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samhitmantrala
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asas

Text Generation
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gpt2
Generated from Trainer
text-generation-inference
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End of training

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  1. README.md +106 -0
  2. config.json +46 -0
  3. generation_config.json +6 -0
  4. model.safetensors +3 -0
  5. runs/Mar30_07-50-36_3318b9903d1b/events.out.tfevents.1711785037.3318b9903d1b.864.0 +3 -0
  6. runs/Mar30_07-51-05_3318b9903d1b/events.out.tfevents.1711785066.3318b9903d1b.864.1 +3 -0
  7. runs/Mar30_07-51-05_3318b9903d1b/events.out.tfevents.1711785228.3318b9903d1b.864.2 +3 -0
  8. training_args.bin +3 -0
README.md ADDED
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+ ---
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+ license: apache-2.0
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+ base_model: distilbert/distilgpt2
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+ tags:
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+ - generated_from_trainer
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+ model-index:
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+ - name: asas
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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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+ # asas
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+
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+ This model is a fine-tuned version of [distilbert/distilgpt2](https://huggingface.co/distilbert/distilgpt2) on an unknown dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 1.9407
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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: 2e-05
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+ - train_batch_size: 32
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+ - eval_batch_size: 32
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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: 50
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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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+ | No log | 1.0 | 1 | 3.6268 |
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+ | No log | 2.0 | 2 | 3.5162 |
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+ | No log | 3.0 | 3 | 3.4110 |
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+ | No log | 4.0 | 4 | 3.3132 |
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+ | No log | 5.0 | 5 | 3.2226 |
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+ | No log | 6.0 | 6 | 3.1384 |
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+ | No log | 7.0 | 7 | 3.0606 |
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+ | No log | 8.0 | 8 | 2.9873 |
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+ | No log | 9.0 | 9 | 2.9196 |
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+ | No log | 10.0 | 10 | 2.8566 |
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+ | No log | 11.0 | 11 | 2.7985 |
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+ | No log | 12.0 | 12 | 2.7445 |
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+ | No log | 13.0 | 13 | 2.6941 |
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+ | No log | 14.0 | 14 | 2.6469 |
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+ | No log | 15.0 | 15 | 2.6030 |
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+ | No log | 16.0 | 16 | 2.5614 |
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+ | No log | 17.0 | 17 | 2.5217 |
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+ | No log | 18.0 | 18 | 2.4843 |
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+ | No log | 19.0 | 19 | 2.4492 |
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+ | No log | 20.0 | 20 | 2.4161 |
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+ | No log | 21.0 | 21 | 2.3847 |
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+ | No log | 22.0 | 22 | 2.3547 |
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+ | No log | 23.0 | 23 | 2.3258 |
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+ | No log | 24.0 | 24 | 2.2982 |
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+ | No log | 25.0 | 25 | 2.2719 |
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+ | No log | 26.0 | 26 | 2.2469 |
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+ | No log | 27.0 | 27 | 2.2232 |
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+ | No log | 28.0 | 28 | 2.2009 |
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+ | No log | 29.0 | 29 | 2.1795 |
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+ | No log | 30.0 | 30 | 2.1590 |
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+ | No log | 31.0 | 31 | 2.1393 |
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+ | No log | 32.0 | 32 | 2.1209 |
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+ | No log | 33.0 | 33 | 2.1035 |
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+ | No log | 34.0 | 34 | 2.0871 |
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+ | No log | 35.0 | 35 | 2.0715 |
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+ | No log | 36.0 | 36 | 2.0564 |
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+ | No log | 37.0 | 37 | 2.0424 |
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+ | No log | 38.0 | 38 | 2.0289 |
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+ | No log | 39.0 | 39 | 2.0161 |
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+ | No log | 40.0 | 40 | 2.0037 |
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+ | No log | 41.0 | 41 | 1.9929 |
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+ | No log | 42.0 | 42 | 1.9830 |
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+ | No log | 43.0 | 43 | 1.9741 |
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+ | No log | 44.0 | 44 | 1.9660 |
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+ | No log | 45.0 | 45 | 1.9589 |
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+ | No log | 46.0 | 46 | 1.9529 |
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+ | No log | 47.0 | 47 | 1.9480 |
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+ | No log | 48.0 | 48 | 1.9443 |
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+ | No log | 49.0 | 49 | 1.9420 |
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+ | No log | 50.0 | 50 | 1.9407 |
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+
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+
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+ ### Framework versions
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+
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+ - Transformers 4.38.2
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+ - Pytorch 2.2.1+cu121
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+ - Datasets 2.18.0
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+ - Tokenizers 0.15.2
config.json ADDED
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+ "_name_or_path": "distilbert/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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+ },
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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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+ "torch_dtype": "float32",
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+ "transformers_version": "4.38.2",
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+ "use_cache": true,
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+ "vocab_size": 50257
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+ }
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