torgo-mms1ball-Nov29

This model is a fine-tuned version of facebook/mms-1b-all on an unknown dataset. It achieves the following results on the evaluation set:

• Loss: 0.7646
• Wer: 0.4196

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: 1e-05
• train_batch_size: 3
• eval_batch_size: 4
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• lr_scheduler_warmup_steps: 100
• num_epochs: 100
• mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Wer
189.6245	0.0726	100	101.2865	1.0077
95.4303	0.1452	200	85.1457	1.0146
82.1796	0.2179	300	71.6158	1.0739
65.7308	0.2905	400	61.3297	1.0989
63.3073	0.3631	500	53.5228	1.0439
56.8771	0.4357	600	46.7437	1.0146
46.4154	0.5084	700	35.5275	1.0
31.9522	0.5810	800	17.5194	1.0
12.4117	0.6536	900	7.3912	1.0
5.8638	0.7262	1000	4.5901	1.0
4.0145	0.7988	1100	4.0959	1.0
3.8092	0.8715	1200	3.8640	1.0
3.6292	0.9441	1300	3.7330	1.0
6.9415	1.0167	1400	3.6329	1.0
3.536	1.0893	1500	3.5606	1.0
3.4905	1.1619	1600	3.5238	1.0
3.4587	1.2346	1700	3.4956	1.0
3.4996	1.3072	1800	3.4652	1.0
3.4238	1.3798	1900	3.4552	1.0
3.4296	1.4524	2000	3.4328	1.0
3.4347	1.5251	2100	3.4078	1.0
3.4028	1.5977	2200	3.3987	1.0
3.3879	1.6703	2300	3.3825	1.0
3.406	1.7429	2400	3.3792	1.0
3.375	1.8155	2500	3.3680	1.0
3.383	1.8882	2600	3.3600	1.0
3.4081	1.9608	2700	3.3468	1.0
4.8764	2.0334	2800	3.3416	1.0
3.3306	2.1060	2900	3.3401	1.0
3.3194	2.1786	3000	3.3307	1.0
3.3754	2.2513	3100	3.3340	1.0
3.3246	2.3239	3200	3.3182	1.0
3.3015	2.3965	3300	3.3124	1.0
3.3351	2.4691	3400	3.3082	1.0
3.343	2.5418	3500	3.2992	1.0
3.3753	2.6144	3600	3.2921	1.0
3.297	2.6870	3700	3.2855	1.0
3.287	2.7596	3800	3.2784	1.0
3.325	2.8322	3900	3.2740	1.0
3.2903	2.9049	4000	3.2619	1.0
3.3011	2.9775	4100	3.2590	1.0
5.6409	3.0501	4200	3.2520	1.0
3.2764	3.1227	4300	3.2508	1.0
3.2845	3.1954	4400	3.2424	1.0
3.2704	3.2680	4500	3.2389	1.0
3.2396	3.3406	4600	3.2305	1.0
3.2832	3.4132	4700	3.2221	1.0
3.2648	3.4858	4800	3.2157	1.0
3.2072	3.5585	4900	3.2082	1.0
3.2066	3.6311	5000	3.2006	1.0
3.2248	3.7037	5100	3.1962	1.0
3.2058	3.7763	5200	3.1887	1.0
3.2451	3.8489	5300	3.1793	1.0
3.2526	3.9216	5400	3.1707	1.0
3.214	3.9942	5500	3.1660	1.0
4.6116	4.0668	5600	3.1660	1.0
3.2177	4.1394	5700	3.1581	1.0
3.207	4.2121	5800	3.1477	1.0
3.1583	4.2847	5900	3.1426	1.0
3.1892	4.3573	6000	3.1353	1.0
3.1883	4.4299	6100	3.1276	1.0
3.1346	4.5025	6200	3.1226	1.0
3.1687	4.5752	6300	3.1222	1.0
3.1295	4.6478	6400	3.1122	1.0
3.1452	4.7204	6500	3.1068	1.0
3.158	4.7930	6600	3.1010	1.0
3.196	4.8656	6700	3.0922	1.0
3.0772	4.9383	6800	3.0857	1.0
4.5315	5.0109	6900	3.0827	1.0
3.1213	5.0835	7000	3.0735	1.0
3.1077	5.1561	7100	3.0641	1.0
3.0874	5.2288	7200	3.0578	1.0
3.1205	5.3014	7300	3.0460	1.0
3.0888	5.3740	7400	3.0324	1.0
3.0998	5.4466	7500	3.0209	1.0
3.0726	5.5192	7600	3.0089	1.0
2.9989	5.5919	7700	2.9959	1.0
3.0637	5.6645	7800	2.9761	1.0
3.0642	5.7371	7900	2.9588	1.0
3.0646	5.8097	8000	2.9368	1.0
3.0291	5.8824	8100	2.9058	1.0
3.0101	5.9550	8200	2.8717	0.9991
4.2373	6.0276	8300	2.8302	0.9983
2.9191	6.1002	8400	2.7843	1.0017
2.9346	6.1728	8500	2.7291	1.0034
2.8623	6.2455	8600	2.6666	1.0034
2.8155	6.3181	8700	2.6088	1.0017
2.7814	6.3907	8800	2.5484	0.9991
2.7459	6.4633	8900	2.4878	0.9940
