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gpt2.shak

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gpt2.shak

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  1. README.md +63 -0
  2. config.json +39 -0
  3. generation_config.json +6 -0
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README.md ADDED
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+ ---
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+ license: mit
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+ base_model: gpt2
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+ tags:
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+ - generated_from_trainer
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+ datasets:
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+ - tiny_shakespeare
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+ model-index:
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+ - name: gpt2.shak
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+ results: []
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+ ---
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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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+
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+ # gpt2.shak
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+
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+ This model is a fine-tuned version of [gpt2](https://huggingface.co/gpt2) on the tiny_shakespeare dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 3.1852
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+
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+ ## Model description
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+
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+ More information needed
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+
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+ ## Intended uses & limitations
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+
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+ More information needed
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+
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+ ## Training and evaluation data
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+
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+ More information needed
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+
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+ ## Training procedure
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+
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+ ### Training hyperparameters
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+
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+ The following hyperparameters were used during training:
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+ - learning_rate: 3e-05
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+ - train_batch_size: 3
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+ - eval_batch_size: 8
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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: linear
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+ - num_epochs: 5
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+
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+ ### Training results
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+
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+ | Training Loss | Epoch | Step | Validation Loss |
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+ |:-------------:|:-----:|:----:|:---------------:|
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+ | 3.3259 | 1.0 | 98 | 3.2194 |
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+ | 3.3527 | 2.0 | 196 | 3.2017 |
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+ | 3.1783 | 3.0 | 294 | 3.1900 |
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+ | 3.2653 | 4.0 | 392 | 3.1863 |
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+ | 3.2787 | 5.0 | 490 | 3.1852 |
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+
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+
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+ ### Framework versions
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+
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+ - Transformers 4.35.1
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+ - Pytorch 2.1.0+cu118
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+ - Datasets 2.14.7
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+ - Tokenizers 0.14.1
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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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+ "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": 1024,
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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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+ "reorder_and_upcast_attn": false,
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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": "4.35.1",
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+ "use_cache": true,
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+ "vocab_size": 50257
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+ }
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