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Model: NasimB/cbt-guten-rarity-all-est-2p5k-guten
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checkpoint-*/

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---
license: mit
tags:
- generated_from_trainer
datasets:
- generator
model-index:
- name: cbt-guten-rarity-all-est-2p5k-guten
results: []
---
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
# cbt-guten-rarity-all-est-2p5k-guten
This model is a fine-tuned version of [gpt2](https://huggingface.co/gpt2) on the generator dataset.
It achieves the following results on the evaluation set:
- Loss: 4.1100
## 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: 0.0005
- train_batch_size: 64
- eval_batch_size: 64
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: cosine
- lr_scheduler_warmup_steps: 1000
- num_epochs: 6
- mixed_precision_training: Native AMP
### Training results
| Training Loss | Epoch | Step | Validation Loss |
|:-------------:|:-----:|:-----:|:---------------:|
| 6.3376 | 0.29 | 500 | 5.3378 |
| 5.0347 | 0.59 | 1000 | 4.9236 |
| 4.7052 | 0.88 | 1500 | 4.6938 |
| 4.4506 | 1.17 | 2000 | 4.5584 |
| 4.2967 | 1.47 | 2500 | 4.4305 |
| 4.1938 | 1.76 | 3000 | 4.3307 |
| 4.079 | 2.05 | 3500 | 4.2585 |
| 3.895 | 2.35 | 4000 | 4.2084 |
| 3.8722 | 2.64 | 4500 | 4.1495 |
| 3.8245 | 2.93 | 5000 | 4.1026 |
| 3.6339 | 3.23 | 5500 | 4.0968 |
| 3.5909 | 3.52 | 6000 | 4.0698 |
| 3.5755 | 3.81 | 6500 | 4.0402 |
| 3.4668 | 4.11 | 7000 | 4.0409 |
| 3.3194 | 4.4 | 7500 | 4.0353 |
| 3.3196 | 4.69 | 8000 | 4.0179 |
| 3.3088 | 4.99 | 8500 | 4.0070 |
| 3.1488 | 5.28 | 9000 | 4.0193 |
| 3.1429 | 5.58 | 9500 | 4.0183 |
| 3.1402 | 5.87 | 10000 | 4.0178 |
### Framework versions
- Transformers 4.26.1
- Pytorch 1.11.0+cu113
- Datasets 2.13.0
- Tokenizers 0.13.3

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{
"_name_or_path": "gpt2",
"activation_function": "gelu_new",
"architectures": [
"GPT2LMHeadModel"
],
"attn_pdrop": 0.1,
"bos_token_id": 50256,
"embd_pdrop": 0.1,
"eos_token_id": 50256,
"initializer_range": 0.02,
"layer_norm_epsilon": 1e-05,
"model_type": "gpt2",
"n_ctx": 128,
"n_embd": 768,
"n_head": 12,
"n_inner": null,
"n_layer": 12,
"n_positions": 1024,
"pad_token_id": 50256,
"reorder_and_upcast_attn": false,
"resid_pdrop": 0.1,
"scale_attn_by_inverse_layer_idx": false,
"scale_attn_weights": true,
"summary_activation": null,
"summary_first_dropout": 0.1,
"summary_proj_to_labels": true,
"summary_type": "cls_index",
"summary_use_proj": true,
"task_specific_params": {
"text-generation": {
"do_sample": true,
"max_length": 50
}
},
"torch_dtype": "float32",
"transformers_version": "4.26.1",
"use_cache": true,
"vocab_size": 50258
}

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"_from_model_config": true,
"bos_token_id": 50256,
"eos_token_id": 50256,
"transformers_version": "4.26.1"
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