2.6768	6.5359	9000	2.4239	0.9845
2.6407	6.6086	9100	2.3643	0.9716
2.5295	6.6812	9200	2.2870	0.9493
2.5665	6.7538	9300	2.2321	0.9183
2.4308	6.8264	9400	2.1674	0.8917
2.3756	6.8991	9500	2.1094	0.8710
2.3632	6.9717	9600	2.0476	0.8564
3.8574	7.0443	9700	1.9995	0.8435
2.2803	7.1169	9800	1.9610	0.8237
2.2801	7.1895	9900	1.9189	0.8014
2.2759	7.2622	10000	1.8843	0.7747
2.2269	7.3348	10100	1.8415	0.7549
2.1848	7.4074	10200	1.8143	0.7403
2.1617	7.4800	10300	1.7777	0.7300
2.1053	7.5527	10400	1.7500	0.7188
2.1249	7.6253	10500	1.7219	0.7051
2.1303	7.6979	10600	1.6984	0.6939
2.0531	7.7705	10700	1.6671	0.6836
1.9724	7.8431	10800	1.6435	0.6767
1.9789	7.9158	10900	1.6179	0.6638
1.9892	7.9884	11000	1.5968	0.6595
3.8878	8.0610	11100	1.5761	0.6535
2.0479	8.1336	11200	1.5518	0.6389
1.8552	8.2062	11300	1.5308	0.6371
1.9244	8.2789	11400	1.5133	0.6320
1.8624	8.3515	11500	1.4956	0.6234
1.9159	8.4241	11600	1.4837	0.6191
1.7601	8.4967	11700	1.4669	0.6148
1.8759	8.5694	11800	1.4532	0.6122
1.8662	8.6420	11900	1.4381	0.6071
1.9304	8.7146	12000	1.4216	0.6036
1.8229	8.7872	12100	1.4099	0.6019
1.8854	8.8598	12200	1.4003	0.6045
1.819	8.9325	12300	1.3849	0.5985
4.7761	9.0051	12400	1.3704	0.5933
1.8716	9.0777	12500	1.3572	0.5899
1.7239	9.1503	12600	1.3463	0.5856
1.734	9.2229	12700	1.3333	0.5830
1.6709	9.2956	12800	1.3260	0.5804
1.7637	9.3682	12900	1.3179	0.5795
1.6803	9.4408	13000	1.3099	0.5795
1.7036	9.5134	13100	1.3040	0.5795
1.7473	9.5861	13200	1.2979	0.5761
1.759	9.6587	13300	1.2877	0.5735
1.6442	9.7313	13400	1.2795	0.5735
1.619	9.8039	13500	1.2731	0.5709
1.601	9.8765	13600	1.2667	0.5709
1.6242	9.9492	13700	1.2640	0.5666
3.715	10.0218	13800	1.2535	0.5649
1.7341	10.0944	13900	1.2471	0.5623
1.6366	10.1670	14000	1.2411	0.5572
1.6517	10.2397	14100	1.2349	0.5606
1.6362	10.3123	14200	1.2290	0.5589
1.6242	10.3849	14300	1.2235	0.5598
1.6796	10.4575	14400	1.2193	0.5580
1.5881	10.5301	14500	1.2155	0.5546
1.6637	10.6028	14600	1.2117	0.5580
1.7017	10.6754	14700	1.2049	0.5563
1.5024	10.7480	14800	1.1999	0.5563
1.6896	10.8206	14900	1.1958	0.5580
1.4918	10.8932	15000	1.1891	0.5555
1.5453	10.9659	15100	1.1867	0.5563
3.318	11.0385	15200	1.1808	0.5512
1.7183	11.1111	15300	1.1741	0.5477
1.5613	11.1837	15400	1.1695	0.5460
1.6429	11.2564	15500	1.1660	0.5477
1.5115	11.3290	15600	1.1675	0.5494
1.6277	11.4016	15700	1.1633	0.5512
1.6226	11.4742	15800	1.1616	0.5494
1.4556	11.5468	15900	1.1568	0.5529
1.5489	11.6195	16000	1.1515	0.5503
1.5697	11.6921	16100	1.1487	0.5494
1.4641	11.7647	16200	1.1449	0.5494
1.5035	11.8373	16300	1.1413	0.5460
1.5905	11.9099	16400	1.1353	0.5426
1.5435	11.9826	16500	1.1345	0.5426
3.927	12.0552	16600	1.1334	0.5426
1.5886	12.1278	16700	1.1313	0.5426
1.6051	12.2004	16800	1.1277	0.5417
1.4658	12.2731	16900	1.1253	0.5451
1.453	12.3457	17000	1.1234	0.5426
1.5007	12.4183	17100	1.1214	0.5426
1.5548	12.4909	17200	1.1141	0.5365
1.4666	12.5635	17300	1.1158	0.5400
1.5449	12.6362	17400	1.1084	0.5408
1.5129	12.7088	17500	1.1026	0.5340
1.4758	12.7814	17600	1.1022	0.5365
1.4284	12.8540	17700	1.0986	0.5365
1.5304	12.9267	17800	1.0976	0.5383
1.5191	12.9993	17900	1.0936	0.5374
3.5681	13.0719	18000	1.0941	0.5357
1.5031	13.1445	18100	1.0898	0.5314
