rtdetr-r50-fruits3-finetune

This model is a fine-tuned version of hungnguyen2k4/rtdetr-r50-fruits3-finetune on an unknown dataset. It achieves the following results on the evaluation set:

• Loss: 6.3814
• Map: 0.451
• Map 50: 0.577
• Map 75: 0.4711
• Map Small: 0.1525
• Map Medium: 0.3984
• Map Large: 0.6229
• Mar 1: 0.2597
• Mar 10: 0.5559
• Mar 100: 0.6486
• Mar Small: 0.2824
• Mar Medium: 0.6163
• Mar Large: 0.8239
• Map Apple: 0.414
• Mar 100 Apple: 0.6279
• Map Banana: 0.4849
• Mar 100 Banana: 0.6634
• Map Grapes: 0.3851
• Mar 100 Grapes: 0.5347
• Map Orange: 0.4634
• Mar 100 Orange: 0.5853
• Map Pineapple: 0.4865
• Mar 100 Pineapple: 0.7123
• Map Watermelon: 0.4719
• Mar 100 Watermelon: 0.7682

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: 8
• eval_batch_size: 8
• seed: 42
• optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
• lr_scheduler_type: linear
• lr_scheduler_warmup_steps: 300
• num_epochs: 100

Training results

Training Loss	Epoch	Step	Validation Loss	Map	Map 50	Map 75	Map Small	Map Medium	Map Large	Mar 1	Mar 10	Mar 100	Mar Small	Mar Medium	Mar Large	Map Apple	Mar 100 Apple	Map Banana	Mar 100 Banana	Map Grapes	Mar 100 Grapes	Map Orange	Mar 100 Orange	Map Pineapple	Mar 100 Pineapple	Map Watermelon	Mar 100 Watermelon
5.0313	1.0	750	6.2947	0.4438	0.5596	0.4645	0.1824	0.3849	0.6026	0.259	0.5662	0.6825	0.3365	0.6469	0.8534	0.37	0.6605	0.5086	0.7149	0.3668	0.574	0.4653	0.6143	0.4633	0.7333	0.4888	0.798
5.2445	2.0	1500	6.3235	0.4481	0.5678	0.4688	0.1761	0.3927	0.6154	0.261	0.5561	0.6672	0.3268	0.6272	0.8396	0.4083	0.6548	0.4793	0.6883	0.3771	0.5479	0.4632	0.6048	0.4812	0.7181	0.4793	0.7892
5.2765	3.0	2250	6.3657	0.4468	0.5665	0.4654	0.1838	0.3837	0.6157	0.2638	0.5533	0.6669	0.3251	0.629	0.8379	0.4109	0.6555	0.4869	0.6964	0.3737	0.5498	0.4537	0.6025	0.4802	0.7076	0.4752	0.7895
5.2667	4.0	3000	6.3716	0.4438	0.5617	0.4609	0.1918	0.3911	0.6058	0.2593	0.5639	0.6774	0.3197	0.6498	0.8465	0.3934	0.6541	0.4739	0.6915	0.3666	0.5613	0.4691	0.6182	0.4801	0.7391	0.48	0.8003
5.2621	5.0	3750	6.3076	0.4311	0.5453	0.4505	0.1744	0.3806	0.5969	0.2563	0.5523	0.6688	0.3053	0.6418	0.8416	0.3924	0.646	0.4774	0.7105	0.3707	0.5478	0.4677	0.6103	0.4227	0.712	0.4558	0.7864
5.2791	6.0	4500	6.3221	0.4441	0.5615	0.4641	0.1874	0.4053	0.6033	0.2602	0.5554	0.6749	0.3168	0.65	0.8432	0.3838	0.6602	0.4714	0.6986	0.3729	0.5514	0.4681	0.6139	0.4716	0.7399	0.4966	0.7855
5.1685	7.0	5250	6.3336	0.4465	0.5642	0.4655	0.1953	0.3943	0.6037	0.2602	0.5578	0.68	0.3222	0.6509	0.8488	0.3837	0.6587	0.4827	0.7058	0.3727	0.5512	0.4722	0.6178	0.5069	0.7435	0.4606	0.8028
