mobilenetv2-typecoffee-5

This model is a fine-tuned version of google/mobilenet_v2_1.0_224 on the Master-Rapha7/TypeCoffee_32x32 dataset. It achieves the following results on the evaluation set:

• Loss: 0.4214
• Accuracy: 0.8520
• Precision: 0.8543
• Recall: 0.8531
• F1: 0.8530
• Precision Durariadorio 32x32: 0.8105
• Recall Durariadorio 32x32: 0.8542
• F1 Durariadorio 32x32: 0.8318
• Precision Mole 32x32: 0.9086
• Recall Mole 32x32: 0.8281
• F1 Mole 32x32: 0.8665
• Precision Quebrado 32x32: 0.8625
• Recall Quebrado 32x32: 0.9253
• F1 Quebrado 32x32: 0.8928
• Precision Riadorio 32x32: 0.7709
• Recall Riadorio 32x32: 0.7582
• F1 Riadorio 32x32: 0.7645
• Precision Riofechado 32x32: 0.9192
• Recall Riofechado 32x32: 0.8998
• F1 Riofechado 32x32: 0.9094

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: 16
• eval_batch_size: 16
• 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
• num_epochs: 100.0

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy	Precision	Recall	F1	Precision Durariadorio 32x32	Recall Durariadorio 32x32	F1 Durariadorio 32x32	Precision Mole 32x32	Recall Mole 32x32	F1 Mole 32x32	Precision Quebrado 32x32	Recall Quebrado 32x32	F1 Quebrado 32x32	Precision Riadorio 32x32	Recall Riadorio 32x32	F1 Riadorio 32x32	Precision Riofechado 32x32	Recall Riofechado 32x32	F1 Riofechado 32x32
1.1437	1.0	1453	0.9896	0.6055	0.6371	0.6049	0.6042	0.5118	0.6042	0.5541	0.6273	0.4705	0.5377	0.7538	0.8663	0.8061	0.4676	0.6283	0.5361	0.8248	0.4552	0.5866
0.9483	2.0	2906	0.8851	0.6561	0.6812	0.6611	0.6352	0.6019	0.5590	0.5797	0.7471	0.6823	0.7132	0.7504	0.9132	0.8238	0.7647	0.2566	0.3842	0.5421	0.8946	0.6751
0.8019	3.0	4359	0.7375	0.7133	0.7174	0.7151	0.7047	0.7552	0.5035	0.6042	0.7056	0.8281	0.7620	0.6929	0.9635	0.8061	0.6601	0.5493	0.5996	0.7732	0.7311	0.7516
0.8397	4.0	5812	0.6973	0.7339	0.7599	0.7355	0.7352	0.5708	0.8403	0.6798	0.7906	0.7274	0.7577	0.8135	0.9010	0.8550	0.6988	0.5724	0.6293	0.9258	0.6362	0.7542
0.8214	5.0	7265	0.6209	0.7639	0.7770	0.7653	0.7564	0.8522	0.5104	0.6384	0.6899	0.9271	0.7911	0.7723	0.9601	0.8560	0.7067	0.6382	0.6707	0.8637	0.7909	0.8257
0.9074	6.0	8718	0.6062	0.7580	0.7878	0.7582	0.7618	0.7020	0.8056	0.7502	0.9311	0.5868	0.7199	0.8555	0.8837	0.8693	0.5754	0.7401	0.6475	0.875	0.7750	0.8220
0.8228	7.0	10171	0.6415	0.7621	0.7812	0.7628	0.7600	0.6774	0.7292	0.7023	0.9341	0.5417	0.6857	0.8528	0.9253	0.8876	0.6320	0.7286	0.6769	0.8096	0.8893	0.8476