1.5481	13.2171	18200	1.0883	0.5331
1.5465	13.2898	18300	1.0845	0.5305
1.4162	13.3624	18400	1.0830	0.5331
1.4683	13.4350	18500	1.0804	0.5322
1.4407	13.5076	18600	1.0800	0.5314
1.5006	13.5802	18700	1.0763	0.5331
1.5088	13.6529	18800	1.0729	0.5322
1.3912	13.7255	18900	1.0721	0.5340
1.4915	13.7981	19000	1.0710	0.5357
1.5186	13.8707	19100	1.0686	0.5340
1.5228	13.9434	19200	1.0695	0.5357
3.2588	14.0160	19300	1.0673	0.5305
1.4267	14.0886	19400	1.0642	0.5305
1.4794	14.1612	19500	1.0623	0.5340
1.426	14.2338	19600	1.0594	0.5297
1.5029	14.3065	19700	1.0572	0.5288
1.4	14.3791	19800	1.0551	0.5322
1.5121	14.4517	19900	1.0538	0.5314
1.4212	14.5243	20000	1.0541	0.5297
1.387	14.5969	20100	1.0521	0.5279
1.2991	14.6696	20200	1.0522	0.5262
1.3907	14.7422	20300	1.0503	0.5288
1.4377	14.8148	20400	1.0468	0.5262
1.3935	14.8874	20500	1.0453	0.5254
1.4937	14.9601	20600	1.0424	0.5254
3.7888	15.0327	20700	1.0415	0.5245
1.3891	15.1053	20800	1.0420	0.5288
1.4436	15.1779	20900	1.0408	0.5245
1.3685	15.2505	21000	1.0373	0.5236
1.3571	15.3232	21100	1.0366	0.5228
1.3019	15.3958	21200	1.0332	0.5211
1.43	15.4684	21300	1.0341	0.5211
1.3323	15.5410	21400	1.0297	0.5219
1.6002	15.6137	21500	1.0282	0.5228
1.4717	15.6863	21600	1.0257	0.5211
1.3525	15.7589	21700	1.0258	0.5219
1.5379	15.8315	21800	1.0282	0.5211
1.3959	15.9041	21900	1.0286	0.5202
1.3195	15.9768	22000	1.0252	0.5202
3.5647	16.0494	22100	1.0289	0.5211
1.4503	16.1220	22200	1.0214	0.5202
1.325	16.1946	22300	1.0216	0.5202
1.4218	16.2672	22400	1.0183	0.5168
1.4709	16.3399	22500	1.0160	0.5168
1.3991	16.4125	22600	1.0119	0.5193
1.3209	16.4851	22700	1.0105	0.5176
1.565	16.5577	22800	1.0065	0.5176
1.309	16.6304	22900	1.0061	0.5142
1.3515	16.7030	23000	1.0066	0.5150
1.3969	16.7756	23100	1.0071	0.5125
1.3241	16.8482	23200	1.0066	0.5099
1.3901	16.9208	23300	1.0030	0.5090
1.3591	16.9935	23400	0.9988	0.5064
3.6932	17.0661	23500	0.9995	0.5073
1.4262	17.1387	23600	0.9956	0.5107
1.3986	17.2113	23700	0.9945	0.5107
1.4639	17.2840	23800	0.9971	0.5125
1.3441	17.3566	23900	0.9937	0.5125
1.3875	17.4292	24000	0.9909	0.5073
1.364	17.5018	24100	0.9877	0.5082
1.3838	17.5744	24200	0.9892	0.5064
1.4388	17.6471	24300	0.9867	0.5056
1.3196	17.7197	24400	0.9851	0.5099
1.3183	17.7923	24500	0.9844	0.5073
1.2492	17.8649	24600	0.9840	0.5073
1.5162	17.9375	24700	0.9833	0.5073
3.0895	18.0102	24800	0.9828	0.5073
1.3375	18.0828	24900	0.9753	0.5064
1.4548	18.1554	25000	0.9730	0.5082
1.3973	18.2280	25100	0.9726	0.5073
1.2889	18.3007	25200	0.9720	0.5056
1.3622	18.3733	25300	0.9706	0.5021
1.2914	18.4459	25400	0.9720	0.5056
1.3115	18.5185	25500	0.9711	0.5039
1.3472	18.5911	25600	0.9692	0.5021
1.1578	18.6638	25700	0.9714	0.5047
1.4141	18.7364	25800	0.9706	0.5021
1.3856	18.8090	25900	0.9721	0.5056
1.304	18.8816	26000	0.9712	0.4996
1.3119	18.9542	26100	0.9647	0.5013
3.0289	19.0269	26200	0.9611	0.4996
1.2722	19.0995	26300	0.9586	0.4970
1.2951	19.1721	26400	0.9580	0.4979
1.3881	19.2447	26500	0.9593	0.4970
1.4602	19.3174	26600	0.9568	0.4970
1.3112	19.3900	26700	0.9550	0.4918
1.3498	19.4626	26800	0.9536	0.4910
1.3497	19.5352	26900	0.9533	0.4944
1.3139	19.6078	27000	0.9535	0.4901
1.3517	19.6805	27100	0.9497	0.4901
1.2343	19.7531	27200	0.9482	0.4893
