End of training
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README.md
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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: autoregressive_finetune_rate0.0002_epochs3
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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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# autoregressive_finetune_rate0.0002_epochs3
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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: 2.3509
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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: 0.0002
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- train_batch_size: 8
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- eval_batch_size: 8
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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: 3
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### Training results
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| Training Loss | Epoch | Step | Validation Loss |
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|:-------------:|:-----:|:----:|:---------------:|
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| No log | 1.0 | 11 | 2.7609 |
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| No log | 2.0 | 22 | 2.4552 |
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| No log | 3.0 | 33 | 2.3509 |
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### Framework versions
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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
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config.json
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{
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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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"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": "4.38.2",
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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": "4.38.2"
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}
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:ad02af7f6a88c7575c541b6f4b57a8e314327ab1d6af138e0ed003f14bf7870d
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size 327657928
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runs/Apr01_20-55-24_06e32708f55c/events.out.tfevents.1712008584.06e32708f55c.448.13
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version https://git-lfs.github.com/spec/v1
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size 6344
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runs/Apr01_20-55-24_06e32708f55c/events.out.tfevents.1712009066.06e32708f55c.448.14
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version https://git-lfs.github.com/spec/v1
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size 354
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training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:84937ce02268bfe60c2ea710ecef23cd5e5698ccb146841ec883b37d0bf71ceb
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size 4920
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