atlasia/Sfaya-BBACda-W

Sfaya-BBACda-v2-weighted-classes

This model is a fine-tuned version of CAMeL-Lab/bert-base-arabic-camelbert-da on an unknown dataset. It achieves the following results on the evaluation set:

• Loss: 0.3611
• Accuracy: 0.9758

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: 5e-05
• train_batch_size: 32
• eval_batch_size: 32
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• lr_scheduler_warmup_steps: 200
• num_epochs: 60

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy
1.8098	0.0980	100	1.0256	0.7788
0.9695	0.1961	200	0.6004	0.8848
0.6978	0.2941	300	0.4767	0.8939
0.5732	0.3922	400	0.4154	0.9182
0.5346	0.4902	500	0.3745	0.9212
0.4953	0.5882	600	0.3127	0.9182
0.4508	0.6863	700	0.2751	0.9333
0.4883	0.7843	800	0.2830	0.9394
0.4059	0.8824	900	0.2509	0.9545
0.416	0.9804	1000	0.2827	0.9485
0.2798	1.0784	1100	0.2655	0.9424
0.2731	1.1765	1200	0.2807	0.9515
0.2108	1.2745	1300	0.3371	0.9455
0.2309	1.3725	1400	0.2757	0.9455
0.2658	1.4706	1500	0.3675	0.9364
0.2431	1.5686	1600	0.2952	0.9485
0.2677	1.6667	1700	0.2904	0.9455
0.277	1.7647	1800	0.3725	0.9242
0.2349	1.8627	1900	0.2874	0.9424
0.2533	1.9608	2000	0.3968	0.9182
0.1844	2.0588	2100	0.3609	0.9455
0.1263	2.1569	2200	0.3598	0.9424
0.111	2.2549	2300	0.4625	0.9424
0.117	2.3529	2400	0.4056	0.9424
0.1701	2.4510	2500	0.3930	0.9485
0.1577	2.5490	2600	0.3734	0.9515
0.1282	2.6471	2700	0.3409	0.9636
0.1448	2.7451	2800	0.3729	0.9515
0.1394	2.8431	2900	0.3210	0.9515
0.1362	2.9412	3000	0.3506	0.9576
0.118	3.0392	3100	0.3938	0.9545
0.0554	3.1373	3200	0.5060	0.9485
0.0615	3.2353	3300	0.4004	0.9576
0.1112	3.3333	3400	0.3544	0.9606
0.0888	3.4314	3500	0.3977	0.9485
0.1044	3.5294	3600	0.4386	0.9576
0.0759	3.6275	3700	0.4311	0.9576
0.1145	3.7255	3800	0.4000	0.9606
0.1275	3.8235	3900	0.4320	0.9515
0.0824	3.9216	4000	0.4221	0.9455
0.102	4.0196	4100	0.3598	0.9515
0.0511	4.1176	4200	0.4552	0.9606
0.0562	4.2157	4300	0.4514	0.9606
0.0506	4.3137	4400	0.4582	0.9545
0.0413	4.4118	4500	0.4511	0.9576
0.0652	4.5098	4600	0.4083	0.9576
0.0574	4.6078	4700	0.4896	0.9667
0.0848	4.7059	4800	0.4213	0.9606
0.064	4.8039	4900	0.4890	0.9485
0.0698	4.9020	5000	0.4754	0.9606
0.0976	5.0	5100	0.3584	0.9667
0.032	5.0980	5200	0.4401	0.9697
0.0598	5.1961	5300	0.4617	0.9576
0.0585	5.2941	5400	0.4350	0.9576
0.024	5.3922	5500	0.4374	0.9636
0.0604	5.4902	5600	0.4053	0.9606
0.0409	5.5882	5700	0.4458	0.9606
0.0734	5.6863	5800	0.4193	0.9606
0.0553	5.7843	5900	0.4251	0.9515
0.0714	5.8824	6000	0.6247	0.9545
0.0641	5.9804	6100	0.6844	0.9424
0.0645	6.0784	6200	0.5527	0.9545
0.0252	6.1765	6300	0.4797	0.9667
0.0449	6.2745	6400	0.5679	0.9606
0.0443	6.3725	6500	0.5309	0.9515
0.0548	6.4706	6600	0.4972	0.9606
0.0369	6.5686	6700	0.5061	0.9667
