Capstone-lpx
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Model save
Browse files- README.md +59 -0
- config.json +27 -0
- model.safetensors +3 -0
- runs/Jan30_04-20-51_1caea26a8ffa/events.out.tfevents.1706588453.1caea26a8ffa.4939.0 +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: distilroberta-base
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tags:
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- generated_from_trainer
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model-index:
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- name: my_awesome_eli5_mlm_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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# my_awesome_eli5_mlm_model
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This model is a fine-tuned version of [distilroberta-base](https://huggingface.co/distilroberta-base) on the None dataset.
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It achieves the following results on the evaluation set:
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- Loss: 2.9773
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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: 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 | 123 | 3.0550 |
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| No log | 2.0 | 246 | 2.9230 |
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| No log | 3.0 | 369 | 2.9773 |
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### Framework versions
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- Transformers 4.35.2
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- Pytorch 2.1.0+cu121
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- Datasets 2.16.1
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- Tokenizers 0.15.1
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config.json
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{
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"_name_or_path": "distilroberta-base",
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"architectures": [
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"RobertaForMaskedLM"
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],
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"attention_probs_dropout_prob": 0.1,
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"bos_token_id": 0,
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"classifier_dropout": null,
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"eos_token_id": 2,
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"hidden_act": "gelu",
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"hidden_dropout_prob": 0.1,
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"hidden_size": 768,
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"initializer_range": 0.02,
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"intermediate_size": 3072,
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"layer_norm_eps": 1e-05,
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"max_position_embeddings": 514,
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"model_type": "roberta",
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"num_attention_heads": 12,
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"num_hidden_layers": 6,
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"pad_token_id": 1,
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"position_embedding_type": "absolute",
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"torch_dtype": "float32",
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"transformers_version": "4.35.2",
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"type_vocab_size": 1,
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"use_cache": true,
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"vocab_size": 50265
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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 sha256:7088d91669259f25b84c4cc336661ab163dcae2125cfa2ea2fc0c564a66ff49f
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size 328693404
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runs/Jan30_04-20-51_1caea26a8ffa/events.out.tfevents.1706588453.1caea26a8ffa.4939.0
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version https://git-lfs.github.com/spec/v1
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oid sha256:6e65f47e00fd24eeeaef08e9039e44027a1cc8a8f8b773d361cd00f7dd8f4516
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size 5403
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training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:3102fa458e42caa7f3fdb00ebc04eb7eebfaac3c5b515c6c4fdbb74ce26af97a
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size 4600
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