1.2176	19.8257	27300	0.9469	0.4850
1.3296	19.8983	27400	0.9492	0.4884
1.3143	19.9710	27500	0.9513	0.4910
3.6194	20.0436	27600	0.9502	0.4910
1.3243	20.1162	27700	0.9464	0.4910
1.3253	20.1888	27800	0.9486	0.4936
1.3191	20.2614	27900	0.9473	0.4927
1.4031	20.3341	28000	0.9481	0.4961
1.2381	20.4067	28100	0.9484	0.4927
1.24	20.4793	28200	0.9462	0.4910
1.338	20.5519	28300	0.9435	0.4901
1.2816	20.6245	28400	0.9413	0.4910
1.3371	20.6972	28500	0.9394	0.4901
1.3265	20.7698	28600	0.9396	0.4867
1.4079	20.8424	28700	0.9404	0.4832
1.2464	20.9150	28800	0.9391	0.4824
1.3068	20.9877	28900	0.9409	0.4798
3.0382	21.0603	29000	0.9385	0.4815
1.3464	21.1329	29100	0.9351	0.4798
1.3152	21.2055	29200	0.9355	0.4815
1.2509	21.2781	29300	0.9370	0.4824
1.3369	21.3508	29400	0.9347	0.4858
1.1776	21.4234	29500	0.9341	0.4875
1.2748	21.4960	29600	0.9342	0.4875
1.3221	21.5686	29700	0.9329	0.4858
1.2303	21.6412	29800	0.9329	0.4858
1.3932	21.7139	29900	0.9311	0.4841
1.2274	21.7865	30000	0.9283	0.4815
1.2847	21.8591	30100	0.9275	0.4807
1.3216	21.9317	30200	0.9250	0.4789
3.0307	22.0044	30300	0.9252	0.4815
1.2999	22.0770	30400	0.9215	0.4798
1.2043	22.1496	30500	0.9245	0.4772
1.2996	22.2222	30600	0.9225	0.4798
1.3481	22.2948	30700	0.9229	0.4798
1.2944	22.3675	30800	0.9236	0.4798
1.3098	22.4401	30900	0.9190	0.4789
1.2354	22.5127	31000	0.9179	0.4781
1.1864	22.5853	31100	0.9172	0.4781
1.3973	22.6580	31200	0.9180	0.4781
1.3004	22.7306	31300	0.9149	0.4789
1.257	22.8032	31400	0.9117	0.4755
1.3146	22.8758	31500	0.9100	0.4764
1.3424	22.9484	31600	0.9094	0.4781
2.8869	23.0211	31700	0.9102	0.4772
1.3338	23.0937	31800	0.9087	0.4729
1.3227	23.1663	31900	0.9087	0.4746
1.312	23.2389	32000	0.9131	0.4772
1.3175	23.3115	32100	0.9092	0.4746
1.2293	23.3842	32200	0.9074	0.4712
1.3334	23.4568	32300	0.9089	0.4746
1.162	23.5294	32400	0.9096	0.4746
1.1018	23.6020	32500	0.9105	0.4746
1.3457	23.6747	32600	0.9093	0.4746
1.2131	23.7473	32700	0.9072	0.4738
1.2913	23.8199	32800	0.9043	0.4712
1.3581	23.8925	32900	0.9027	0.4703
1.2528	23.9651	33000	0.9033	0.4703
3.3749	24.0378	33100	0.9008	0.4712
1.222	24.1104	33200	0.9001	0.4755
1.3621	24.1830	33300	0.8976	0.4729
1.242	24.2556	33400	0.9006	0.4729
1.2397	24.3282	33500	0.8971	0.4712
1.2635	24.4009	33600	0.8957	0.4703
1.2638	24.4735	33700	0.8989	0.4695
1.2419	24.5461	33800	0.8989	0.4746
1.3369	24.6187	33900	0.8977	0.4729
1.2977	24.6914	34000	0.8938	0.4721
1.2681	24.7640	34100	0.8936	0.4738
1.3255	24.8366	34200	0.8955	0.4729
1.2157	24.9092	34300	0.8930	0.4729
1.2132	24.9818	34400	0.8947	0.4721
3.4537	25.0545	34500	0.8923	0.4712
1.2683	25.1271	34600	0.8942	0.4721
1.3238	25.1997	34700	0.8931	0.4686
1.3067	25.2723	34800	0.8917	0.4721
1.2445	25.3450	34900	0.8891	0.4712
1.1006	25.4176	35000	0.8913	0.4729
1.1644	25.4902	35100	0.8902	0.4738
1.2137	25.5628	35200	0.8878	0.4721
1.2195	25.6354	35300	0.8874	0.4678
1.3134	25.7081	35400	0.8865	0.4695
1.2518	25.7807	35500	0.8859	0.4721
1.2208	25.8533	35600	0.8876	0.4721
1.232	25.9259	35700	0.8848	0.4721
1.1932	25.9985	35800	0.8846	0.4721
3.1157	26.0712	35900	0.8838	0.4695
1.2139	26.1438	36000	0.8822	0.4678
1.2658	26.2164	36100	0.8837	0.4703
1.221	26.2890	36200	0.8852	0.4703