0.0596	6.6667	6800	0.5734	0.9606
0.0789	6.7647	6900	0.4481	0.9667
0.0662	6.8627	7000	0.5415	0.9606
0.0752	6.9608	7100	0.5197	0.9576
0.065	7.0588	7200	0.4864	0.9636
0.0187	7.1569	7300	0.5473	0.9606
0.035	7.2549	7400	0.4174	0.9636
0.0301	7.3529	7500	0.4582	0.9606
0.0388	7.4510	7600	0.3868	0.9576
0.0563	7.5490	7700	0.4176	0.9727
0.0509	7.6471	7800	0.5642	0.9545
0.0557	7.7451	7900	0.5188	0.9545
0.0449	7.8431	8000	0.4958	0.9697
0.0558	7.9412	8100	0.5463	0.9545
0.0584	8.0392	8200	0.7710	0.9424
0.0648	8.1373	8300	0.6838	0.9485
0.0349	8.2353	8400	0.6096	0.9545
0.0394	8.3333	8500	0.4912	0.9636
0.0462	8.4314	8600	0.5014	0.9545
0.0223	8.5294	8700	0.6602	0.9455
0.0348	8.6275	8800	0.6603	0.9545
0.0413	8.7255	8900	0.6069	0.9485
0.0568	8.8235	9000	0.5736	0.9424
0.0511	8.9216	9100	0.6122	0.9515
0.0851	9.0196	9200	0.5756	0.9576
0.0552	9.1176	9300	0.4329	0.9576
0.0162	9.2157	9400	0.6587	0.9515
0.063	9.3137	9500	0.4517	0.9606
0.0359	9.4118	9600	0.5361	0.9545
0.0588	9.5098	9700	0.4334	0.9606
0.0359	9.6078	9800	0.5059	0.9545
0.0656	9.7059	9900	0.4884	0.9576
0.0429	9.8039	10000	0.4419	0.9606
0.0285	9.9020	10100	0.4665	0.9606
0.0232	10.0	10200	0.5030	0.9485
0.0533	10.0980	10300	0.4472	0.9576
0.0288	10.1961	10400	0.4847	0.9576
0.0338	10.2941	10500	0.5987	0.9485
0.0408	10.3922	10600	0.4538	0.9636
0.045	10.4902	10700	0.5771	0.9485
0.036	10.5882	10800	0.5555	0.9515
0.0544	10.6863	10900	0.6122	0.9455
0.0754	10.7843	11000	0.4806	0.9606
0.032	10.8824	11100	0.6158	0.9545
0.0434	10.9804	11200	0.4926	0.9576
0.0382	11.0784	11300	0.5534	0.9515
0.0146	11.1765	11400	0.5077	0.9636
0.0246	11.2745	11500	0.3880	0.9667
0.0238	11.3725	11600	0.4007	0.9697
0.0076	11.4706	11700	0.4957	0.9636
0.0262	11.5686	11800	0.7129	0.9606
0.0243	11.6667	11900	0.5727	0.9606
0.0294	11.7647	12000	0.6085	0.9576
0.069	11.8627	12100	0.6725	0.9636
0.0496	11.9608	12200	0.5904	0.9485
0.0352	12.0588	12300	0.5762	0.9576
0.0157	12.1569	12400	0.6638	0.9455
0.0242	12.2549	12500	0.6585	0.9606
0.0366	12.3529	12600	0.7356	0.9545
0.0181	12.4510	12700	0.5925	0.9606
0.0296	12.5490	12800	0.6545	0.9576
0.0539	12.6471	12900	0.6304	0.9515
0.0423	12.7451	13000	0.8285	0.9485
0.0454	12.8431	13100	0.6415	0.9485
0.062	12.9412	13200	0.6922	0.9455
0.0271	13.0392	13300	0.6809	0.9545
0.0081	13.1373	13400	0.6573	0.9545
0.016	13.2353	13500	0.6969	0.9485
0.0283	13.3333	13600	0.5853	0.9455
0.0193	13.4314	13700	0.8514	0.9515
0.0105	13.5294	13800	0.7159	0.9545
0.0332	13.6275	13900	0.6246	0.9485
0.0288	13.7255	14000	0.7102	0.9545
0.0516	13.8235	14100	0.6305	0.9576
0.024	13.9216	14200	0.4108	0.9606
0.0385	14.0196	14300	0.4707	0.9636
0.0556	14.1176	14400	0.6241	0.9455
0.0372	14.2157	14500	0.5002	0.9545
0.022	14.3137	14600	0.7264	0.9485
0.0217	14.4118	14700	0.5892	0.9545
