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# my_awesome_pokemon_model_resnet18

This model is a fine-tuned version of [microsoft/resnet-18](https://huggingface.co/microsoft/resnet-18) on the pokemon-classification dataset.
It achieves the following results on the evaluation set:
- Loss: 6.8019
- Accuracy: 0.0108

## 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: 3

### Training results

| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|:-------------:|:-----:|:----:|:---------------:|:--------:|
| 4.275         | 1.0   | 76   | 6.1680          | 0.0014   |
| 3.3896        | 1.99  | 152  | 6.6421          | 0.0115   |
| 3.0563        | 2.99  | 228  | 6.8019          | 0.0108   |


### Framework versions

- Transformers 4.29.1
- Pytorch 2.0.1
- Datasets 2.12.0
- Tokenizers 0.13.3

golbat machoke raichu dragonite fearow slowpoke weezing beedrill weedle cloyster vaporeon gyarados golduck zapdos machamp hitmonlee primeape cubone sandslash scyther haunter metapod tentacruel aerodactyl raticate kabutops ninetales zubat rhydon mew pinsir ditto victreebel omanyte horsea magnemite pikachu blastoise venomoth charizard seadra muk spearow bulbasaur bellsprout electrode ivysaur gloom poliwhirl flareon seaking hypno wartortle mankey tentacool exeggcute meowth growlithe tangela drowzee rapidash venonat omastar pidgeot nidorino porygon lickitung rattata machop charmeleon slowbro parasect eevee diglett starmie staryu psyduck dragonair magikarp vileplume marowak pidgeotto shellder mewtwo lapras farfetchd kingler seel kakuna doduo electabuzz charmander rhyhorn tauros dugtrio kabuto poliwrath gengar exeggutor dewgong jigglypuff geodude kadabra nidorina sandshrew grimer persian mrmime pidgey koffing ekans alolan sandslash venusaur snorlax paras jynx chansey weepinbell hitmonchan gastly kangaskhan oddish wigglytuff graveler arcanine clefairy articuno poliwag golem abra squirtle voltorb ponyta moltres nidoqueen magmar onix vulpix butterfree dodrio krabby arbok clefable goldeen magneton dratini caterpie jolteon nidoking alakazam