5.1741	8.0	6000	6.3023	0.4433	0.5608	0.4611	0.1795	0.39	0.6114	0.2575	0.5496	0.6706	0.3162	0.6321	0.8443	0.4099	0.6515	0.462	0.6919	0.3651	0.5454	0.4725	0.6176	0.4874	0.7413	0.4628	0.7756
5.1586	9.0	6750	6.2554	0.4394	0.5576	0.4563	0.1819	0.3806	0.6059	0.2556	0.5481	0.6747	0.3209	0.6432	0.8464	0.4059	0.6532	0.4797	0.7117	0.3594	0.55	0.4718	0.6234	0.4536	0.7268	0.4662	0.783
5.1687	10.0	7500	6.2936	0.4403	0.5562	0.4595	0.1698	0.3837	0.6054	0.2593	0.5534	0.6691	0.2979	0.6356	0.8422	0.4094	0.6504	0.4809	0.7055	0.3777	0.5513	0.4623	0.6037	0.459	0.7424	0.4522	0.7614
5.1134	11.0	8250	6.1813	0.4491	0.5693	0.4684	0.1795	0.3825	0.6261	0.2594	0.5589	0.6707	0.3094	0.6393	0.8429	0.421	0.6534	0.4832	0.6953	0.3716	0.5524	0.4747	0.6132	0.4995	0.7337	0.4444	0.7761
5.086	12.0	9000	6.1898	0.4536	0.5735	0.4728	0.1876	0.3927	0.6221	0.2604	0.5557	0.6681	0.3098	0.6312	0.8426	0.4177	0.6544	0.4992	0.6922	0.3776	0.5537	0.4724	0.6115	0.4962	0.7272	0.4587	0.7693
5.1159	13.0	9750	6.2393	0.4525	0.57	0.4699	0.1807	0.3885	0.6252	0.2601	0.5562	0.6683	0.3156	0.6281	0.8426	0.4231	0.6533	0.4917	0.6907	0.3732	0.5527	0.4686	0.6047	0.4857	0.7268	0.4725	0.7815
5.053	14.0	10500	6.2556	0.4562	0.5751	0.4778	0.1731	0.3906	0.6251	0.2613	0.563	0.6666	0.2991	0.6385	0.835	0.4298	0.6536	0.4798	0.6822	0.3818	0.5516	0.4753	0.6112	0.4814	0.7272	0.4891	0.7739
5.0245	15.0	11250	6.2375	0.4438	0.5619	0.4635	0.177	0.3888	0.6092	0.2634	0.5641	0.6796	0.3226	0.6507	0.8495	0.417	0.6714	0.4842	0.7032	0.3735	0.5625	0.4748	0.6194	0.4493	0.7453	0.464	0.7761
5.0051	16.0	12000	6.3607	0.4464	0.5629	0.4641	0.1865	0.3769	0.6152	0.2593	0.5577	0.6691	0.3103	0.6353	0.8408	0.43	0.6581	0.4725	0.7059	0.3858	0.5497	0.4707	0.6107	0.4761	0.7272	0.4433	0.7631
5.013	17.0	12750	6.3531	0.4421	0.5586	0.46	0.1734	0.3774	0.6116	0.2606	0.5548	0.6709	0.3061	0.6318	0.8486	0.4122	0.6442	0.469	0.7059	0.3825	0.5595	0.4771	0.6172	0.4659	0.7225	0.4459	0.7761
4.9832	18.0	13500	6.3187	0.4491	0.5689	0.4673	0.1711	0.3764	0.6238	0.2639	0.56	0.6752	0.2958	0.6418	0.8486	0.4235	0.6583	0.4733	0.6979	0.3878	0.5651	0.4732	0.6103	0.4717	0.7286	0.4651	0.7912
4.969	19.0	14250	6.3475	0.447	0.5689	0.4642	0.1693	0.3762	0.6252	0.2611	0.5533	0.6596	0.2941	0.6197	0.8373	0.429	0.6444	0.4784	0.6843	0.3768	0.5408	0.469	0.603	0.4769	0.7293	0.4517	0.7557
4.9663	20.0	15000	6.2937	0.4446	0.5658	0.4633	0.1804	0.3966	0.6036	0.2601	0.5634	0.6722	0.3059	0.6387	0.8455	0.4052	0.6529	0.4834	0.7012	0.3799	0.5593	0.4663	0.6088	0.4847	0.738	0.448	0.773