0.0246	14.5098	14800	0.5830	0.9606
0.0554	14.6078	14900	0.8880	0.9455
0.047	14.7059	15000	0.6258	0.9515
0.044	14.8039	15100	0.8129	0.9424
0.0287	14.9020	15200	0.6276	0.9455
0.0314	15.0	15300	0.7039	0.9515
0.0226	15.0980	15400	0.7424	0.9485
0.0432	15.1961	15500	0.7677	0.9515
0.0258	15.2941	15600	0.7365	0.9545
0.0309	15.3922	15700	0.6506	0.9545
0.0363	15.4902	15800	0.5166	0.9576
0.028	15.5882	15900	0.5169	0.9455
0.0322	15.6863	16000	0.4303	0.9606
0.0299	15.7843	16100	0.5886	0.9606
0.012	15.8824	16200	0.5651	0.9606
0.0228	15.9804	16300	0.4877	0.9606
0.048	16.0784	16400	0.5148	0.9515
0.0063	16.1765	16500	0.6176	0.9576
0.0152	16.2745	16600	0.5602	0.9576
0.014	16.3725	16700	0.5659	0.9576
0.0253	16.4706	16800	0.4037	0.9667
0.0187	16.5686	16900	0.4566	0.9697
0.0223	16.6667	17000	0.5244	0.9636
0.0462	16.7647	17100	0.5120	0.9545
0.0402	16.8627	17200	0.5429	0.9545
0.042	16.9608	17300	0.5692	0.9515
0.011	17.0588	17400	0.5014	0.9576
0.0187	17.1569	17500	0.5893	0.9545
0.026	17.2549	17600	0.5675	0.9545
0.0148	17.3529	17700	0.5303	0.9606
0.0115	17.4510	17800	0.5709	0.9606
0.0169	17.5490	17900	0.6652	0.9455
0.0512	17.6471	18000	0.5525	0.9636
0.0413	17.7451	18100	0.3614	0.9667
0.0208	17.8431	18200	0.4135	0.9697
0.0403	17.9412	18300	0.5555	0.9485
0.0253	18.0392	18400	0.6153	0.9576
0.0153	18.1373	18500	0.5048	0.9606
0.0555	18.2353	18600	0.6128	0.9545
0.0268	18.3333	18700	0.6467	0.9394
0.0243	18.4314	18800	0.6052	0.9515
0.0425	18.5294	18900	0.6606	0.9545
0.0237	18.6275	19000	0.6007	0.9636
0.0188	18.7255	19100	0.5295	0.9545
0.0189	18.8235	19200	0.5725	0.9545
0.0254	18.9216	19300	0.5777	0.9606
0.0182	19.0196	19400	0.5681	0.9636
0.0215	19.1176	19500	0.5256	0.9606
0.0218	19.2157	19600	0.6904	0.9545
0.0297	19.3137	19700	0.7106	0.9545
0.0243	19.4118	19800	0.5222	0.9636
0.0225	19.5098	19900	0.5111	0.9667
0.0213	19.6078	20000	0.4564	0.9606
0.0198	19.7059	20100	0.5836	0.9485
0.0106	19.8039	20200	0.6604	0.9545
0.0228	19.9020	20300	0.7463	0.9545
0.0161	20.0	20400	0.7316	0.9545
0.0206	20.0980	20500	0.6410	0.9515
0.0267	20.1961	20600	0.5613	0.9636
0.0371	20.2941	20700	0.5769	0.9576
0.0064	20.3922	20800	0.5083	0.9636
0.0138	20.4902	20900	0.5329	0.9606
0.0137	20.5882	21000	0.4375	0.9636
0.0344	20.6863	21100	0.3494	0.9697
0.0112	20.7843	21200	0.4148	0.9667
0.0351	20.8824	21300	0.4505	0.9606
0.0318	20.9804	21400	0.4518	0.9576
0.033	21.0784	21500	0.6574	0.9545
0.0013	21.1765	21600	0.6050	0.9576
0.0124	21.2745	21700	0.5927	0.9576
0.0125	21.3725	21800	0.4714	0.9636
0.0222	21.4706	21900	0.5215	0.9606
0.0171	21.5686	22000	0.6547	0.9606
0.0323	21.6667	22100	0.5620	0.9636
0.0538	21.7647	22200	0.4900	0.9667
0.0359	21.8627	22300	0.3611	0.9758
0.006	21.9608	22400	0.4559	0.9667
0.0194	22.0588	22500	0.4730	0.9667
