add model
Browse files- .gitignore +1 -0
- README.md +65 -0
- config.json +45 -0
- merges.txt +0 -0
- pytorch_model.bin +3 -0
- runs/Aug19_09-07-02_a08bd7a25748/1629364060.2303417/events.out.tfevents.1629364060.a08bd7a25748.75.1 +3 -0
- runs/Aug19_09-07-02_a08bd7a25748/events.out.tfevents.1629364060.a08bd7a25748.75.0 +3 -0
- runs/Aug19_09-07-02_a08bd7a25748/events.out.tfevents.1629365091.a08bd7a25748.75.2 +3 -0
- special_tokens_map.json +1 -0
- tokenizer.json +0 -0
- tokenizer_config.json +1 -0
- training_args.bin +3 -0
- vocab.json +0 -0
.gitignore
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checkpoint-*/
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README.md
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---
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license: apache-2.0
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tags:
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- generated_from_trainer
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datasets:
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- null
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model_index:
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- name: distilgpt2-finetuned-distilgpt2-med_articles
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results:
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- task:
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name: Causal Language Modeling
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type: text-generation
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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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# distilgpt2-finetuned-distilgpt2-med_articles
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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: 3.5189
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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: 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: 5
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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 | 260 | 3.6093 |
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| 3.7297 | 2.0 | 520 | 3.5603 |
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| 3.7297 | 3.0 | 780 | 3.5338 |
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| 3.5313 | 4.0 | 1040 | 3.5232 |
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| 3.5313 | 5.0 | 1300 | 3.5189 |
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### Framework versions
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- Transformers 4.9.2
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- Pytorch 1.9.0+cu102
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- Datasets 1.11.0
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- Tokenizers 0.10.3
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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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"gradient_checkpointing": false,
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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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"resid_pdrop": 0.1,
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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": "4.9.2",
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"use_cache": true,
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"vocab_size": 50257
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}
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merges.txt
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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:f47bdd9cc0f58241e8c3723535e1d140733ebdbdacb62fa8bb46ce5635eb176e
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size 333972957
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runs/Aug19_09-07-02_a08bd7a25748/1629364060.2303417/events.out.tfevents.1629364060.a08bd7a25748.75.1
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version https://git-lfs.github.com/spec/v1
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oid sha256:d5976c3463eb4afef088c8ca08e92423eb3b9b1546c3b58194db40f7d0508124
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size 4205
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runs/Aug19_09-07-02_a08bd7a25748/events.out.tfevents.1629364060.a08bd7a25748.75.0
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version https://git-lfs.github.com/spec/v1
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size 5287
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runs/Aug19_09-07-02_a08bd7a25748/events.out.tfevents.1629365091.a08bd7a25748.75.2
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version https://git-lfs.github.com/spec/v1
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oid sha256:7e931fff94155c9cb07eb3b527c81cbf48f434985ee1f0133323d17e2963712e
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size 311
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special_tokens_map.json
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{"bos_token": "<|endoftext|>", "eos_token": "<|endoftext|>", "unk_token": "<|endoftext|>"}
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tokenizer.json
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tokenizer_config.json
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{"unk_token": "<|endoftext|>", "bos_token": "<|endoftext|>", "eos_token": "<|endoftext|>", "add_prefix_space": false, "model_max_length": 1024, "special_tokens_map_file": null, "name_or_path": "distilgpt2", "tokenizer_class": "GPT2Tokenizer"}
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training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:0405174ec65f57997442cf28a7725916e28a12529b30095d35752bd25f6282c5
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size 2671
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vocab.json
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