0.7683	8.0	11624	0.5603	0.7866	0.7937	0.7883	0.7826	0.7844	0.6441	0.7073	0.7361	0.9201	0.8179	0.7609	0.9670	0.8517	0.7807	0.6266	0.6953	0.9065	0.7838	0.8407
0.6675	9.0	13077	0.7410	0.7188	0.7695	0.7180	0.7228	0.6933	0.7222	0.7075	0.9178	0.5816	0.7120	0.92	0.5990	0.7256	0.5342	0.8224	0.6477	0.7822	0.8647	0.8214
0.7493	10.0	14530	0.5432	0.7928	0.8062	0.7941	0.7910	0.6846	0.8628	0.7634	0.9233	0.6267	0.7466	0.8119	0.9514	0.8761	0.7505	0.6826	0.7149	0.8607	0.8471	0.8539
0.7794	11.0	15983	0.5717	0.7886	0.7925	0.7895	0.7878	0.7760	0.6858	0.7281	0.8260	0.8160	0.8210	0.7737	0.9618	0.8576	0.7044	0.7056	0.7050	0.8825	0.7786	0.8273
0.6935	12.0	17436	0.5277	0.8055	0.8136	0.8069	0.8010	0.9144	0.5938	0.72	0.7840	0.9201	0.8466	0.8057	0.9288	0.8629	0.7465	0.7023	0.7237	0.8174	0.8893	0.8519
0.6499	13.0	18889	0.4573	0.8231	0.8292	0.8236	0.8246	0.8	0.7917	0.7958	0.8783	0.8142	0.8450	0.8249	0.9323	0.8753	0.7189	0.7697	0.7434	0.9238	0.8102	0.8633
0.6982	14.0	20342	0.6069	0.7818	0.7949	0.7828	0.7831	0.6640	0.8785	0.7564	0.8384	0.8108	0.8244	0.8993	0.6979	0.7859	0.7540	0.7007	0.7263	0.8188	0.8260	0.8224
0.7184	15.0	21795	0.6539	0.7625	0.7959	0.7623	0.7562	0.9402	0.4913	0.6454	0.7606	0.8993	0.8242	0.7152	0.9635	0.8210	0.6490	0.7632	0.7014	0.9144	0.6942	0.7892
0.6292	16.0	23248	0.4354	0.8434	0.8430	0.8448	0.8427	0.8450	0.7760	0.8090	0.8464	0.8993	0.8721	0.8744	0.8941	0.8841	0.8098	0.7352	0.7707	0.8395	0.9192	0.8775
0.6507	17.0	24701	0.4339	0.8365	0.8390	0.8373	0.8375	0.8312	0.7778	0.8036	0.8845	0.8247	0.8535	0.8746	0.8837	0.8791	0.7387	0.7812	0.7594	0.8659	0.9192	0.8917
0.6504	18.0	26154	0.4613	0.8293	0.8384	0.8304	0.8305	0.7278	0.9097	0.8086	0.9153	0.7691	0.8358	0.8600	0.9062	0.8825	0.7696	0.7253	0.7468	0.9194	0.8418	0.8789
0.6098	19.0	27607	1.0089	0.6833	0.7793	0.6816	0.6783	0.5381	0.9201	0.6791	0.9423	0.5104	0.6622	0.8601	0.8003	0.8291	0.5604	0.7780	0.6515	0.9956	0.3989	0.5696
0.6226	20.0	29060	0.4602	0.8355	0.8379	0.8368	0.8355	0.8109	0.8264	0.8186	0.8356	0.8646	0.8498	0.8316	0.9514	0.8874	0.775	0.7138	0.7432	0.9364	0.8278	0.8787
0.5477	21.0	30513	0.6087	0.7924	0.8108	0.7940	0.7886	0.7119	0.875	0.7850	0.9544	0.6181	0.7503	0.7588	0.9774	0.8543	0.8333	0.6579	0.7353	0.7957	0.8418	0.8181
0.6007	22.0	31966	0.4432	0.8410	0.8451	0.8439	0.8371	0.7990	0.8628	0.8297	0.8508	0.9010	0.8752	0.8647	0.9323	0.8972	0.8960	0.5954	0.7154	0.8148	0.9279	0.8677
0.6439	23.0	33419	0.4214	0.8520	0.8543	0.8531	0.8530	0.8105	0.8542	0.8318	0.9086	0.8281	0.8665	0.8625	0.9253	0.8928	0.7709	0.7582	0.7645	0.9192	0.8998	0.9094
