End of training
Browse files- README.md +71 -0
- config.json +46 -0
- generation_config.json +6 -0
- pytorch_model.bin +3 -0
- training_args.bin +3 -0
README.md
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---
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license: apache-2.0
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base_model: distilgpt2
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tags:
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- generated_from_trainer
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model-index:
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- name: fine_tuned_gpt2_clm-model
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results: []
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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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# fine_tuned_gpt2_clm-model
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This model is a fine-tuned version of [distilgpt2](https://huggingface.co/distilgpt2) on the None dataset.
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It achieves the following results on the evaluation set:
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- Loss: 3.6233
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## Model description
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More information needed
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## Intended uses & limitations
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More information needed
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## Training and evaluation data
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More information needed
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## Training procedure
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### Training hyperparameters
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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: 4
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- eval_batch_size: 4
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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: 15
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### Training results
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| Training Loss | Epoch | Step | Validation Loss |
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|:-------------:|:-----:|:----:|:---------------:|
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| 3.5982 | 1.0 | 555 | 3.6067 |
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| 3.5546 | 2.0 | 1110 | 3.6103 |
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| 3.5102 | 3.0 | 1665 | 3.6054 |
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| 3.4797 | 4.0 | 2220 | 3.6033 |
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| 3.4634 | 5.0 | 2775 | 3.6053 |
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| 3.4315 | 6.0 | 3330 | 3.6046 |
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| 3.4116 | 7.0 | 3885 | 3.6077 |
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| 3.3934 | 8.0 | 4440 | 3.6121 |
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| 3.3741 | 9.0 | 4995 | 3.6158 |
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| 3.3443 | 10.0 | 5550 | 3.6175 |
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| 3.335 | 11.0 | 6105 | 3.6219 |
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| 3.3203 | 12.0 | 6660 | 3.6227 |
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| 3.3123 | 13.0 | 7215 | 3.6206 |
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| 3.3154 | 14.0 | 7770 | 3.6220 |
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| 3.3057 | 15.0 | 8325 | 3.6233 |
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### Framework versions
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- Transformers 4.32.0
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- Pytorch 2.0.1+cu118
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- Datasets 2.14.4
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- Tokenizers 0.13.3
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config.json
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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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"torch_dtype": "float32",
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"transformers_version": "4.32.0",
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"use_cache": true,
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"vocab_size": 50257
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}
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generation_config.json
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{
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"_from_model_config": true,
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"bos_token_id": 50256,
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"eos_token_id": 50256,
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"transformers_version": "4.32.0"
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}
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pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:7bade3ac56d287f15330459f68f56b8c80e50389bdbbc25dcacde4750897445e
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size 327674773
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training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:44a30744cababdd28470f3314ebdaf04ce0d8eef67a77ae96b0988f09df30ba2
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size 4027
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