4.9453	21.0	15750	6.3826	0.441	0.5597	0.4573	0.1654	0.3877	0.6067	0.2595	0.5504	0.6656	0.2911	0.6322	0.8431	0.4175	0.6413	0.4729	0.6847	0.3722	0.5532	0.467	0.6033	0.4527	0.7301	0.4638	0.781
4.944	22.0	16500	6.2947	0.4445	0.5588	0.4629	0.1601	0.3859	0.6154	0.2589	0.5613	0.6711	0.2972	0.6381	0.8452	0.4203	0.6605	0.4929	0.6926	0.3814	0.5621	0.4686	0.609	0.4469	0.7203	0.4568	0.7821
4.8461	23.0	17250	6.2290	0.4516	0.5677	0.4696	0.1603	0.3856	0.6296	0.2669	0.5613	0.6644	0.2924	0.6267	0.8455	0.4014	0.6316	0.4865	0.6918	0.3729	0.5545	0.4719	0.6021	0.4918	0.7283	0.4852	0.7781
4.8874	24.0	18000	6.2708	0.4419	0.5601	0.46	0.156	0.3875	0.6095	0.2592	0.5628	0.6708	0.2843	0.6415	0.8442	0.4089	0.6576	0.4825	0.683	0.38	0.5559	0.4748	0.6118	0.4406	0.7261	0.4644	0.7903
4.8725	25.0	18750	6.2292	0.4447	0.563	0.4624	0.156	0.3754	0.6197	0.2652	0.5666	0.6812	0.315	0.6484	0.8546	0.409	0.6616	0.4903	0.7062	0.3724	0.5621	0.4715	0.6133	0.4765	0.7467	0.4485	0.7972
4.8719	26.0	19500	6.3194	0.4479	0.5631	0.4667	0.1586	0.3825	0.6198	0.2612	0.5561	0.6713	0.3205	0.6315	0.845	0.4182	0.65	0.4852	0.6897	0.3702	0.5541	0.4663	0.609	0.4825	0.7431	0.4649	0.7818
4.8174	27.0	20250	6.4288	0.441	0.5608	0.4598	0.1583	0.3814	0.6083	0.2609	0.5609	0.672	0.3081	0.6399	0.8434	0.3935	0.6531	0.4838	0.6878	0.3602	0.563	0.4631	0.6115	0.4921	0.7359	0.4531	0.7807
4.7838	28.0	21000	6.2383	0.4506	0.5716	0.4681	0.1548	0.383	0.6316	0.2642	0.5604	0.6687	0.2967	0.6327	0.8455	0.4234	0.6466	0.4866	0.6859	0.3802	0.5568	0.471	0.6092	0.482	0.7279	0.46	0.7861
4.8114	29.0	21750	6.2100	0.4527	0.5711	0.4717	0.1852	0.3821	0.6292	0.2644	0.5619	0.6766	0.3265	0.646	0.8448	0.4239	0.649	0.4828	0.7	0.3725	0.5615	0.4742	0.6127	0.4846	0.7442	0.4782	0.792
4.7922	30.0	22500	6.2775	0.4498	0.5686	0.4682	0.1745	0.3788	0.627	0.2609	0.56	0.6739	0.2965	0.642	0.8482	0.4191	0.6516	0.469	0.6991	0.38	0.5579	0.4699	0.607	0.4684	0.7366	0.4924	0.7909
4.762	31.0	23250	6.4143	0.4439	0.5638	0.4627	0.1631	0.3745	0.6213	0.2594	0.5512	0.6617	0.2948	0.617	0.8441	0.4032	0.6403	0.478	0.6819	0.3721	0.5363	0.4603	0.6026	0.4771	0.7304	0.4724	0.7787
4.6992	32.0	24000	6.3190	0.4504	0.5685	0.4714	0.1678	0.3847	0.624	0.2622	0.5595	0.6688	0.3128	0.6319	0.844	0.4166	0.643	0.4773	0.6938	0.3883	0.556	0.4628	0.607	0.475	0.7293	0.4825	0.7835
4.7739	33.0	24750	6.3012	0.4537	0.5741	0.4744	0.1746	0.3849	0.6288	0.2639	0.5578	0.6603	0.3051	0.6245	0.8351	0.4279	0.6485	0.475	0.674	0.3832	0.5435	0.4706	0.6029	0.478	0.7236	0.4874	0.7693
4.6688	34.0	25500	6.3192	0.4455	0.5656	0.4647	0.1706	0.374	0.6162	0.2603	0.5564	0.6634	0.3166	0.6207	0.8368	0.4003	0.6493	0.4743	0.6869	0.3686	0.5388	0.469	0.6071	0.484	0.7163	0.4769	0.7818