0.6058	24.0	34872	0.5593	0.8017	0.8086	0.8033	0.8012	0.7716	0.7917	0.7815	0.9172	0.7691	0.8366	0.7411	0.9392	0.8285	0.7934	0.6694	0.7261	0.8197	0.8471	0.8332
0.6746	25.0	36325	0.4657	0.8365	0.8385	0.8392	0.8332	0.8243	0.8229	0.8236	0.8812	0.8889	0.8850	0.8315	0.9427	0.8836	0.8555	0.6135	0.7146	0.8	0.9279	0.8592
0.5352	26.0	37778	0.4285	0.8413	0.8434	0.8427	0.8417	0.8551	0.8299	0.8423	0.9049	0.8420	0.8723	0.8715	0.8594	0.8654	0.7755	0.7385	0.7565	0.8100	0.9438	0.8718
0.6651	27.0	39231	0.5568	0.8265	0.8425	0.8298	0.8233	0.6822	0.9427	0.7915	0.8915	0.8420	0.8661	0.8678	0.9115	0.8891	0.8952	0.5477	0.6796	0.8759	0.9051	0.8902
0.5999	28.0	40684	0.6360	0.7838	0.8009	0.7852	0.7853	0.6978	0.8819	0.7791	0.7812	0.9115	0.8413	0.8810	0.7708	0.8222	0.6776	0.6464	0.6616	0.9667	0.7153	0.8222
0.542	29.0	42137	0.4588	0.8317	0.8461	0.8318	0.8354	0.8878	0.7552	0.8161	0.9062	0.8385	0.8711	0.8757	0.8194	0.8466	0.6649	0.8388	0.7418	0.8958	0.9069	0.9013
0.4775	30.0	43590	0.5173	0.8213	0.8209	0.8234	0.8209	0.8013	0.8611	0.8301	0.8042	0.8559	0.8293	0.8725	0.8316	0.8516	0.7590	0.6579	0.7048	0.8677	0.9104	0.8885
0.5762	31.0	45043	0.5442	0.8117	0.8230	0.8124	0.8135	0.8436	0.7587	0.7989	0.9224	0.7639	0.8357	0.8729	0.8108	0.8407	0.6825	0.7812	0.7285	0.7938	0.9473	0.8638
0.4745	32.0	46496	0.4626	0.8410	0.8445	0.8419	0.8425	0.8029	0.8767	0.8382	0.8957	0.8351	0.8643	0.8793	0.8351	0.8566	0.75	0.7697	0.7597	0.8944	0.8928	0.8936
0.4433	33.0	47949	0.7783	0.7828	0.8055	0.7841	0.7732	0.9617	0.4792	0.6396	0.8282	0.8785	0.8526	0.7624	0.9635	0.8512	0.7729	0.6941	0.7314	0.7026	0.9051	0.7911
0.5862	34.0	49402	0.5676	0.8348	0.8412	0.8380	0.8297	0.8079	0.8472	0.8271	0.7948	0.8941	0.8415	0.8441	0.9497	0.8938	0.9151	0.5674	0.7005	0.8439	0.9315	0.8855
0.5729	35.0	50855	0.4472	0.8389	0.8379	0.8411	0.8373	0.8478	0.8316	0.8396	0.8733	0.9097	0.8912	0.8294	0.8611	0.8450	0.804	0.6612	0.7256	0.8349	0.9420	0.8852
0.5992	36.0	52308	0.5261	0.8213	0.8282	0.8227	0.8202	0.8262	0.7674	0.7957	0.9464	0.7361	0.8281	0.8117	0.9427	0.8723	0.7635	0.7220	0.7422	0.7935	0.9455	0.8629
0.4596	37.0	53761	0.4428	0.8540	0.8540	0.8557	0.8533	0.8512	0.8142	0.8323	0.8402	0.9219	0.8791	0.8491	0.9184	0.8824	0.8308	0.7188	0.7707	0.8988	0.9051	0.9019
0.5097	38.0	55214	0.4856	0.8337	0.8394	0.8344	0.8363	0.8370	0.8472	0.8421	0.8818	0.8681	0.8749	0.8485	0.8264	0.8373	0.7072	0.7747	0.7394	0.9223	0.8559	0.8879
