	0.7667
0.4359	10.1	606	0.5703	0.8228	0.5703	0.7552
0.4359	10.1333	608	0.5286	0.7919	0.5286	0.7271
0.4359	10.1667	610	0.5171	0.7919	0.5171	0.7191
0.4359	10.2	612	0.5448	0.8105	0.5448	0.7381
0.4359	10.2333	614	0.6405	0.7848	0.6405	0.8003
0.4359	10.2667	616	0.6768	0.7643	0.6768	0.8227
0.4359	10.3	618	0.6105	0.8176	0.6105	0.7813
0.4359	10.3333	620	0.5625	0.7919	0.5625	0.7500
0.4359	10.3667	622	0.5654	0.7919	0.5654	0.7519
0.4359	10.4	624	0.5947	0.8052	0.5947	0.7711
0.4359	10.4333	626	0.6438	0.8	0.6438	0.8024
0.4359	10.4667	628	0.6392	0.8025	0.6392	0.7995
0.4359	10.5	630	0.6669	0.7891	0.6669	0.8166
0.4359	10.5333	632	0.6849	0.7891	0.6849	0.8276
0.4359	10.5667	634	0.6640	0.7843	0.6640	0.8149
0.4359	10.6	636	0.6319	0.76	0.6319	0.7949
0.4359	10.6333	638	0.6055	0.7662	0.6055	0.7781
0.4359	10.6667	640	0.5774	0.7703	0.5774	0.7599
0.4359	10.7	642	0.5536	0.7682	0.5536	0.7441
0.4359	10.7333	644	0.5853	0.7975	0.5853	0.7651
0.4359	10.7667	646	0.6086	0.8	0.6086	0.7801
0.4359	10.8	648	0.6051	0.7619	0.6051	0.7779
0.4359	10.8333	650	0.5866	0.7692	0.5866	0.7659
0.4359	10.8667	652	0.5753	0.75	0.5753	0.7585
0.4359	10.9	654	0.5702	0.7785	0.5702	0.7551
0.4359	10.9333	656	0.6173	0.8153	0.6173	0.7857
0.4359	10.9667	658	0.6434	0.8075	0.6434	0.8021
0.4359	11.0	660	0.6161	0.8144	0.6161	0.7850
0.4359	11.0333	662	0.6166	0.8144	0.6166	0.7852
0.4359	11.0667	664	0.6741	0.8072	0.6741	0.8211
0.4359	11.1	666	0.7335	0.7683	0.7335	0.8564
0.4359	11.1333	668	0.8229	0.725	0.8229	0.9071
0.4359	11.1667	670	0.8857	0.7	0.8857	0.9411
0.4359	11.2	672	0.8649	0.7	0.8649	0.9300
0.4359	11.2333	674	0.7621	0.7595	0.7621	0.8730

Framework versions

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