4.7134	35.0	26250	6.2592	0.4436	0.5651	0.4635	0.1686	0.3877	0.608	0.2601	0.5595	0.6677	0.3155	0.6313	0.8419	0.4057	0.6532	0.4842	0.6901	0.3817	0.5615	0.4655	0.5988	0.4636	0.7217	0.4608	0.781
4.6466	36.0	27000	6.3395	0.4514	0.5746	0.4706	0.151	0.3929	0.6216	0.2611	0.5565	0.6662	0.2896	0.6336	0.8402	0.4139	0.6601	0.471	0.6859	0.3858	0.5496	0.4698	0.6074	0.47	0.7109	0.4979	0.7835
4.6496	37.0	27750	6.2758	0.4454	0.5678	0.4641	0.1593	0.3919	0.6139	0.2584	0.5539	0.6648	0.31	0.6275	0.8377	0.4097	0.6454	0.4915	0.6848	0.3734	0.5537	0.4717	0.6052	0.4553	0.7243	0.4706	0.7756
4.6838	38.0	28500	6.2544	0.4483	0.5684	0.4675	0.1502	0.3928	0.6171	0.2603	0.5587	0.6669	0.3052	0.6337	0.8414	0.4101	0.6451	0.4893	0.6802	0.3805	0.5559	0.4765	0.6096	0.4755	0.7308	0.4577	0.7795
4.6215	39.0	29250	6.2005	0.4499	0.574	0.4684	0.1691	0.3993	0.6104	0.2572	0.5597	0.6724	0.3177	0.6394	0.8409	0.4076	0.6617	0.4906	0.6848	0.3695	0.5598	0.4727	0.6086	0.4652	0.7279	0.4938	0.7915
4.6845	40.0	30000	6.3553	0.4404	0.5648	0.4604	0.1476	0.3735	0.6143	0.2566	0.555	0.6608	0.2957	0.6312	0.8288	0.4097	0.6483	0.483	0.6772	0.3638	0.5433	0.4631	0.5981	0.4507	0.7225	0.4722	0.7753
4.6335	41.0	30750	6.2897	0.4501	0.5755	0.4659	0.1699	0.3869	0.6285	0.2634	0.5533	0.6634	0.2994	0.6304	0.8368	0.421	0.6438	0.4802	0.6757	0.3763	0.5496	0.4627	0.5983	0.4855	0.7366	0.4748	0.7764
4.6212	42.0	31500	6.3023	0.4469	0.57	0.4666	0.17	0.3844	0.6217	0.2581	0.5567	0.6647	0.2998	0.6284	0.8416	0.4109	0.6414	0.4825	0.6953	0.3681	0.541	0.4721	0.604	0.4897	0.7308	0.4582	0.7759
4.6076	43.0	32250	6.3992	0.4471	0.5687	0.4677	0.1674	0.3836	0.6205	0.2584	0.552	0.6618	0.2964	0.6292	0.8353	0.4019	0.6461	0.4827	0.6702	0.3697	0.5425	0.47	0.6064	0.4805	0.7337	0.4777	0.7716
4.5679	44.0	33000	6.3450	0.4492	0.57	0.4671	0.1656	0.3758	0.6262	0.2604	0.5543	0.659	0.292	0.6206	0.8351	0.4104	0.6416	0.4762	0.6664	0.3837	0.5423	0.4729	0.6038	0.4789	0.7308	0.4733	0.769
4.5852	45.0	33750	6.3629	0.4454	0.5681	0.4625	0.1484	0.3758	0.6235	0.2605	0.5561	0.6556	0.2755	0.617	0.834	0.4128	0.6459	0.4824	0.6685	0.382	0.5391	0.4669	0.6023	0.4734	0.7091	0.4548	0.7688
4.5823	46.0	34500	6.4542	0.4445	0.5601	0.4625	0.149	0.3807	0.618	0.2587	0.5472	0.6486	0.2701	0.6073	0.8285	0.416	0.6257	0.4817	0.6834	0.3743	0.5266	0.4624	0.593	0.4599	0.6964	0.4726	0.7668
4.4925	47.0	35250	6.4246	0.443	0.5649	0.4634	0.1517	0.3825	0.6139	0.2606	0.551	0.6503	0.2749	0.6106	0.8303	0.4136	0.6339	0.4839	0.6679	0.3779	0.5346	0.4594	0.5932	0.4586	0.7076	0.4646	0.7648