0.0097	22.1569	22600	0.4943	0.9636
0.0315	22.2549	22700	0.4728	0.9576
0.0123	22.3529	22800	0.4429	0.9697
0.0177	22.4510	22900	0.4795	0.9667
0.0196	22.5490	23000	0.5817	0.9576
0.0259	22.6471	23100	0.4996	0.9606
0.019	22.7451	23200	0.4646	0.9636
0.0083	22.8431	23300	0.4062	0.9636
0.0328	22.9412	23400	0.3794	0.9697
0.0015	23.0392	23500	0.5248	0.9636
0.0294	23.1373	23600	0.5311	0.9636
0.0164	23.2353	23700	0.4900	0.9667
0.039	23.3333	23800	0.5112	0.9606
0.0052	23.4314	23900	0.6193	0.9515
0.0166	23.5294	24000	0.5476	0.9606
0.0159	23.6275	24100	0.5089	0.9697
0.0173	23.7255	24200	0.4638	0.9667
0.0181	23.8235	24300	0.4854	0.9515
0.0294	23.9216	24400	0.4736	0.9636
0.0009	24.0196	24500	0.5176	0.9697
0.0008	24.1176	24600	0.5176	0.9667
0.0176	24.2157	24700	0.3945	0.9727
0.0027	24.3137	24800	0.4348	0.9727
0.0314	24.4118	24900	0.5402	0.9636
0.0144	24.5098	25000	0.4215	0.9758
0.0039	24.6078	25100	0.4686	0.9758
0.0076	24.7059	25200	0.5458	0.9697
0.0267	24.8039	25300	0.5463	0.9667
0.0155	24.9020	25400	0.5843	0.9667
0.0138	25.0	25500	0.4790	0.9606
0.0227	25.0980	25600	0.4428	0.9515
0.0234	25.1961	25700	0.6276	0.9606
0.0072	25.2941	25800	0.5396	0.9636
0.001	25.3922	25900	0.6675	0.9606
0.0206	25.4902	26000	0.4599	0.9636
0.0137	25.5882	26100	0.5576	0.9576
0.0436	25.6863	26200	0.4825	0.9667
0.0224	25.7843	26300	0.4776	0.9667
0.0243	25.8824	26400	0.5196	0.9636
0.0166	25.9804	26500	0.6250	0.9545
0.0312	26.0784	26600	0.5768	0.9576
0.0085	26.1765	26700	0.5332	0.9606
0.0081	26.2745	26800	0.5079	0.9606
0.0105	26.3725	26900	0.6445	0.9545
0.0237	26.4706	27000	0.6229	0.9545
0.0054	26.5686	27100	0.6637	0.9576
0.0156	26.6667	27200	0.4552	0.9636
0.006	26.7647	27300	0.6895	0.9576
0.0089	26.8627	27400	0.7595	0.9515
0.027	26.9608	27500	0.7169	0.9515
0.0069	27.0588	27600	0.7397	0.9515
0.0118	27.1569	27700	0.7655	0.9515
0.0168	27.2549	27800	0.6051	0.9545
0.0085	27.3529	27900	0.6016	0.9606
0.027	27.4510	28000	0.7734	0.9515
0.0343	27.5490	28100	0.6479	0.9576
0.0044	27.6471	28200	0.7363	0.9545
0.0159	27.7451	28300	0.6624	0.9545
0.0437	27.8431	28400	0.5487	0.9576
0.0127	27.9412	28500	0.6596	0.9515
0.0203	28.0392	28600	0.6272	0.9545
0.0155	28.1373	28700	0.6963	0.9576
0.0201	28.2353	28800	0.7280	0.9515
0.0167	28.3333	28900	0.6809	0.9545
0.0201	28.4314	29000	0.5804	0.9515
0.0066	28.5294	29100	0.5578	0.9576
0.0057	28.6275	29200	0.6741	0.9545
0.0092	28.7255	29300	0.6406	0.9576
0.0054	28.8235	29400	0.6254	0.9576
0.0144	28.9216	29500	0.6409	0.9606
0.0056	29.0196	29600	0.5309	0.9606
0.0246	29.1176	29700	0.6695	0.9606
0.0097	29.2157	29800	0.6856	0.9606
0.0246	29.3137	29900	0.6100	0.9606
0.0076	29.4118	30000	0.5366	0.9545
0.0042	29.5098	30100	0.5346	0.9636
0.0095	29.6078	30200	0.6434	0.9576
0.0061	29.7059	30300	0.5455	0.9606