1.2326	26.3617	36300	0.8847	0.4678
1.362	26.4343	36400	0.8849	0.4703
1.1742	26.5069	36500	0.8834	0.4652
1.2539	26.5795	36600	0.8812	0.4669
1.3156	26.6521	36700	0.8807	0.4686
1.2222	26.7248	36800	0.8795	0.4678
1.1939	26.7974	36900	0.8790	0.4678
1.2376	26.8700	37000	0.8772	0.4617
1.3319	26.9426	37100	0.8784	0.4626
2.6893	27.0153	37200	0.8807	0.4660
1.267	27.0879	37300	0.8788	0.4652
1.2411	27.1605	37400	0.8769	0.4600
1.1366	27.2331	37500	0.8749	0.4626
1.2159	27.3057	37600	0.8766	0.4617
1.188	27.3784	37700	0.8758	0.4617
1.2322	27.4510	37800	0.8749	0.4617
1.2825	27.5236	37900	0.8761	0.4626
1.2186	27.5962	38000	0.8748	0.4609
1.1577	27.6688	38100	0.8765	0.4617
1.3918	27.7415	38200	0.8753	0.4626
1.156	27.8141	38300	0.8732	0.4609
1.2083	27.8867	38400	0.8726	0.4600
1.2202	27.9593	38500	0.8727	0.4626
3.056	28.0320	38600	0.8706	0.4626
1.2532	28.1046	38700	0.8687	0.4574
1.2697	28.1772	38800	0.8685	0.4592
1.1848	28.2498	38900	0.8693	0.4549
1.1321	28.3224	39000	0.8688	0.4574
1.2431	28.3951	39100	0.8692	0.4557
1.2371	28.4677	39200	0.8661	0.4566
1.2637	28.5403	39300	0.8650	0.4574
1.0839	28.6129	39400	0.8643	0.4557
1.2595	28.6855	39500	0.8654	0.4574
1.3076	28.7582	39600	0.8649	0.4574
1.1787	28.8308	39700	0.8663	0.4566
1.1523	28.9034	39800	0.8641	0.4549
1.2652	28.9760	39900	0.8634	0.4583
3.3339	29.0487	40000	0.8625	0.4583
1.1862	29.1213	40100	0.8648	0.4592
1.2506	29.1939	40200	0.8652	0.4592
1.1104	29.2665	40300	0.8636	0.4574
1.2479	29.3391	40400	0.8616	0.4557
1.1853	29.4118	40500	0.8593	0.4557
1.1958	29.4844	40600	0.8615	0.4549
1.2552	29.5570	40700	0.8591	0.4566
1.1695	29.6296	40800	0.8609	0.4557
1.2553	29.7023	40900	0.8599	0.4531
1.3156	29.7749	41000	0.8617	0.4540
1.2242	29.8475	41100	0.8628	0.4540
1.157	29.9201	41200	0.8622	0.4531
1.1312	29.9927	41300	0.8589	0.4531
3.0847	30.0654	41400	0.8595	0.4574
1.2515	30.1380	41500	0.8586	0.4523
1.1245	30.2106	41600	0.8578	0.4506
1.1253	30.2832	41700	0.8595	0.4549
1.3193	30.3558	41800	0.8581	0.4540
1.1523	30.4285	41900	0.8567	0.4531
1.3216	30.5011	42000	0.8556	0.4497
1.2076	30.5737	42100	0.8551	0.4549
1.1761	30.6463	42200	0.8563	0.4514
1.2505	30.7190	42300	0.8559	0.4540
1.1887	30.7916	42400	0.8562	0.4506
1.2066	30.8642	42500	0.8558	0.4549
1.1215	30.9368	42600	0.8567	0.4540
2.8237	31.0094	42700	0.8543	0.4540
1.1047	31.0821	42800	0.8537	0.4540
1.1166	31.1547	42900	0.8537	0.4514
1.2184	31.2273	43000	0.8532	0.4523
1.2604	31.2999	43100	0.8535	0.4523
1.2682	31.3725	43200	0.8532	0.4506
1.2879	31.4452	43300	0.8513	0.4531
1.2698	31.5178	43400	0.8508	0.4514
1.1588	31.5904	43500	0.8497	0.4497
1.2704	31.6630	43600	0.8474	0.4497
1.1074	31.7357	43700	0.8510	0.4497
1.2107	31.8083	43800	0.8505	0.4523
1.068	31.8809	43900	0.8532	0.4514
1.159	31.9535	44000	0.8526	0.4514
2.5216	32.0261	44100	0.8513	0.4506
1.1728	32.0988	44200	0.8523	0.4514
1.1798	32.1714	44300	0.8529	0.4497
1.1812	32.2440	44400	0.8520	0.4480
1.1435	32.3166	44500	0.8494	0.4480
1.1752	32.3893	44600	0.8489	0.4506
1.2631	32.4619	44700	0.8466	0.4497
1.1596	32.5345	44800	0.8455	0.4488
1.1779	32.6071	44900	0.8443	0.4488
1.1599	32.6797	45000	0.8463	0.4506
1.2323	32.7524	45100	0.8484	0.4506
1.2022	32.8250	45200	0.8512	0.4523
1.1772	32.8976	45300	0.8483	0.4488
