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bigmorning
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distilgpt_oscarth_0060

Text Generation
Transformers
TensorFlow
gpt2
generated_from_keras_callback
Inference Endpoints
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  1. README.md +112 -0
  2. config.json +45 -0
  3. tf_model.h5 +3 -0
README.md ADDED
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+ ---
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+ license: apache-2.0
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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_oscarth_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_oscarth_0060
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+
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+ This model is a fine-tuned version of [distilgpt2](https://huggingface.co/distilgpt2) on an unknown dataset.
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+ It achieves the following results on the evaluation set:
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+ - Train Loss: 2.8883
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+ - Validation Loss: 2.7784
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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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+ | 5.6021 | 4.5759 | 0 |
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+ | 4.4536 | 4.1235 | 1 |
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+ | 4.1386 | 3.9013 | 2 |
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+ | 3.9546 | 3.7563 | 3 |
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+ | 3.8255 | 3.6477 | 4 |
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+ | 3.7271 | 3.5617 | 5 |
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+ | 3.6488 | 3.4936 | 6 |
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+ | 3.5844 | 3.4379 | 7 |
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+ | 3.5301 | 3.3891 | 8 |
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+ | 3.4833 | 3.3448 | 9 |
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+ | 3.4427 | 3.3098 | 10 |
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+ | 3.4068 | 3.2750 | 11 |
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+ | 3.3749 | 3.2425 | 12 |
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+ | 3.3462 | 3.2211 | 13 |
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+ | 3.3202 | 3.1941 | 14 |
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+ | 3.2964 | 3.1720 | 15 |
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+ | 3.2749 | 3.1512 | 16 |
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+ | 3.2548 | 3.1322 | 17 |
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+ | 3.2363 | 3.1141 | 18 |
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+ | 3.2188 | 3.0982 | 19 |
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+ | 3.2025 | 3.0818 | 20 |
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+ | 3.1871 | 3.0678 | 21 |
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+ | 3.1724 | 3.0533 | 22 |
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+ | 3.1583 | 3.0376 | 23 |
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+ | 3.1446 | 3.0256 | 24 |
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+ | 3.1318 | 3.0122 | 25 |
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+ | 3.1195 | 3.0016 | 26 |
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+ | 3.1079 | 2.9901 | 27 |
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+ | 3.0968 | 2.9826 | 28 |
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+ | 3.0863 | 2.9711 | 29 |
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+ | 3.0761 | 2.9593 | 30 |
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+ | 3.0665 | 2.9514 | 31 |
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+ | 3.0572 | 2.9432 | 32 |
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+ | 3.0483 | 2.9347 | 33 |
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+ | 3.0396 | 2.9250 | 34 |
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+ | 3.0313 | 2.9160 | 35 |
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+ | 3.0232 | 2.9095 | 36 |
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+ | 3.0153 | 2.9028 | 37 |
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+ | 3.0078 | 2.8949 | 38 |
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+ | 3.0004 | 2.8864 | 39 |
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+ | 2.9932 | 2.8799 | 40 |
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+ | 2.9864 | 2.8722 | 41 |
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+ | 2.9797 | 2.8657 | 42 |
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+ | 2.9731 | 2.8605 | 43 |
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+ | 2.9668 | 2.8544 | 44 |
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+ | 2.9606 | 2.8481 | 45 |
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+ | 2.9545 | 2.8421 | 46 |
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+ | 2.9487 | 2.8368 | 47 |
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+ | 2.9429 | 2.8288 | 48 |
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+ | 2.9374 | 2.8257 | 49 |
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+ | 2.9319 | 2.8204 | 50 |
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+ | 2.9266 | 2.8152 | 51 |
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+ | 2.9215 | 2.8093 | 52 |
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+ | 2.9164 | 2.8054 | 53 |
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+ | 2.9114 | 2.7998 | 54 |
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+ | 2.9066 | 2.7980 | 55 |
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+ | 2.9019 | 2.7913 | 56 |
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+ | 2.8972 | 2.7865 | 57 |
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+ | 2.8927 | 2.7816 | 58 |
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+ | 2.8883 | 2.7784 | 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": "distilgpt2",
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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 343376392