0.0009	29.8039	30400	0.5643	0.9606
0.0118	29.9020	30500	0.5004	0.9667
0.0091	30.0	30600	0.5424	0.9636
0.0029	30.0980	30700	0.5124	0.9727
0.0054	30.1961	30800	0.5887	0.9697
0.0163	30.2941	30900	0.5986	0.9667
0.0061	30.3922	31000	0.5707	0.9636
0.0075	30.4902	31100	0.5657	0.9667
0.0171	30.5882	31200	0.5706	0.9697
0.0031	30.6863	31300	0.3921	0.9758
0.0186	30.7843	31400	0.4481	0.9697
0.0185	30.8824	31500	0.4965	0.9697
0.0114	30.9804	31600	0.5865	0.9545
0.0142	31.0784	31700	0.4869	0.9606
0.0107	31.1765	31800	0.4889	0.9606
0.0064	31.2745	31900	0.5636	0.9636
0.0152	31.3725	32000	0.5791	0.9636
0.0155	31.4706	32100	0.6111	0.9576
0.0013	31.5686	32200	0.6824	0.9606
0.0201	31.6667	32300	0.6308	0.9636
0.0003	31.7647	32400	0.5810	0.9636
0.0135	31.8627	32500	0.5609	0.9636
0.009	31.9608	32600	0.6184	0.9606
0.0002	32.0588	32700	0.5428	0.9606
0.0092	32.1569	32800	0.5813	0.9667
0.0002	32.2549	32900	0.5470	0.9636
0.0213	32.3529	33000	0.5956	0.9636
0.0066	32.4510	33100	0.5409	0.9667
0.0047	32.5490	33200	0.5791	0.9667
0.0076	32.6471	33300	0.5798	0.9727
0.0209	32.7451	33400	0.7176	0.9576
0.0039	32.8431	33500	0.7439	0.9576
0.0097	32.9412	33600	0.7263	0.9667
0.0056	33.0392	33700	0.6892	0.9697
0.0001	33.1373	33800	0.6918	0.9697
0.0055	33.2353	33900	0.6385	0.9697
0.0005	33.3333	34000	0.6827	0.9667
0.0103	33.4314	34100	0.6888	0.9697
0.011	33.5294	34200	0.5527	0.9667
0.0245	33.6275	34300	0.6323	0.9636
0.003	33.7255	34400	0.6350	0.9606
0.0165	33.8235	34500	0.6381	0.9606
0.0087	33.9216	34600	0.6885	0.9606
0.0137	34.0196	34700	0.6446	0.9545
0.0109	34.1176	34800	0.6181	0.9515
0.0153	34.2157	34900	0.5884	0.9545
0.0048	34.3137	35000	0.6085	0.9576
0.0004	34.4118	35100	0.6424	0.9606
0.0024	34.5098	35200	0.6403	0.9667
0.0056	34.6078	35300	0.6437	0.9667
0.0012	34.7059	35400	0.6627	0.9667
0.0016	34.8039	35500	0.6859	0.9667
0.0047	34.9020	35600	0.6380	0.9667
0.0046	35.0	35700	0.6168	0.9636
0.0004	35.0980	35800	0.6193	0.9636
0.0008	35.1961	35900	0.6110	0.9636
0.0027	35.2941	36000	0.6516	0.9667
0.0132	35.3922	36100	0.7138	0.9636
0.0037	35.4902	36200	0.7460	0.9636
0.0077	35.5882	36300	0.7741	0.9636
0.0109	35.6863	36400	0.7645	0.9545
0.0077	35.7843	36500	0.7113	0.9606
0.0285	35.8824	36600	0.5741	0.9636
0.0005	35.9804	36700	0.6579	0.9545
0.003	36.0784	36800	0.6267	0.9606
0.0014	36.1765	36900	0.7644	0.9485
0.0161	36.2745	37000	0.8191	0.9424
0.0003	36.3725	37100	0.6126	0.9636
0.0004	36.4706	37200	0.6129	0.9636
0.0094	36.5686	37300	0.5779	0.9636
0.0068	36.6667	37400	0.6358	0.9576
0.0089	36.7647	37500	0.6104	0.9606
0.0073	36.8627	37600	0.6677	0.9606
0.0099	36.9608	37700	0.5393	0.9667
0.0106	37.0588	37800	0.5054	0.9636
0.0029	37.1569	37900	0.5129	0.9667
0.0055	37.2549	38000	0.6098	0.9606
