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distilgpt_new3_0060

Text Generation Transformers TensorFlow gpt2 generated_from_keras_callback Inference Endpoints text-generation-inference
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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_new3_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_new3_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: 2.5002
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+ - Validation Loss: 2.3821
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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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+ | 2.5407 | 2.4254 | 0 |
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+ | 2.5399 | 2.4247 | 1 |
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+ | 2.5391 | 2.4238 | 2 |
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+ | 2.5383 | 2.4232 | 3 |
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+ | 2.5375 | 2.4210 | 4 |
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+ | 2.5368 | 2.4210 | 5 |
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+ | 2.5361 | 2.4197 | 6 |
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+ | 2.5353 | 2.4193 | 7 |
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+ | 2.5345 | 2.4191 | 8 |
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+ | 2.5339 | 2.4177 | 9 |
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+ | 2.5332 | 2.4188 | 10 |
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+ | 2.5324 | 2.4160 | 11 |
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+ | 2.5317 | 2.4164 | 12 |
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+ | 2.5309 | 2.4145 | 13 |
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+ | 2.5302 | 2.4153 | 14 |
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+ | 2.5295 | 2.4139 | 15 |
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+ | 2.5288 | 2.4134 | 16 |
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+ | 2.5282 | 2.4123 | 17 |
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+ | 2.5274 | 2.4116 | 18 |
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+ | 2.5267 | 2.4110 | 19 |
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+ | 2.5259 | 2.4106 | 20 |
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+ | 2.5251 | 2.4097 | 21 |
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+ | 2.5244 | 2.4074 | 22 |
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+ | 2.5238 | 2.4078 | 23 |
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+ | 2.5232 | 2.4072 | 24 |
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+ | 2.5223 | 2.4062 | 25 |
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+ | 2.5217 | 2.4054 | 26 |
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+ | 2.5211 | 2.4057 | 27 |
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+ | 2.5204 | 2.4044 | 28 |
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+ | 2.5197 | 2.4026 | 29 |
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+ | 2.5189 | 2.4017 | 30 |
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+ | 2.5182 | 2.4026 | 31 |
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+ | 2.5176 | 2.4012 | 32 |
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+ | 2.5168 | 2.4013 | 33 |
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+ | 2.5161 | 2.3990 | 34 |
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+ | 2.5154 | 2.3999 | 35 |
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+ | 2.5149 | 2.3978 | 36 |
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+ | 2.5142 | 2.3981 | 37 |
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+ | 2.5135 | 2.3981 | 38 |
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+ | 2.5130 | 2.3972 | 39 |
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+ | 2.5123 | 2.3957 | 40 |
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+ | 2.5116 | 2.3940 | 41 |
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+ | 2.5108 | 2.3933 | 42 |
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+ | 2.5103 | 2.3927 | 43 |
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+ | 2.5095 | 2.3923 | 44 |
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+ | 2.5090 | 2.3918 | 45 |
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+ | 2.5083 | 2.3914 | 46 |
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+ | 2.5078 | 2.3905 | 47 |
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+ | 2.5070 | 2.3888 | 48 |
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+ | 2.5062 | 2.3894 | 49 |
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+ | 2.5058 | 2.3898 | 50 |
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+ | 2.5051 | 2.3868 | 51 |
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+ | 2.5045 | 2.3873 | 52 |
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+ | 2.5041 | 2.3872 | 53 |
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+ | 2.5035 | 2.3859 | 54 |
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+ | 2.5027 | 2.3850 | 55 |
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+ | 2.5020 | 2.3851 | 56 |
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+ | 2.5016 | 2.3833 | 57 |
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+ | 2.5009 | 2.3816 | 58 |
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+ | 2.5002 | 2.3821 | 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/new_backup2_008585",
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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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+ size 258364376