1.2062	32.9702	45400	0.8460	0.4471
3.2034	33.0428	45500	0.8457	0.4480
1.2137	33.1155	45600	0.8418	0.4463
1.1413	33.1881	45700	0.8425	0.4488
1.24	33.2607	45800	0.8421	0.4488
1.049	33.3333	45900	0.8428	0.4497
1.1229	33.4060	46000	0.8455	0.4506
1.1617	33.4786	46100	0.8428	0.4488
1.2905	33.5512	46200	0.8407	0.4514
1.3313	33.6238	46300	0.8395	0.4480
1.2063	33.6964	46400	0.8381	0.4506
1.1228	33.7691	46500	0.8384	0.4471
1.1804	33.8417	46600	0.8383	0.4488
1.0799	33.9143	46700	0.8379	0.4480
1.1681	33.9869	46800	0.8395	0.4480
2.8389	34.0595	46900	0.8400	0.4497
1.1127	34.1322	47000	0.8389	0.4531
1.1685	34.2048	47100	0.8387	0.4514
1.343	34.2774	47200	0.8365	0.4488
1.225	34.3500	47300	0.8365	0.4463
1.2703	34.4227	47400	0.8365	0.4445
1.1485	34.4953	47500	0.8339	0.4454
1.1521	34.5679	47600	0.8339	0.4445
1.1499	34.6405	47700	0.8308	0.4454
1.1242	34.7131	47800	0.8310	0.4463
1.2159	34.7858	47900	0.8311	0.4454
1.1049	34.8584	48000	0.8324	0.4463
1.2027	34.9310	48100	0.8338	0.4471
3.217	35.0036	48200	0.8297	0.4437
1.2036	35.0763	48300	0.8300	0.4420
1.2108	35.1489	48400	0.8293	0.4454
1.2012	35.2215	48500	0.8296	0.4454
1.282	35.2941	48600	0.8269	0.4471
1.2218	35.3667	48700	0.8256	0.4488
1.2112	35.4394	48800	0.8285	0.4471
1.1517	35.5120	48900	0.8280	0.4454
1.1193	35.5846	49000	0.8263	0.4471
1.1782	35.6572	49100	0.8277	0.4454
1.2144	35.7298	49200	0.8289	0.4454
1.2421	35.8025	49300	0.8287	0.4480
1.0871	35.8751	49400	0.8290	0.4471
1.0953	35.9477	49500	0.8285	0.4454
2.9694	36.0203	49600	0.8282	0.4454
1.0587	36.0930	49700	0.8294	0.4463
1.084	36.1656	49800	0.8306	0.4480
1.1702	36.2382	49900	0.8299	0.4463
1.2321	36.3108	50000	0.8266	0.4437
1.1756	36.3834	50100	0.8259	0.4420
1.1584	36.4561	50200	0.8266	0.4428
1.2491	36.5287	50300	0.8255	0.4402
1.2637	36.6013	50400	0.8245	0.4411
1.1439	36.6739	50500	0.8251	0.4411
1.0892	36.7466	50600	0.8243	0.4428
1.1985	36.8192	50700	0.8205	0.4420
1.1764	36.8918	50800	0.8195	0.4454
1.1057	36.9644	50900	0.8181	0.4437
2.8024	37.0370	51000	0.8197	0.4471
1.2339	37.1097	51100	0.8173	0.4402
1.1553	37.1823	51200	0.8155	0.4368
1.0977	37.2549	51300	0.8165	0.4394
1.2365	37.3275	51400	0.8164	0.4394
1.1826	37.4001	51500	0.8177	0.4385
1.1765	37.4728	51600	0.8166	0.4394
1.1626	37.5454	51700	0.8173	0.4411
1.149	37.6180	51800	0.8166	0.4411
1.1009	37.6906	51900	0.8164	0.4411
1.0881	37.7633	52000	0.8199	0.4428
1.1532	37.8359	52100	0.8169	0.4437
1.0793	37.9085	52200	0.8175	0.4445
1.1825	37.9811	52300	0.8188	0.4428
3.1807	38.0537	52400	0.8165	0.4420
1.1612	38.1264	52500	0.8144	0.4428
1.1312	38.1990	52600	0.8153	0.4402
1.3068	38.2716	52700	0.8145	0.4402
1.0564	38.3442	52800	0.8138	0.4377
1.123	38.4168	52900	0.8158	0.4420
1.1062	38.4895	53000	0.8164	0.4420
1.0765	38.5621	53100	0.8156	0.4411
1.1686	38.6347	53200	0.8145	0.4411
1.118	38.7073	53300	0.8131	0.4394
1.1587	38.7800	53400	0.8140	0.4402
1.1047	38.8526	53500	0.8134	0.4402
1.1352	38.9252	53600	0.8116	0.4420
1.1154	38.9978	53700	0.8101	0.4428
2.7133	39.0704	53800	0.8118	0.4377
1.1307	39.1431	53900	0.8127	0.4368
1.278	39.2157	54000	0.8099	0.4377
1.2383	39.2883	54100	0.8083	0.4351
1.082	39.3609	54200	0.8070	0.4368
1.1577	39.4336	54300	0.8064	0.4385
1.0983	39.5062	54400	0.8080	0.4368