0.0126	37.3529	38100	0.5531	0.9667
0.013	37.4510	38200	0.6572	0.9606
0.0021	37.5490	38300	0.6818	0.9606
0.0067	37.6471	38400	0.6302	0.9636
0.0148	37.7451	38500	0.6506	0.9636
0.0087	37.8431	38600	0.5993	0.9636
0.0027	37.9412	38700	0.6224	0.9545
0.0014	38.0392	38800	0.6295	0.9576
0.0015	38.1373	38900	0.6324	0.9576
0.0016	38.2353	39000	0.6016	0.9606
0.014	38.3333	39100	0.6142	0.9636
0.0071	38.4314	39200	0.6001	0.9636
0.0075	38.5294	39300	0.6875	0.9576
0.0055	38.6275	39400	0.6306	0.9606
0.0018	38.7255	39500	0.6817	0.9636
0.0106	38.8235	39600	0.7117	0.9606
0.0038	38.9216	39700	0.6307	0.9606
0.0091	39.0196	39800	0.6890	0.9515
0.0019	39.1176	39900	0.7267	0.9545
0.0099	39.2157	40000	0.6751	0.9545
0.0028	39.3137	40100	0.6124	0.9576
0.012	39.4118	40200	0.5712	0.9576
0.0001	39.5098	40300	0.6976	0.9545
0.008	39.6078	40400	0.7411	0.9576
0.012	39.7059	40500	0.7115	0.9606
0.0096	39.8039	40600	0.6680	0.9545
0.0095	39.9020	40700	0.6338	0.9606
0.0039	40.0	40800	0.6783	0.9636
0.0067	40.0980	40900	0.6662	0.9545
0.0056	40.1961	41000	0.5915	0.9636
0.0042	40.2941	41100	0.5529	0.9636
0.0014	40.3922	41200	0.5485	0.9636
0.0107	40.4902	41300	0.5162	0.9636
0.0003	40.5882	41400	0.5041	0.9697
0.0026	40.6863	41500	0.5365	0.9667
0.0056	40.7843	41600	0.5591	0.9636
0.0042	40.8824	41700	0.5434	0.9667
0.0053	40.9804	41800	0.5274	0.9636
0.0004	41.0784	41900	0.5269	0.9636
0.001	41.1765	42000	0.5912	0.9636
0.0021	41.2745	42100	0.5850	0.9636
0.002	41.3725	42200	0.6345	0.9576
0.0026	41.4706	42300	0.6205	0.9576
0.0023	41.5686	42400	0.6164	0.9606
0.0063	41.6667	42500	0.5640	0.9667
0.0	41.7647	42600	0.5982	0.9667
0.0023	41.8627	42700	0.5328	0.9667
0.0029	41.9608	42800	0.5623	0.9667
0.0017	42.0588	42900	0.5722	0.9697
0.0007	42.1569	43000	0.5665	0.9697
0.0003	42.2549	43100	0.5749	0.9727
0.0031	42.3529	43200	0.5700	0.9727
0.0009	42.4510	43300	0.5736	0.9727
0.0027	42.5490	43400	0.5980	0.9667
0.0003	42.6471	43500	0.5981	0.9667
0.0016	42.7451	43600	0.5905	0.9667
0.0017	42.8431	43700	0.5808	0.9697
0.0136	42.9412	43800	0.6772	0.9545
0.0048	43.0392	43900	0.7349	0.9515
0.0037	43.1373	44000	0.7388	0.9576
0.0015	43.2353	44100	0.7487	0.9576
0.0004	43.3333	44200	0.7516	0.9576
0.003	43.4314	44300	0.7479	0.9545
0.012	43.5294	44400	0.7877	0.9545
0.004	43.6275	44500	0.7912	0.9545
0.0018	43.7255	44600	0.6405	0.9636
0.0011	43.8235	44700	0.6373	0.9667
0.0076	43.9216	44800	0.6467	0.9636
0.0005	44.0196	44900	0.6407	0.9636
0.0	44.1176	45000	0.7242	0.9606
0.0031	44.2157	45100	0.6964	0.9576
0.0011	44.3137	45200	0.6993	0.9576
0.0045	44.4118	45300	0.6567	0.9606
0.0177	44.5098	45400	0.7194	0.9545
0.0014	44.6078	45500	0.6839	0.9606
0.0026	44.7059	45600	0.6802	0.9606
0.0015	44.8039	45700	0.6724	0.9667
0.0063	44.9020	45800	0.6925	0.9576