0.4476	39.0	56667	0.6009	0.8024	0.8070	0.8050	0.7994	0.8419	0.7951	0.8179	0.7377	0.9375	0.8257	0.8745	0.75	0.8075	0.7700	0.6003	0.6747	0.8109	0.9420	0.8715
0.4583	40.0	58120	0.5397	0.8361	0.8430	0.8391	0.8326	0.7434	0.8854	0.8082	0.8468	0.8924	0.8690	0.8401	0.9392	0.8869	0.8914	0.5806	0.7032	0.8934	0.8981	0.8957
0.5016	41.0	59573	0.5419	0.8224	0.8274	0.8237	0.8225	0.7983	0.8385	0.8180	0.8536	0.8906	0.8717	0.7729	0.9097	0.8357	0.7768	0.6924	0.7322	0.9353	0.7873	0.8550
0.408	42.0	61026	0.5450	0.8238	0.8344	0.8248	0.8244	0.9122	0.7031	0.7941	0.7483	0.9497	0.8370	0.8669	0.8368	0.8516	0.7295	0.7451	0.7372	0.9150	0.8893	0.9020
0.4116	43.0	62479	0.5567	0.8048	0.8198	0.8053	0.8086	0.7471	0.8924	0.8133	0.8900	0.7865	0.8350	0.8526	0.7830	0.8163	0.6671	0.7615	0.7112	0.9423	0.8032	0.8672
0.5416	44.0	63932	0.5574	0.8127	0.8267	0.8129	0.8136	0.8704	0.7812	0.8234	0.8619	0.8993	0.8802	0.8836	0.6458	0.7462	0.6557	0.8174	0.7277	0.8618	0.9209	0.8904
0.6373	45.0	65385	0.5181	0.8258	0.8389	0.8260	0.8298	0.8659	0.7847	0.8233	0.9075	0.8351	0.8698	0.8616	0.8108	0.8354	0.6636	0.8240	0.7351	0.8957	0.8752	0.8853
0.4469	46.0	66838	0.4808	0.8361	0.8461	0.8368	0.8395	0.8210	0.8837	0.8512	0.9304	0.8351	0.8801	0.8776	0.7969	0.8353	0.6877	0.7895	0.7351	0.9141	0.8787	0.8961
0.5169	47.0	68291	0.6467	0.8079	0.8294	0.8081	0.8104	0.9231	0.6667	0.7742	0.9183	0.8003	0.8553	0.7641	0.9392	0.8427	0.6514	0.7961	0.7165	0.8899	0.8383	0.8633
0.4898	48.0	69744	0.5967	0.8120	0.8268	0.8124	0.8116	0.9197	0.6163	0.7380	0.8849	0.8542	0.8693	0.8452	0.8628	0.8540	0.6736	0.8043	0.7331	0.8105	0.9244	0.8637
0.4576	49.0	71197	0.5606	0.8234	0.8350	0.8237	0.8267	0.8728	0.7743	0.8206	0.8928	0.8819	0.8873	0.8039	0.8681	0.8347	0.6770	0.7928	0.7303	0.9287	0.8014	0.8604
0.455	50.0	72650	0.6599	0.8021	0.8166	0.8048	0.8014	0.6590	0.9462	0.7769	0.8919	0.8021	0.8446	0.8615	0.8420	0.8516	0.7941	0.5707	0.6641	0.8768	0.8629	0.8698
0.4791	51.0	74103	0.4719	0.8334	0.8348	0.8345	0.8344	0.8217	0.8403	0.8309	0.875	0.875	0.875	0.8690	0.8177	0.8426	0.7422	0.7434	0.7428	0.8659	0.8963	0.8808
0.4923	52.0	75556	0.5172	0.8289	0.8339	0.8302	0.8301	0.7482	0.9028	0.8183	0.8667	0.8351	0.8506	0.8785	0.8281	0.8525	0.7680	0.7188	0.7426	0.9079	0.8664	0.8867
0.3447	53.0	77009	0.6166	0.8286	0.8385	0.8297	0.8266	0.9570	0.6562	0.7786	0.7920	0.9583	0.8672	0.8344	0.8837	0.8583	0.7533	0.7434	0.7483	0.8557	0.9069	0.8805
0.3916	54.0	78462	0.5289	0.8320	0.8399	0.8328	0.8343	0.7988	0.8889	0.8414	0.9418	0.7865	0.8571	0.8444	0.8385	0.8415	0.7152	0.7681	0.7407	0.8996	0.8822	0.8909