1.0766	39.5788	54500	0.8071	0.4359
1.0758	39.6514	54600	0.8091	0.4351
1.1278	39.7240	54700	0.8074	0.4368
1.2058	39.7967	54800	0.8066	0.4334
1.1434	39.8693	54900	0.8062	0.4325
1.1455	39.9419	55000	0.8061	0.4342
2.8983	40.0145	55100	0.8025	0.4394
1.144	40.0871	55200	0.8020	0.4368
1.1494	40.1598	55300	0.8012	0.4385
1.098	40.2324	55400	0.8013	0.4351
1.1669	40.3050	55500	0.8007	0.4368
1.1212	40.3776	55600	0.8011	0.4368
1.2458	40.4503	55700	0.7991	0.4368
1.1845	40.5229	55800	0.8018	0.4342
1.161	40.5955	55900	0.8011	0.4342
0.9769	40.6681	56000	0.8023	0.4351
1.1595	40.7407	56100	0.8030	0.4342
1.1833	40.8134	56200	0.8010	0.4342
1.1236	40.8860	56300	0.8012	0.4334
1.1321	40.9586	56400	0.8016	0.4351
2.4733	41.0312	56500	0.8009	0.4351
1.0649	41.1038	56600	0.8005	0.4359
1.145	41.1765	56700	0.8014	0.4351
1.0573	41.2491	56800	0.8009	0.4334
1.1445	41.3217	56900	0.8028	0.4351
1.1193	41.3943	57000	0.8028	0.4351
1.2531	41.4670	57100	0.8032	0.4342
1.2243	41.5396	57200	0.8008	0.4342
1.1357	41.6122	57300	0.8021	0.4334
1.0057	41.6848	57400	0.8028	0.4325
1.0895	41.7574	57500	0.8029	0.4316
1.1176	41.8301	57600	0.8008	0.4325
1.099	41.9027	57700	0.7985	0.4342
1.134	41.9753	57800	0.7979	0.4342
2.8444	42.0479	57900	0.7960	0.4325
1.1412	42.1206	58000	0.7952	0.4308
1.1218	42.1932	58100	0.7957	0.4325
1.0786	42.2658	58200	0.7969	0.4359
1.0562	42.3384	58300	0.7979	0.4359
1.1386	42.4110	58400	0.7961	0.4325
1.1443	42.4837	58500	0.7931	0.4351
1.0885	42.5563	58600	0.7950	0.4342
1.1802	42.6289	58700	0.7926	0.4308
1.1276	42.7015	58800	0.7946	0.4316
1.1277	42.7741	58900	0.7952	0.4342
1.291	42.8468	59000	0.7924	0.4342
1.1204	42.9194	59100	0.7912	0.4334
1.2344	42.9920	59200	0.7912	0.4359
2.7713	43.0646	59300	0.7912	0.4351
1.1979	43.1373	59400	0.7926	0.4351
1.0857	43.2099	59500	0.7926	0.4342
1.0887	43.2825	59600	0.7910	0.4334
1.1379	43.3551	59700	0.7901	0.4359
1.0887	43.4277	59800	0.7910	0.4351
1.0881	43.5004	59900	0.7901	0.4359
1.0514	43.5730	60000	0.7913	0.4359
1.1923	43.6456	60100	0.7915	0.4325
1.184	43.7182	60200	0.7923	0.4316
1.1448	43.7908	60300	0.7925	0.4325
1.0689	43.8635	60400	0.7914	0.4299
1.1711	43.9361	60500	0.7913	0.4291
3.1347	44.0087	60600	0.7890	0.4316
1.0658	44.0813	60700	0.7876	0.4308
1.0836	44.1540	60800	0.7869	0.4316
1.1526	44.2266	60900	0.7850	0.4308
1.1008	44.2992	61000	0.7855	0.4316
1.1687	44.3718	61100	0.7840	0.4308
1.1588	44.4444	61200	0.7856	0.4299
1.1874	44.5171	61300	0.7862	0.4291
1.1499	44.5897	61400	0.7869	0.4282
1.1538	44.6623	61500	0.7870	0.4282
1.0008	44.7349	61600	0.7889	0.4273
1.0365	44.8076	61700	0.7874	0.4282
1.0641	44.8802	61800	0.7878	0.4282
1.1073	44.9528	61900	0.7881	0.4282
2.7515	45.0254	62000	0.7863	0.4282
1.2156	45.0980	62100	0.7874	0.4273
1.1888	45.1707	62200	0.7862	0.4282
1.156	45.2433	62300	0.7860	0.4282
1.296	45.3159	62400	0.7852	0.4299
1.1004	45.3885	62500	0.7866	0.4308
1.0073	45.4611	62600	0.7865	0.4273
1.0695	45.5338	62700	0.7866	0.4273
1.0676	45.6064	62800	0.7872	0.4273
1.0462	45.6790	62900	0.7870	0.4282
1.1079	45.7516	63000	0.7837	0.4299
1.1422	45.8243	63100	0.7836	0.4265
1.0119	45.8969	63200	0.7854	0.4273
1.151	45.9695	63300	0.7854	0.4239
2.8648	46.0421	63400	0.7853	0.4265