0.0018	45.0	45900	0.7294	0.9576
0.0006	45.0980	46000	0.7235	0.9606
0.0	45.1961	46100	0.7235	0.9606
0.0004	45.2941	46200	0.7235	0.9606
0.0157	45.3922	46300	0.7861	0.9485
0.0006	45.4902	46400	0.7704	0.9485
0.0043	45.5882	46500	0.7851	0.9485
0.0016	45.6863	46600	0.8433	0.9515
0.0068	45.7843	46700	0.8526	0.9515
0.0134	45.8824	46800	0.8556	0.9545
0.0018	45.9804	46900	0.8599	0.9515
0.0016	46.0784	47000	0.9044	0.9515
0.0007	46.1765	47100	0.9055	0.9515
0.0007	46.2745	47200	0.9065	0.9515
0.0019	46.3725	47300	0.8676	0.9485
0.0007	46.4706	47400	0.8636	0.9455
0.0081	46.5686	47500	0.8182	0.9485
0.0	46.6667	47600	0.8186	0.9485
0.0036	46.7647	47700	0.8139	0.9485
0.001	46.8627	47800	0.8117	0.9485
0.007	46.9608	47900	0.8001	0.9485
0.0022	47.0588	48000	0.8056	0.9485
0.0062	47.1569	48100	0.8010	0.9485
0.0027	47.2549	48200	0.8054	0.9515
0.0029	47.3529	48300	0.8292	0.9485
0.0012	47.4510	48400	0.8296	0.9515
0.0007	47.5490	48500	0.8273	0.9545
0.0008	47.6471	48600	0.8274	0.9545
0.0006	47.7451	48700	0.8229	0.9545
0.0134	47.8431	48800	0.8378	0.9515
0.0072	47.9412	48900	0.8218	0.9515
0.0017	48.0392	49000	0.8039	0.9515
0.0062	48.1373	49100	0.8020	0.9545
0.0038	48.2353	49200	1.0074	0.9545
0.0011	48.3333	49300	1.0089	0.9545
0.0007	48.4314	49400	1.0132	0.9545
0.0008	48.5294	49500	0.8553	0.9455
0.0063	48.6275	49600	0.8411	0.9455
0.0028	48.7255	49700	0.8406	0.9455
0.0011	48.8235	49800	0.8456	0.9455
0.0018	48.9216	49900	0.8437	0.9455
0.0023	49.0196	50000	0.8548	0.9455
0.0001	49.1176	50100	0.8594	0.9455
0.0008	49.2157	50200	0.8622	0.9455
0.0065	49.3137	50300	0.9034	0.9515
0.001	49.4118	50400	0.9507	0.9485
0.0059	49.5098	50500	0.9083	0.9485
0.006	49.6078	50600	0.8556	0.9515
0.0119	49.7059	50700	0.7810	0.9545
0.0012	49.8039	50800	0.7599	0.9515
0.0007	49.9020	50900	0.7534	0.9515
0.0018	50.0	51000	0.7537	0.9515
0.0012	50.0980	51100	0.7499	0.9545
0.003	50.1961	51200	0.7423	0.9576
0.0007	50.2941	51300	0.7471	0.9545
0.0015	50.3922	51400	0.7630	0.9545
0.0011	50.4902	51500	0.7624	0.9545
0.0014	50.5882	51600	0.7637	0.9545
0.0014	50.6863	51700	0.7619	0.9545
0.0012	50.7843	51800	0.7641	0.9545
0.0	50.8824	51900	0.7557	0.9515
0.0017	50.9804	52000	0.7731	0.9545
0.0007	51.0784	52100	0.7533	0.9545
0.0009	51.1765	52200	0.7579	0.9545
0.0022	51.2745	52300	0.7587	0.9545
0.0013	51.3725	52400	0.7598	0.9545
0.0027	51.4706	52500	0.7624	0.9545
0.0028	51.5686	52600	0.7609	0.9545
0.0	51.6667	52700	0.7621	0.9545
0.0008	51.7647	52800	0.7593	0.9545
0.0008	51.8627	52900	0.7586	0.9545
0.0005	51.9608	53000	0.7581	0.9545
0.0009	52.0588	53100	0.7562	0.9545
0.0	52.1569	53200	0.7587	0.9545
0.0004	52.2549	53300	0.7577	0.9545
0.0015	52.3529	53400	0.7624	0.9545
0.0012	52.4510	53500	0.7717	0.9545
0.002	52.5490	53600	0.7675	0.9545
0.0012	52.6471	53700	0.7615	0.9545