0.4174	55.0	79915	0.8007	0.7886	0.8067	0.7912	0.7883	0.6498	0.9340	0.7664	0.9432	0.7205	0.8169	0.8213	0.8854	0.8521	0.7446	0.5707	0.6462	0.8745	0.8453	0.8597
0.3712	56.0	81368	0.6271	0.8138	0.8200	0.8151	0.8137	0.8671	0.7361	0.7962	0.8921	0.8472	0.8691	0.8369	0.8194	0.8281	0.7608	0.7220	0.7409	0.7431	0.9508	0.8342
0.3353	57.0	82821	0.8486	0.7718	0.7907	0.7732	0.7700	0.8481	0.6493	0.7355	0.9196	0.7153	0.8047	0.6983	0.9444	0.8030	0.7834	0.6661	0.72	0.7042	0.8910	0.7867
0.4091	58.0	84274	0.7401	0.8069	0.8199	0.8107	0.7987	0.8852	0.75	0.8120	0.7347	0.9566	0.8311	0.8365	0.9062	0.87	0.8721	0.4934	0.6303	0.7711	0.9473	0.8502
0.4316	59.0	85727	0.6575	0.7976	0.8139	0.7972	0.8009	0.8346	0.7708	0.8014	0.8569	0.8837	0.8701	0.8252	0.7951	0.8099	0.6391	0.8125	0.7154	0.9135	0.7241	0.8078
0.352	60.0	87180	0.7022	0.8138	0.8279	0.8144	0.8153	0.8683	0.7552	0.8078	0.9367	0.7188	0.8134	0.8586	0.8542	0.8564	0.6737	0.7878	0.7263	0.8024	0.9561	0.8725
0.3877	61.0	88633	0.6978	0.8179	0.8279	0.8210	0.8142	0.7105	0.9288	0.8051	0.8995	0.8542	0.8762	0.8232	0.8889	0.8548	0.8608	0.5493	0.6707	0.8454	0.8840	0.8643
0.4239	62.0	90086	0.5458	0.8272	0.8368	0.8274	0.8294	0.8318	0.7986	0.8149	0.8694	0.8785	0.8739	0.8176	0.8872	0.8510	0.7086	0.7961	0.7498	0.9567	0.7768	0.8574
0.4038	63.0	91539	0.5327	0.8327	0.8416	0.8337	0.8345	0.7674	0.9167	0.8354	0.9470	0.7760	0.8531	0.8322	0.8524	0.8422	0.7443	0.7516	0.7480	0.9168	0.8717	0.8937
0.3743	64.0	92992	0.5202	0.8413	0.8468	0.8422	0.8436	0.8630	0.8420	0.8524	0.9331	0.8472	0.8881	0.8595	0.8281	0.8435	0.7149	0.7796	0.7459	0.8638	0.9139	0.8881
0.3162	65.0	94445	0.7327	0.8272	0.8298	0.8287	0.8243	0.8787	0.6788	0.7659	0.8429	0.9132	0.8767	0.8047	0.9444	0.8690	0.8007	0.7072	0.7511	0.8218	0.8998	0.8591
0.3394	66.0	95898	0.5431	0.8317	0.8341	0.8328	0.8331	0.8442	0.8090	0.8262	0.8797	0.8889	0.8843	0.8616	0.8212	0.8409	0.7172	0.7467	0.7317	0.8676	0.8981	0.8826
0.4806	67.0	97351	0.5874	0.8210	0.8339	0.8212	0.8231	0.7866	0.8576	0.8206	0.8720	0.875	0.8735	0.8423	0.8715	0.8567	0.6971	0.7796	0.7360	0.9716	0.7223	0.8286
0.4937	68.0	98804	0.5646	0.8182	0.8194	0.8203	0.8169	0.7892	0.8646	0.8252	0.7918	0.9045	0.8444	0.8669	0.7917	0.8276	0.7923	0.6464	0.7120	0.8569	0.8946	0.8753
0.2899	69.0	100257	0.6118	0.8341	0.8351	0.8359	0.8334	0.7955	0.8576	0.8254	0.9006	0.8021	0.8485	0.8497	0.9028	0.8754	0.7872	0.6875	0.7340	0.8424	0.9297	0.8839
0.2905	70.0	101710	0.6764	0.8134	0.8268	0.8145	0.8091	0.9659	0.5903	0.7328	0.8165	0.9271	0.8683	0.7765	0.9288	0.8458	0.7646	0.7319	0.7479	0.8105	0.8946	0.8505
