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# convnext-base-224-22k-finetuned-combinedSpiders

This model is a fine-tuned version of [facebook/convnext-base-224-22k](https://huggingface.co/facebook/convnext-base-224-22k) on an unknown dataset.
It achieves the following results on the evaluation set:
- eval_loss: 0.5055
- eval_accuracy: 0.8606
- eval_precision: 0.7626
- eval_recall: 0.6524
- eval_f1: 0.6879
- eval_runtime: 165.6691
- eval_samples_per_second: 162.481
- eval_steps_per_second: 10.159
- step: 0

## 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
- gradient_accumulation_steps: 4
- total_train_batch_size: 64
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_ratio: 0.1
- num_epochs: 4

### Framework versions

- Transformers 4.35.1
- Pytorch 2.1.0+cu118
- Datasets 2.14.6
- Tokenizers 0.14.1

acantholycosa_lignaria aculepeira_ceropegia agalenatea_redii agelena_labyrinthica aglaoctenus_castaneus aglaoctenus_lagotis allocosa_funerea allotrochosina_schauinslandi alopecosa_albofasciata alopecosa_barbipes alopecosa_cuneata alopecosa_inquilina alopecosa_kochi alopecosa_pulverulenta anahita_punctulata anasaitis_canosa ancylometes_bogotensis ancylometes_concolor ancylometes_rufus anoteropsis_hilaris anoteropsis_litoralis anyphaena_accentuata aphonopelma_hentzi araneus_diadematus araneus_marmoreus araneus_quadratus araneus_trifolium araniella_displicata arctosa_cinerea arctosa_leopardus arctosa_littoralis arctosa_perita arctosa_personata argiope_argentata argiope_aurantia argiope_bruennichi argiope_keyserlingi argiope_lobata argiope_trifasciata asthenoctenus_borellii attulus_fasciger aulonia_albimana austracantha_minax badumna_longinqua carrhotus_xanthogramma centroctenus_brevipes cheiracanthium_erraticum cheiracanthium_gracile cheiracanthium_inclusum cheiracanthium_mildei cheiracanthium_punctorium colonus_hesperus colonus_sylvanus ctenus_amphora ctenus_hibernalis ctenus_medius ctenus_ornatus cupiennius_coccineus cupiennius_getazi cupiennius_salei cyclosa_conica cyrtophora_citricola diapontia_uruguayensis dolomedes_albineus dolomedes_minor dolomedes_scriptus dolomedes_tenebrosus dolomedes_triton dysdera_crocata ebrechtella_tricuspidata enoplognatha_ovata eratigena_agrestis eratigena_duellica eriophora_ravilla eris_militaris evarcha_arcuata gasteracantha_cancriformis geolycosa_vultuosa gladicosa_gulosa gladicosa_pulchra habronattus_pyrrithrix hasarius_adansoni helpis_minitabunda hentzia_mitrata hentzia_palmarum herpyllus_ecclesiasticus heteropoda_venatoria hippasa_holmerae hogna_antelucana hogna_baltimoriana hogna_bivittata hogna_carolinensis hogna_crispipes hogna_frondicola hogna_gumia hogna_radiata holocnemus_pluchei kukulcania_hibernalis lampona_cylindrata larinioides_cornutus larinioides_sclopetarius latrodectus_bishopi latrodectus_curacaviensis latrodectus_geometricus latrodectus_hasselti latrodectus_hesperus latrodectus_katipo latrodectus_mactans latrodectus_mirabilis latrodectus_renivulvatus latrodectus_tredecimguttatus latrodectus_variolus leucauge_argyra leucauge_argyrobapta leucauge_dromedaria leucauge_venusta loxosceles_amazonica loxosceles_deserta loxosceles_laeta loxosceles_reclusa loxosceles_rufescens loxosceles_tenochtitlan loxosceles_yucatana lycosa_erythrognatha lycosa_hispanica lycosa_pampeana lycosa_praegrandis lycosa_singoriensis lycosa_tarantula lyssomanes_viridis maevia_inclemens mangora_acalypha maratus_griseus marpissa_muscosa mecynogea_lemniscata menemerus_bivittatus menemerus_semilimbatus micrathena_gracilis micrathena_sagittata micrommata_virescens missulena_bradleyi missulena_occatoria misumena_vatia misumenoides_formosipes misumessus_oblongus naphrys_pulex neoscona_arabesca neoscona_crucifera neoscona_oaxacensis nephila_pilipes neriene_radiata nesticodes_rufipes nuctenea_umbratica oxyopes_salticus oxyopes_scalaris paraphidippus_aurantius parasteatoda_tepidariorum paratrochosina_amica pardosa_amentata pardosa_lapidicina pardosa_mercurialis pardosa_moesta pardosa_wagleri peucetia_viridans phidippus_audax phidippus_clarus phidippus_johnsoni phidippus_putnami philaeus_chrysops philodromus_dispar pholcus_phalangioides phoneutria_boliviensis phoneutria_depilata phoneutria_fera phoneutria_nigriventer phoneutria_pertyi phoneutria_reidyi pirata_piraticus pisaura_mirabilis pisaurina_mira platycryptus_californicus platycryptus_undatus plebs_eburnus plexippus_paykulli portacosa_cinerea rabidosa_hentzi rabidosa_punctulata rabidosa_rabida salticus_scenicus sassacus_vitis schizocosa_avida schizocosa_malitiosa schizocosa_mccooki scytodes_thoracica sicarius_thomisoides socca_pustulosa sosippus_californicus steatoda_grossa steatoda_nobilis steatoda_triangulosa synema_globosum thomisus_onustus tigrosa_annexa tigrosa_aspersa tigrosa_georgicola tigrosa_helluo trichonephila_clavata trichonephila_clavipes trichonephila_edulis trichonephila_plumipes trochosa_ruricola trochosa_sepulchralis trochosa_terricola tropicosa_moesta venator_immansuetus venator_spenceri venatrix_furcillata verrucosa_arenata wadicosa_fidelis xerolycosa_miniata xerolycosa_nemoralis zoropsis_spinimana zygiella_x-notata