4.4915	48.0	36000	6.3742	0.4427	0.5644	0.4638	0.1536	0.3845	0.6111	0.2598	0.5571	0.6532	0.2809	0.6171	0.8294	0.402	0.6355	0.4753	0.6749	0.3794	0.5323	0.4612	0.5923	0.4746	0.7141	0.4635	0.7702
4.5477	49.0	36750	6.3394	0.4486	0.5709	0.4699	0.1563	0.3945	0.614	0.2622	0.5538	0.6522	0.2762	0.6147	0.8265	0.4017	0.623	0.4851	0.671	0.3893	0.5387	0.4625	0.5867	0.4837	0.717	0.4695	0.777
4.4998	50.0	37500	6.3357	0.4579	0.5764	0.4793	0.1707	0.39	0.6327	0.2614	0.5599	0.6565	0.2805	0.6145	0.8361	0.4186	0.6375	0.4836	0.6653	0.3801	0.5403	0.4644	0.5992	0.4981	0.7203	0.5029	0.7761
4.4853	51.0	38250	6.3613	0.4525	0.5718	0.4734	0.1546	0.3889	0.6266	0.2629	0.5592	0.6542	0.2859	0.6164	0.8316	0.4152	0.6398	0.4856	0.6761	0.385	0.531	0.4648	0.5912	0.469	0.7101	0.4957	0.777
4.473	52.0	39000	6.3178	0.4524	0.5754	0.4733	0.1645	0.3925	0.6222	0.2595	0.5568	0.6583	0.2996	0.6176	0.8364	0.4079	0.6332	0.4911	0.6837	0.3801	0.5324	0.4643	0.5938	0.4887	0.7199	0.4822	0.7869
4.4382	53.0	39750	6.2693	0.4459	0.5689	0.4652	0.1611	0.3961	0.6134	0.2601	0.5558	0.6544	0.2935	0.6196	0.8287	0.4074	0.6334	0.4748	0.6571	0.3764	0.5447	0.4657	0.5938	0.4798	0.7308	0.4713	0.7668
4.4356	54.0	40500	6.3078	0.4525	0.5763	0.4723	0.1833	0.3904	0.6259	0.2613	0.5605	0.6613	0.3094	0.6193	0.8382	0.4097	0.6379	0.4798	0.6795	0.38	0.5402	0.4712	0.6049	0.4988	0.7272	0.4753	0.7784
4.4097	55.0	41250	6.2911	0.4532	0.5744	0.4747	0.165	0.3931	0.6249	0.2614	0.5597	0.6548	0.2843	0.62	0.8319	0.4221	0.635	0.4841	0.6699	0.3802	0.5364	0.4625	0.5891	0.4993	0.7196	0.4709	0.7787
4.4258	56.0	42000	6.3472	0.451	0.5717	0.4701	0.1754	0.3896	0.6229	0.2614	0.5575	0.6563	0.2767	0.6196	0.8363	0.4084	0.6389	0.4792	0.6702	0.379	0.5358	0.4668	0.5988	0.4959	0.7203	0.4766	0.7736
4.3746	57.0	42750	6.3523	0.4553	0.5769	0.4753	0.1671	0.399	0.6245	0.2621	0.5593	0.6573	0.2776	0.6219	0.8371	0.4116	0.6313	0.4876	0.6763	0.3797	0.5315	0.4672	0.5962	0.4811	0.7301	0.5045	0.7787
4.3792	58.0	43500	6.3680	0.4552	0.578	0.4755	0.1698	0.3979	0.627	0.2637	0.5548	0.6496	0.2731	0.616	0.8265	0.4271	0.6317	0.4828	0.6502	0.3798	0.5259	0.4645	0.5851	0.4962	0.7304	0.4809	0.7741
4.3985	59.0	44250	6.3912	0.4468	0.5659	0.4677	0.159	0.3862	0.6215	0.2629	0.5546	0.6554	0.2914	0.6177	0.8335	0.4161	0.6342	0.4772	0.6678	0.3732	0.5251	0.4669	0.5988	0.4769	0.7239	0.4705	0.7824
4.3346	60.0	45000	6.3867	0.4476	0.5699	0.4686	0.1722	0.3853	0.6222	0.261	0.5511	0.6481	0.2826	0.6052	0.8311	0.4204	0.6271	0.4762	0.665	0.3814	0.5261	0.4602	0.5873	0.4765	0.7192	0.4711	0.7636
