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Model: NasimB/cbt-rarity-all-guten-rarity-all-end-19k-mixed Source: Original Platform
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checkpoint-*/
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README.md
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---
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license: mit
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tags:
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- generated_from_trainer
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datasets:
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- generator
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model-index:
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- name: cbt-rarity-all-guten-rarity-all-end-19k-mixed
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results: []
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---
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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should probably proofread and complete it, then remove this comment. -->
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# cbt-rarity-all-guten-rarity-all-end-19k-mixed
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This model is a fine-tuned version of [gpt2](https://huggingface.co/gpt2) on the generator dataset.
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It achieves the following results on the evaluation set:
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- Loss: 4.3203
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## Model description
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More information needed
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## Intended uses & limitations
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More information needed
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## Training and evaluation data
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More information needed
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## Training procedure
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### Training hyperparameters
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The following hyperparameters were used during training:
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- learning_rate: 0.0005
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- train_batch_size: 64
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- eval_batch_size: 64
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- seed: 42
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: cosine
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- lr_scheduler_warmup_steps: 1000
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- num_epochs: 6
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- mixed_precision_training: Native AMP
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### Training results
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| Training Loss | Epoch | Step | Validation Loss |
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|:-------------:|:-----:|:-----:|:---------------:|
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| 6.7045 | 0.29 | 500 | 5.6303 |
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| 5.3451 | 0.59 | 1000 | 5.2024 |
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| 4.993 | 0.88 | 1500 | 4.9525 |
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| 4.7145 | 1.17 | 2000 | 4.7988 |
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| 4.5613 | 1.47 | 2500 | 4.6763 |
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| 4.4489 | 1.76 | 3000 | 4.5785 |
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| 4.3287 | 2.05 | 3500 | 4.4979 |
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| 4.1353 | 2.35 | 4000 | 4.4492 |
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| 4.1069 | 2.64 | 4500 | 4.3901 |
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| 4.0676 | 2.93 | 5000 | 4.3409 |
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| 3.8575 | 3.23 | 5500 | 4.3364 |
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| 3.8071 | 3.52 | 6000 | 4.3043 |
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| 3.7948 | 3.81 | 6500 | 4.2695 |
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| 3.6747 | 4.11 | 7000 | 4.2699 |
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| 3.5247 | 4.4 | 7500 | 4.2635 |
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| 3.5208 | 4.69 | 8000 | 4.2499 |
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| 3.5068 | 4.99 | 8500 | 4.2371 |
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| 3.3383 | 5.28 | 9000 | 4.2509 |
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| 3.332 | 5.58 | 9500 | 4.2494 |
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| 3.3304 | 5.87 | 10000 | 4.2487 |
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### Framework versions
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- Transformers 4.26.1
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- Pytorch 1.11.0+cu113
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- Datasets 2.13.0
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- Tokenizers 0.13.3
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config.json
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{
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"_name_or_path": "gpt2",
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"activation_function": "gelu_new",
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"architectures": [
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"GPT2LMHeadModel"
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],
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"attn_pdrop": 0.1,
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"bos_token_id": 50256,
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"embd_pdrop": 0.1,
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"eos_token_id": 50256,
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"initializer_range": 0.02,
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"layer_norm_epsilon": 1e-05,
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"model_type": "gpt2",
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"n_ctx": 128,
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"n_embd": 768,
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"n_head": 12,
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"n_inner": null,
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"n_layer": 12,
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"n_positions": 1024,
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"reorder_and_upcast_attn": false,
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"resid_pdrop": 0.1,
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"scale_attn_by_inverse_layer_idx": false,
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"scale_attn_weights": true,
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"summary_activation": null,
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"summary_first_dropout": 0.1,
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"summary_proj_to_labels": true,
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"summary_type": "cls_index",
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"summary_use_proj": true,
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"task_specific_params": {
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"text-generation": {
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"do_sample": true,
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"max_length": 50
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}
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},
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"torch_dtype": "float32",
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"transformers_version": "4.26.1",
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"use_cache": true,
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"vocab_size": 50257
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}
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"_from_model_config": true,
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"bos_token_id": 50256,
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"eos_token_id": 50256,
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"transformers_version": "4.26.1"
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}
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pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:53c75e76c2682c8427243e8b121d80c35832571ecacff898ccdafc81fb43d55b
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size 510396521
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"bos_token": "<|endoftext|>",
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"add_prefix_space": false,
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"bos_token": "<|endoftext|>",
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"eos_token": "<|endoftext|>",
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"model_max_length": 1024,
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"name_or_path": "gpt2",
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"special_tokens_map_file": null,
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"tokenizer_class": "GPT2Tokenizer",
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"unk_token": "<|endoftext|>"
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}
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version https://git-lfs.github.com/spec/v1
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oid sha256:cd04cbbae3eadaec868f79b5873ad5f38f915ec67a3a475ff99a1862773ad24c
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size 3503
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