0.3629	71.0	103163	0.5410	0.8317	0.8309	0.8341	0.8301	0.8035	0.8733	0.8369	0.8660	0.9201	0.8923	0.8074	0.8663	0.8358	0.7860	0.6283	0.6984	0.8917	0.8822	0.8869
0.4107	72.0	104616	0.6758	0.8086	0.8358	0.8082	0.8141	0.8083	0.8490	0.8281	0.9246	0.8733	0.8982	0.8521	0.7899	0.8198	0.6182	0.8257	0.7070	0.9756	0.7030	0.8172
0.4228	73.0	106069	0.6898	0.8041	0.8110	0.8062	0.8038	0.7178	0.9184	0.8058	0.8481	0.9115	0.8787	0.8852	0.7361	0.8038	0.7084	0.6234	0.6632	0.8953	0.8418	0.8678
0.4379	74.0	107522	0.6787	0.8186	0.8245	0.8209	0.8176	0.7285	0.9132	0.8105	0.9030	0.8247	0.8621	0.8707	0.7951	0.8312	0.7930	0.6365	0.7062	0.8274	0.9350	0.8779
0.4287	75.0	108975	0.7383	0.8138	0.8175	0.8170	0.8089	0.8211	0.8524	0.8365	0.7476	0.9566	0.8393	0.8509	0.8420	0.8464	0.8184	0.5411	0.6515	0.8495	0.8928	0.8706
0.3734	76.0	110428	0.6164	0.8258	0.8353	0.8265	0.8283	0.8884	0.7326	0.8030	0.9057	0.8507	0.8774	0.8163	0.8715	0.8430	0.6805	0.7812	0.7274	0.8854	0.8963	0.8908
0.3053	77.0	111881	0.6833	0.8127	0.8267	0.8137	0.8128	0.7661	0.8872	0.8222	0.9717	0.6562	0.7834	0.8270	0.8715	0.8487	0.7028	0.7467	0.7241	0.8658	0.9069	0.8858
0.4056	78.0	113334	0.7220	0.8059	0.8178	0.8070	0.8036	0.9381	0.6319	0.7552	0.7586	0.9601	0.8475	0.8474	0.8194	0.8332	0.7285	0.7237	0.7261	0.8166	0.8998	0.8562
0.2861	79.0	114787	0.5705	0.8403	0.8435	0.8416	0.8413	0.7876	0.9010	0.8405	0.8973	0.8194	0.8566	0.8535	0.8698	0.8616	0.7625	0.7286	0.7452	0.9167	0.8893	0.9028
0.4598	80.0	116240	0.5696	0.8386	0.8384	0.8405	0.8380	0.8630	0.8420	0.8524	0.8858	0.8889	0.8873	0.8479	0.8420	0.8449	0.7759	0.6891	0.7300	0.8193	0.9402	0.8756
0.2818	81.0	117693	0.5117	0.8379	0.8401	0.8391	0.8383	0.9008	0.7882	0.8407	0.8859	0.9028	0.8942	0.7981	0.8715	0.8332	0.7705	0.7401	0.7550	0.8453	0.8928	0.8684
0.3172	82.0	119146	0.6467	0.8172	0.8296	0.8176	0.8197	0.9146	0.7066	0.7973	0.8741	0.8559	0.8649	0.8235	0.8507	0.8369	0.6676	0.7961	0.7262	0.8681	0.8787	0.8734
0.2857	83.0	120599	0.5935	0.8320	0.8378	0.8340	0.8308	0.7820	0.8906	0.8328	0.9409	0.7743	0.8495	0.8291	0.9010	0.8636	0.8276	0.6711	0.7411	0.8095	0.9332	0.8669
0.4051	84.0	122052	0.6718	0.8151	0.8209	0.8168	0.8151	0.7852	0.8316	0.8078	0.9283	0.7413	0.8243	0.8616	0.8646	0.8631	0.7366	0.6990	0.7173	0.7926	0.9473	0.8631
0.5564	85.0	123505	0.6895	0.8024	0.8172	0.8040	0.8012	0.7017	0.9149	0.7943	0.9540	0.6476	0.7715	0.8133	0.8698	0.8406	0.7615	0.6826	0.7199	0.8555	0.9051	0.8796