4.3477	61.0	45750	6.3836	0.4522	0.5761	0.4716	0.158	0.3983	0.6223	0.2592	0.5542	0.651	0.2773	0.6131	0.83	0.4244	0.6332	0.4816	0.6626	0.3847	0.5347	0.4648	0.5942	0.4814	0.712	0.476	0.7693
4.3424	62.0	46500	6.3746	0.4488	0.5732	0.4668	0.1658	0.3916	0.6169	0.259	0.556	0.6547	0.2904	0.6166	0.8336	0.4131	0.6312	0.4765	0.6781	0.3786	0.5348	0.4625	0.5922	0.4837	0.7185	0.4783	0.7733
4.3573	63.0	47250	6.2791	0.4541	0.5806	0.4728	0.1692	0.4052	0.6217	0.2609	0.5601	0.6547	0.2954	0.6172	0.8312	0.4176	0.6341	0.4821	0.6784	0.3831	0.5362	0.4747	0.6006	0.4915	0.7127	0.4758	0.7659
4.3456	64.0	48000	6.3824	0.4503	0.5764	0.4705	0.1706	0.3959	0.6185	0.2608	0.555	0.6511	0.2927	0.617	0.8299	0.4044	0.6235	0.4904	0.6729	0.3818	0.5314	0.4621	0.5869	0.4926	0.7261	0.4704	0.7659
4.3398	65.0	48750	6.3974	0.4499	0.5731	0.4696	0.168	0.3947	0.6149	0.2603	0.56	0.6546	0.2979	0.6214	0.8295	0.4024	0.6251	0.4972	0.6772	0.3833	0.5378	0.4627	0.5912	0.479	0.7203	0.4747	0.7759
4.2543	66.0	49500	6.3934	0.4441	0.5693	0.4642	0.171	0.3841	0.6148	0.2591	0.5487	0.6485	0.3061	0.6099	0.8226	0.4052	0.6245	0.481	0.6594	0.3823	0.533	0.4609	0.5867	0.4621	0.717	0.4728	0.7702
4.3173	67.0	50250	6.4079	0.4481	0.5709	0.4666	0.1828	0.3856	0.6172	0.2614	0.5481	0.6492	0.2937	0.6044	0.8291	0.4061	0.6242	0.4669	0.6649	0.3837	0.5362	0.4615	0.5885	0.478	0.7181	0.4927	0.7631
4.3033	68.0	51000	6.4394	0.4431	0.5659	0.4606	0.1611	0.3885	0.6098	0.2591	0.5493	0.6466	0.2845	0.6125	0.8199	0.3957	0.6171	0.4822	0.6734	0.3772	0.5298	0.4553	0.5806	0.4726	0.7152	0.4758	0.7634
4.301	69.0	51750	6.4142	0.4468	0.571	0.4635	0.1723	0.3904	0.6149	0.2602	0.5524	0.6483	0.2938	0.6171	0.8217	0.4013	0.6134	0.4844	0.6617	0.3749	0.5221	0.4617	0.5881	0.4729	0.7326	0.4857	0.7716
4.2744	70.0	52500	6.3322	0.4506	0.5748	0.4686	0.1573	0.3967	0.6208	0.262	0.554	0.6538	0.2927	0.6201	0.8288	0.412	0.6241	0.4969	0.6766	0.3821	0.5379	0.4662	0.5927	0.4771	0.717	0.4696	0.7741
4.2843	71.0	53250	6.3535	0.4511	0.5754	0.4709	0.1614	0.3915	0.6213	0.2623	0.5559	0.6547	0.2942	0.6271	0.8254	0.4178	0.633	0.4947	0.6783	0.3798	0.5318	0.4658	0.5945	0.479	0.7188	0.4697	0.7716
4.2773	72.0	54000	6.3532	0.4483	0.5724	0.4668	0.1516	0.3936	0.6173	0.2629	0.5528	0.6523	0.2806	0.6187	0.8263	0.4087	0.6297	0.4935	0.6761	0.3817	0.5322	0.4619	0.5896	0.4733	0.712	0.4704	0.7741
4.2436	73.0	54750	6.3457	0.4467	0.571	0.4649	0.1566	0.3916	0.6182	0.2603	0.5572	0.652	0.285	0.616	0.8287	0.4066	0.6282	0.4855	0.6731	0.3833	0.5302	0.4639	0.5913	0.4808	0.7145	0.4598	0.7747
4.1801	74.0	55500	6.4462	0.4485	0.5718	0.4662	0.1619	0.396	0.6143	0.2589	0.5545	0.6516	0.2865	0.6173	0.8259	0.4039	0.6265	0.4858	0.6713	0.3877	0.5379	0.4569	0.5868	0.4809	0.7127	0.4758	0.7741