1.095	46.1147	63500	0.7835	0.4291
1.072	46.1874	63600	0.7839	0.4308
1.1543	46.2600	63700	0.7827	0.4273
1.1281	46.3326	63800	0.7827	0.4308
1.0999	46.4052	63900	0.7830	0.4282
0.9958	46.4779	64000	0.7843	0.4273
1.1323	46.5505	64100	0.7824	0.4282
1.1409	46.6231	64200	0.7820	0.4282
1.2129	46.6957	64300	0.7808	0.4291
1.1981	46.7683	64400	0.7810	0.4273
1.1706	46.8410	64500	0.7805	0.4273
1.1111	46.9136	64600	0.7796	0.4273
1.0592	46.9862	64700	0.7799	0.4273
2.8614	47.0588	64800	0.7784	0.4265
1.0785	47.1314	64900	0.7794	0.4256
1.0822	47.2041	65000	0.7800	0.4205
1.0372	47.2767	65100	0.7801	0.4230
1.1233	47.3493	65200	0.7798	0.4222
1.1886	47.4219	65300	0.7799	0.4248
1.0012	47.4946	65400	0.7817	0.4230
1.0889	47.5672	65500	0.7818	0.4222
1.1025	47.6398	65600	0.7791	0.4230
1.1206	47.7124	65700	0.7799	0.4196
1.0214	47.7850	65800	0.7793	0.4213
1.0688	47.8577	65900	0.7780	0.4222
1.0495	47.9303	66000	0.7793	0.4230
2.5716	48.0029	66100	0.7790	0.4213
1.0333	48.0755	66200	0.7793	0.4248
1.1984	48.1481	66300	0.7792	0.4265
1.0644	48.2208	66400	0.7779	0.4256
1.1162	48.2934	66500	0.7774	0.4222
1.0706	48.3660	66600	0.7763	0.4222
1.0224	48.4386	66700	0.7759	0.4213
0.9848	48.5113	66800	0.7766	0.4222
1.1327	48.5839	66900	0.7773	0.4239
1.0065	48.6565	67000	0.7793	0.4265
1.2128	48.7291	67100	0.7776	0.4248
1.1259	48.8017	67200	0.7762	0.4239
1.1282	48.8744	67300	0.7741	0.4213
1.0805	48.9470	67400	0.7750	0.4222
2.4906	49.0196	67500	0.7749	0.4239
1.1477	49.0922	67600	0.7758	0.4248
0.9627	49.1649	67700	0.7767	0.4265
1.0514	49.2375	67800	0.7778	0.4265
1.1505	49.3101	67900	0.7756	0.4248
1.1659	49.3827	68000	0.7739	0.4265
1.1779	49.4553	68100	0.7734	0.4230
1.0806	49.5280	68200	0.7724	0.4230
1.1406	49.6006	68300	0.7727	0.4282
1.0085	49.6732	68400	0.7719	0.4248
1.1367	49.7458	68500	0.7710	0.4230
1.1469	49.8184	68600	0.7706	0.4205
1.0582	49.8911	68700	0.7712	0.4213
1.2136	49.9637	68800	0.7716	0.4248
2.4866	50.0363	68900	0.7710	0.4222
1.0074	50.1089	69000	0.7690	0.4230
1.0789	50.1816	69100	0.7690	0.4213
1.0385	50.2542	69200	0.7682	0.4187
1.1354	50.3268	69300	0.7688	0.4179
1.1793	50.3994	69400	0.7695	0.4196
1.0682	50.4720	69500	0.7689	0.4187
1.009	50.5447	69600	0.7690	0.4205
1.0095	50.6173	69700	0.7701	0.4196
1.0955	50.6899	69800	0.7711	0.4213
1.0338	50.7625	69900	0.7714	0.4213
1.1544	50.8351	70000	0.7694	0.4213
1.045	50.9078	70100	0.7702	0.4205
1.2028	50.9804	70200	0.7677	0.4230
2.9434	51.0530	70300	0.7679	0.4205
1.1709	51.1256	70400	0.7678	0.4230
1.1184	51.1983	70500	0.7679	0.4239
1.0231	51.2709	70600	0.7670	0.4230
0.9736	51.3435	70700	0.7663	0.4256
1.163	51.4161	70800	0.7658	0.4239
1.1716	51.4887	70900	0.7660	0.4230
1.1418	51.5614	71000	0.7659	0.4239
1.0022	51.6340	71100	0.7651	0.4256
1.1062	51.7066	71200	0.7637	0.4196
1.0802	51.7792	71300	0.7644	0.4196
1.1459	51.8519	71400	0.7641	0.4170
1.1566	51.9245	71500	0.7627	0.4187
0.9623	51.9971	71600	0.7632	0.4213
2.3908	52.0697	71700	0.7627	0.4205
1.1018	52.1423	71800	0.7621	0.4187
1.0743	52.2150	71900	0.7629	0.4162
1.1989	52.2876	72000	0.7626	0.4187
1.1359	52.3602	72100	0.7612	0.4187
1.0882	52.4328	72200	0.7646	0.4196

Framework versions

• Transformers 4.43.4
• Pytorch 2.4.1
• Datasets 3.0.0
• Tokenizers 0.19.1