0.0002	52.7451	53800	0.7636	0.9545
0.0001	52.8431	53900	0.7639	0.9545
0.0017	52.9412	54000	0.7633	0.9545
0.0027	53.0392	54100	0.7736	0.9515
0.0012	53.1373	54200	0.7744	0.9515
0.0019	53.2353	54300	0.7738	0.9515
0.0011	53.3333	54400	0.7789	0.9515
0.0004	53.4314	54500	0.7728	0.9545
0.0024	53.5294	54600	0.7716	0.9545
0.0	53.6275	54700	0.7732	0.9545
0.0013	53.7255	54800	0.7726	0.9545
0.0006	53.8235	54900	0.7704	0.9545
0.0	53.9216	55000	0.7706	0.9545
0.0043	54.0196	55100	0.7630	0.9545
0.0019	54.1176	55200	0.7654	0.9576
0.0004	54.2157	55300	0.7678	0.9545
0.0005	54.3137	55400	0.8144	0.9545
0.0004	54.4118	55500	0.8147	0.9545
0.0077	54.5098	55600	0.7610	0.9606
0.0015	54.6078	55700	0.7653	0.9606
0.0008	54.7059	55800	0.7654	0.9576
0.0001	54.8039	55900	0.7658	0.9576
0.0015	54.9020	56000	0.7636	0.9606
0.0024	55.0	56100	0.7636	0.9606
0.0013	55.0980	56200	0.7645	0.9545
0.0011	55.1961	56300	0.7656	0.9576
0.0003	55.2941	56400	0.7653	0.9576
0.0003	55.3922	56500	0.7645	0.9576
0.0022	55.4902	56600	0.7677	0.9545
0.0018	55.5882	56700	0.7679	0.9545
0.0012	55.6863	56800	0.7685	0.9545
0.0017	55.7843	56900	0.7692	0.9545
0.0012	55.8824	57000	0.7968	0.9545
0.0004	55.9804	57100	0.7967	0.9515
0.0006	56.0784	57200	0.7986	0.9515
0.0014	56.1765	57300	0.7976	0.9545
0.0009	56.2745	57400	0.7943	0.9545
0.0008	56.3725	57500	0.7944	0.9545
0.0015	56.4706	57600	0.7942	0.9545
0.0	56.5686	57700	0.7943	0.9545
0.002	56.6667	57800	0.7941	0.9545
0.0	56.7647	57900	0.7955	0.9545
0.0004	56.8627	58000	0.7938	0.9545
0.0006	56.9608	58100	0.7987	0.9545
0.001	57.0588	58200	0.7994	0.9545
0.0005	57.1569	58300	0.7999	0.9545
0.0004	57.2549	58400	0.8003	0.9545
0.0018	57.3529	58500	0.7983	0.9545
0.0005	57.4510	58600	0.7983	0.9545
0.0012	57.5490	58700	0.7974	0.9545
0.0016	57.6471	58800	0.7990	0.9545
0.0008	57.7451	58900	0.7989	0.9545
0.0018	57.8431	59000	0.7978	0.9545
0.0008	57.9412	59100	0.7983	0.9545
0.001	58.0392	59200	0.7987	0.9545
0.0008	58.1373	59300	0.7986	0.9545
0.0014	58.2353	59400	0.7993	0.9545
0.0005	58.3333	59500	0.7992	0.9545
0.0003	58.4314	59600	0.7983	0.9545
0.0026	58.5294	59700	0.7996	0.9545
0.0014	58.6275	59800	0.8002	0.9545
0.0001	58.7255	59900	0.8004	0.9545
0.0003	58.8235	60000	0.8004	0.9545
0.001	58.9216	60100	0.7990	0.9545
0.0013	59.0196	60200	0.7975	0.9545
0.0007	59.1176	60300	0.7973	0.9545
0.0004	59.2157	60400	0.7972	0.9545
0.0011	59.3137	60500	0.7974	0.9545
0.0019	59.4118	60600	0.7972	0.9545
0.0002	59.5098	60700	0.7973	0.9545
0.0022	59.6078	60800	0.7971	0.9545
0.0014	59.7059	60900	0.7969	0.9545
0.0019	59.8039	61000	0.7971	0.9545
0.0005	59.9020	61100	0.7970	0.9545
0.0	60.0	61200	0.7970	0.9545

Framework versions

• Transformers 4.45.2
• Pytorch 2.5.1+cu124
• Datasets 3.1.0
• Tokenizers 0.20.3