4.1892	75.0	56250	6.3557	0.4554	0.5782	0.4773	0.1636	0.404	0.6239	0.2628	0.5558	0.653	0.2897	0.619	0.8283	0.4181	0.6252	0.493	0.6736	0.3898	0.5334	0.4631	0.5883	0.4856	0.7221	0.4828	0.7753
4.2115	76.0	57000	6.4419	0.4481	0.5737	0.4686	0.1674	0.3964	0.6174	0.2595	0.5556	0.653	0.2847	0.6172	0.8303	0.4104	0.6306	0.4884	0.6713	0.3815	0.533	0.4644	0.5955	0.4785	0.7145	0.465	0.773
4.1768	77.0	57750	6.4002	0.4488	0.5738	0.4705	0.1692	0.3951	0.6191	0.26	0.5582	0.6526	0.2943	0.6169	0.8279	0.4135	0.6317	0.4854	0.666	0.3877	0.5389	0.464	0.5889	0.4791	0.7167	0.4631	0.7733
4.1451	78.0	58500	6.3761	0.4529	0.5759	0.474	0.1767	0.3992	0.6226	0.2589	0.5524	0.65	0.2929	0.6156	0.8229	0.4182	0.628	0.4922	0.6687	0.3837	0.5368	0.4639	0.5917	0.4864	0.7112	0.4732	0.7634
4.1943	79.0	59250	6.3472	0.4528	0.576	0.475	0.166	0.3992	0.6257	0.2627	0.5555	0.6509	0.2876	0.617	0.8272	0.4107	0.6285	0.4874	0.6605	0.3912	0.5399	0.4649	0.592	0.4939	0.7098	0.4689	0.775
4.1389	80.0	60000	6.3517	0.4517	0.5756	0.4715	0.1662	0.3953	0.6248	0.2614	0.5564	0.6531	0.2888	0.6175	0.829	0.4081	0.6274	0.4841	0.6609	0.3881	0.5406	0.4652	0.5911	0.4877	0.7192	0.4772	0.7793
4.1631	81.0	60750	6.3836	0.452	0.5757	0.4724	0.1563	0.3957	0.6246	0.2606	0.5565	0.6515	0.2867	0.617	0.8255	0.4151	0.6358	0.4833	0.6599	0.3866	0.5457	0.4631	0.5893	0.4861	0.7051	0.478	0.7733
4.1101	82.0	61500	6.4124	0.45	0.5764	0.4691	0.1702	0.3973	0.6189	0.2596	0.5568	0.6476	0.2868	0.6145	0.8208	0.4135	0.6331	0.4834	0.6562	0.3855	0.5379	0.4632	0.5883	0.4806	0.7058	0.4741	0.7645
4.1434	83.0	62250	6.3874	0.4508	0.5749	0.4715	0.1585	0.3961	0.6219	0.2606	0.5567	0.6508	0.282	0.6186	0.8256	0.4167	0.6323	0.4822	0.6606	0.383	0.5405	0.4601	0.5854	0.4864	0.7138	0.4765	0.7724
4.1499	84.0	63000	6.3943	0.4554	0.5792	0.4771	0.1746	0.3997	0.6266	0.263	0.5563	0.6492	0.2857	0.618	0.823	0.4179	0.6287	0.4854	0.6546	0.388	0.5354	0.4646	0.5883	0.4968	0.7199	0.4794	0.7682
4.1375	85.0	63750	6.4280	0.4528	0.5797	0.4742	0.1709	0.3993	0.6218	0.26	0.5546	0.6493	0.2926	0.6176	0.8208	0.4167	0.6331	0.4834	0.66	0.3856	0.5346	0.4618	0.5861	0.4943	0.7127	0.4749	0.7693
4.1307	86.0	64500	6.3903	0.4526	0.5785	0.4731	0.1561	0.3978	0.6235	0.2606	0.5533	0.6467	0.2931	0.6096	0.8224	0.416	0.6291	0.4909	0.6619	0.3805	0.5285	0.4635	0.5866	0.4902	0.7062	0.4745	0.7682
4.0945	87.0	65250	6.3904	0.4537	0.5771	0.475	0.1568	0.3961	0.6257	0.2597	0.5518	0.6448	0.2812	0.6092	0.8203	0.42	0.6293	0.4876	0.6619	0.3859	0.5273	0.4638	0.5852	0.4892	0.7025	0.4757	0.7628
