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distilgpt_new_0060

Text Generation
Transformers
TensorFlow
gpt2
generated_from_keras_callback
Inference Endpoints
text-generation-inference
Model card Files Community
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  1. README.md +111 -0
  2. config.json +45 -0
  3. tf_model.h5 +3 -0
README.md ADDED
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+ ---
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+ tags:
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+ - generated_from_keras_callback
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+ model-index:
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+ - name: distilgpt_new_0060
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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 Keras had access to. You should
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+ probably proofread and complete it, then remove this comment. -->
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+
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+ # distilgpt_new_0060
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+
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+ This model was trained from scratch on an unknown dataset.
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+ It achieves the following results on the evaluation set:
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+ - Train Loss: 2.8691
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+ - Validation Loss: 2.7610
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+ - Epoch: 59
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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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+ - optimizer: {'name': 'AdamWeightDecay', 'learning_rate': 2e-05, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-07, 'amsgrad': False, 'weight_decay_rate': 0.01}
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+ - training_precision: float32
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+
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+ ### Training results
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+
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+ | Train Loss | Validation Loss | Epoch |
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+ |:----------:|:---------------:|:-----:|
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+ | 5.6632 | 4.5153 | 0 |
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+ | 4.4292 | 4.0923 | 1 |
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+ | 4.1169 | 3.8723 | 2 |
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+ | 3.9326 | 3.7260 | 3 |
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+ | 3.8026 | 3.6281 | 4 |
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+ | 3.7045 | 3.5355 | 5 |
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+ | 3.6254 | 3.4645 | 6 |
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+ | 3.5604 | 3.4093 | 7 |
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+ | 3.5048 | 3.3587 | 8 |
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+ | 3.4569 | 3.3136 | 9 |
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+ | 3.4155 | 3.2778 | 10 |
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+ | 3.3791 | 3.2443 | 11 |
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+ | 3.3470 | 3.2157 | 12 |
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+ | 3.3183 | 3.1854 | 13 |
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+ | 3.2922 | 3.1642 | 14 |
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+ | 3.2685 | 3.1400 | 15 |
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+ | 3.2467 | 3.1193 | 16 |
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+ | 3.2267 | 3.1009 | 17 |
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+ | 3.2078 | 3.0838 | 18 |
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+ | 3.1904 | 3.0689 | 19 |
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+ | 3.1739 | 3.0520 | 20 |
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+ | 3.1584 | 3.0379 | 21 |
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+ | 3.1438 | 3.0255 | 22 |
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+ | 3.1300 | 3.0116 | 23 |
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+ | 3.1168 | 2.9965 | 24 |
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+ | 3.1044 | 2.9866 | 25 |
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+ | 3.0925 | 2.9752 | 26 |
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+ | 3.0812 | 2.9631 | 27 |
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+ | 3.0704 | 2.9539 | 28 |
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+ | 3.0601 | 2.9458 | 29 |
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+ | 3.0502 | 2.9340 | 30 |
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+ | 3.0408 | 2.9251 | 31 |
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+ | 3.0317 | 2.9179 | 32 |
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+ | 3.0230 | 2.9082 | 33 |
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+ | 3.0147 | 2.9002 | 34 |
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+ | 3.0065 | 2.8948 | 35 |
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+ | 2.9987 | 2.8855 | 36 |
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+ | 2.9911 | 2.8779 | 37 |
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+ | 2.9838 | 2.8706 | 38 |
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+ | 2.9767 | 2.8643 | 39 |
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+ | 2.9698 | 2.8570 | 40 |
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+ | 2.9632 | 2.8501 | 41 |
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+ | 2.9567 | 2.8441 | 42 |
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+ | 2.9505 | 2.8385 | 43 |
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+ | 2.9445 | 2.8327 | 44 |
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+ | 2.9385 | 2.8260 | 45 |
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+ | 2.9329 | 2.8213 | 46 |
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+ | 2.9272 | 2.8160 | 47 |
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+ | 2.9217 | 2.8107 | 48 |
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+ | 2.9162 | 2.8052 | 49 |
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+ | 2.9110 | 2.8020 | 50 |
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+ | 2.9060 | 2.7938 | 51 |
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+ | 2.9010 | 2.7896 | 52 |
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+ | 2.8962 | 2.7857 | 53 |
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+ | 2.8913 | 2.7827 | 54 |
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+ | 2.8866 | 2.7768 | 55 |
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+ | 2.8821 | 2.7724 | 56 |
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+ | 2.8776 | 2.7679 | 57 |
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+ | 2.8733 | 2.7642 | 58 |
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+ | 2.8691 | 2.7610 | 59 |
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+
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+
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+ ### Framework versions
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+
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+ - Transformers 4.20.1
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+ - TensorFlow 2.8.2
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+ - Datasets 2.3.2
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+ - Tokenizers 0.12.1
config.json ADDED
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+ {
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+ "_name_or_path": "/content/drive/MyDrive/Colab Notebooks/oscar/trybackup/backup_009494",
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+ "_num_labels": 1,
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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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+ "id2label": {
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+ "0": "LABEL_0"
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+ },
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+ "initializer_range": 0.02,
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+ "label2id": {
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+ "LABEL_0": 0
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+ },
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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_embd": 768,
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+ "n_head": 12,
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+ "n_inner": null,
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+ "n_layer": 6,
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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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+ "transformers_version": "4.20.1",
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+ "use_cache": true,
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+ "vocab_size": 27672
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+ }
tf_model.h5 ADDED
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