0.304	86.0	124958	0.8515	0.7897	0.8019	0.7919	0.7857	0.9134	0.6406	0.7531	0.7182	0.9514	0.8185	0.7644	0.8958	0.8249	0.7752	0.6069	0.6808	0.8382	0.8647	0.8512
0.3907	87.0	126411	1.1472	0.7570	0.7973	0.7568	0.7534	0.9427	0.4566	0.6152	0.9198	0.7569	0.8305	0.7908	0.8663	0.8268	0.5835	0.8043	0.6763	0.7496	0.8998	0.8179
0.3848	88.0	127864	0.8595	0.7959	0.8235	0.7956	0.7967	0.9459	0.5764	0.7163	0.8328	0.9253	0.8766	0.8234	0.8420	0.8326	0.6170	0.8240	0.7056	0.8986	0.8102	0.8521
0.3333	89.0	129317	0.7752	0.8028	0.8178	0.8053	0.8003	0.8670	0.6788	0.7614	0.8944	0.8819	0.8881	0.8381	0.8628	0.8503	0.8162	0.6135	0.7005	0.6734	0.9895	0.8014
0.3305	90.0	130770	0.7524	0.7976	0.8101	0.7986	0.7987	0.8301	0.7378	0.7812	0.7148	0.9444	0.8138	0.8388	0.8490	0.8438	0.7169	0.6957	0.7062	0.9499	0.7663	0.8482
0.3058	91.0	132223	0.7231	0.8234	0.8256	0.8246	0.8242	0.8617	0.7899	0.8243	0.8177	0.8958	0.8550	0.8585	0.8108	0.8339	0.7292	0.7352	0.7322	0.8608	0.8910	0.8756
0.2857	92.0	133676	0.6262	0.8227	0.8272	0.8241	0.8232	0.8810	0.7708	0.8222	0.8868	0.8837	0.8852	0.8563	0.7865	0.8199	0.7182	0.7253	0.7218	0.7939	0.9543	0.8667
0.3236	93.0	135129	0.6963	0.8014	0.8212	0.8016	0.8051	0.7284	0.9219	0.8138	0.9145	0.7795	0.8416	0.8615	0.7778	0.8175	0.6643	0.7681	0.7124	0.9372	0.7610	0.8400
0.3231	94.0	136582	0.8142	0.7948	0.8094	0.7966	0.7944	0.7996	0.7691	0.7841	0.9622	0.7066	0.8148	0.8297	0.8628	0.8460	0.7495	0.6743	0.7100	0.7059	0.9701	0.8172
0.434	95.0	138035	0.6152	0.8241	0.8246	0.8265	0.8227	0.7687	0.9115	0.8340	0.8569	0.8837	0.8701	0.8485	0.8559	0.8522	0.7678	0.6201	0.6861	0.8813	0.8612	0.8711
0.2914	96.0	139488	0.6123	0.8255	0.8282	0.8268	0.8262	0.7705	0.8802	0.8217	0.8643	0.8958	0.8798	0.8507	0.8212	0.8357	0.7566	0.7105	0.7328	0.8987	0.8260	0.8608
0.5311	97.0	140941	0.6176	0.8389	0.8486	0.8394	0.8424	0.8904	0.7899	0.8372	0.9052	0.8785	0.8916	0.8499	0.8455	0.8477	0.6835	0.8026	0.7383	0.9142	0.8805	0.8970
0.335	98.0	142394	0.6316	0.8258	0.8374	0.8264	0.8293	0.8675	0.8299	0.8483	0.9259	0.7812	0.8475	0.8545	0.8160	0.8348	0.6671	0.7944	0.7252	0.8721	0.9104	0.8908
0.2365	99.0	143847	0.6399	0.8131	0.8284	0.8132	0.8170	0.8489	0.8385	0.8437	0.8905	0.8611	0.8756	0.7934	0.8333	0.8129	0.6566	0.7862	0.7156	0.9529	0.7469	0.8374
0.4297	100.0	145300	0.7762	0.8059	0.8219	0.8061	0.8072	0.9204	0.6823	0.7836	0.8418	0.8681	0.8547	0.7765	0.9288	0.8458	0.6695	0.7796	0.7204	0.9014	0.7715	0.8314

Framework versions

• Transformers 4.48.3
• Pytorch 2.5.1+cu124
• Datasets 3.3.2
• Tokenizers 0.21.0