4.0563	88.0	66000	6.3995	0.4489	0.5735	0.4693	0.1534	0.3948	0.6212	0.259	0.5512	0.6478	0.2841	0.6135	0.8229	0.4112	0.628	0.4824	0.6695	0.3827	0.5305	0.4624	0.589	0.4793	0.7112	0.4756	0.7585
4.0825	89.0	66750	6.3915	0.4511	0.5756	0.4707	0.1537	0.3946	0.6261	0.2607	0.5514	0.6483	0.2837	0.6168	0.8231	0.4168	0.6268	0.4833	0.6605	0.3859	0.5351	0.4619	0.5864	0.4857	0.7214	0.4731	0.7597
4.0966	90.0	67500	6.3784	0.4508	0.5761	0.4697	0.1514	0.4022	0.6219	0.2612	0.5518	0.6453	0.2748	0.6165	0.8193	0.4139	0.6238	0.4845	0.6588	0.3828	0.5335	0.4621	0.5855	0.4857	0.7109	0.4756	0.7591
4.0597	91.0	68250	6.3520	0.452	0.5778	0.4723	0.1539	0.3996	0.6231	0.2592	0.5564	0.653	0.2898	0.6207	0.829	0.4116	0.6306	0.4872	0.672	0.3819	0.5352	0.4662	0.5922	0.485	0.7163	0.4804	0.7713
4.0549	92.0	69000	6.4018	0.449	0.5728	0.4684	0.1509	0.3961	0.6204	0.2582	0.5525	0.6467	0.284	0.6126	0.8218	0.4111	0.6265	0.4838	0.6622	0.3818	0.5314	0.4585	0.5834	0.482	0.7138	0.477	0.7628
4.0616	93.0	69750	6.3523	0.4507	0.5757	0.4707	0.1566	0.3977	0.6225	0.2588	0.5546	0.6483	0.2905	0.6142	0.8237	0.4151	0.6315	0.485	0.6628	0.3828	0.5354	0.4649	0.5878	0.4786	0.7094	0.4778	0.7631
4.0589	94.0	70500	6.3775	0.4513	0.5766	0.4718	0.1526	0.3988	0.6227	0.2591	0.5551	0.6465	0.2907	0.6128	0.8204	0.415	0.6268	0.4841	0.6585	0.3863	0.5328	0.4631	0.5852	0.4755	0.7069	0.4838	0.7688
4.0038	95.0	71250	6.4050	0.449	0.5738	0.4697	0.1539	0.3968	0.6192	0.2577	0.5549	0.6451	0.2899	0.6127	0.8178	0.4126	0.6273	0.4818	0.6526	0.3843	0.5355	0.4595	0.5834	0.4803	0.7033	0.4756	0.7685
4.0564	96.0	72000	6.3711	0.4521	0.5774	0.4732	0.1543	0.3971	0.625	0.2602	0.5541	0.6474	0.2943	0.6116	0.8218	0.4195	0.6288	0.4832	0.6571	0.3833	0.5334	0.4621	0.5858	0.4878	0.7105	0.4765	0.769
4.0657	97.0	72750	6.3691	0.4509	0.5773	0.473	0.153	0.397	0.6243	0.2603	0.556	0.6479	0.2882	0.612	0.8245	0.4151	0.6307	0.4858	0.6596	0.3834	0.5342	0.4628	0.5851	0.4831	0.7054	0.4751	0.7727
4.0399	98.0	73500	6.3624	0.4519	0.5777	0.4729	0.1543	0.4004	0.6237	0.2604	0.5564	0.6486	0.2967	0.6131	0.8234	0.4165	0.6283	0.4846	0.6646	0.3822	0.5322	0.4632	0.5867	0.4859	0.713	0.4791	0.767
4.0439	99.0	74250	6.3840	0.4505	0.5764	0.4705	0.1519	0.3954	0.6238	0.2604	0.5554	0.6503	0.2874	0.6183	0.8257	0.4163	0.6299	0.4827	0.6673	0.3843	0.5367	0.4617	0.5859	0.4803	0.7123	0.4776	0.7699
3.9668	100.0	75000	6.3814	0.451	0.577	0.4711	0.1525	0.3984	0.6229	0.2597	0.5559	0.6486	0.2824	0.6163	0.8239	0.414	0.6279	0.4849	0.6634	0.3851	0.5347	0.4634	0.5853	0.4865	0.7123	0.4719	0.7682

Framework versions

• Transformers 4.53.0.dev0
• Pytorch 2.6.0+cu124
• Datasets 3.6.0
• Tokenizers 0.21.1