Model save
Browse files- README.md +56 -0
- config.json +28 -0
- model.safetensors +3 -0
- runs/Apr11_20-59-26_dc8dc627e846/events.out.tfevents.1712869166.dc8dc627e846.2851.0 +3 -0
- training_args.bin +3 -0
README.md
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---
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base_model: microsoft/codebert-base-mlm
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tags:
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- generated_from_trainer
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model-index:
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- name: codebert_1
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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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# codebert_1
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This model is a fine-tuned version of [microsoft/codebert-base-mlm](https://huggingface.co/microsoft/codebert-base-mlm) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.5824
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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: 12
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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: 1
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- mixed_precision_training: Native AMP
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### Training results
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| Training Loss | Epoch | Step | Validation Loss |
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|:-------------:|:-----:|:----:|:---------------:|
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| 0.6971 | 1.0 | 511 | 0.5824 |
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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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- Tokenizers 0.15.2
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config.json
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{
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"_name_or_path": "microsoft/codebert-base-mlm",
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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": 12,
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"output_past": true,
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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": "4.38.2",
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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:afaf93b9a6642ad1a9b610b332362dce1f325c6f5da6f2ee5e010dd324e92d2f
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size 498813948
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runs/Apr11_20-59-26_dc8dc627e846/events.out.tfevents.1712869166.dc8dc627e846.2851.0
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version https://git-lfs.github.com/spec/v1
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oid sha256:5b069c795ac029f6efb55f094303d3fdbc7f7c1e6cd7762ba12d14949361709f
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size 5424
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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:bee3ddd209e79d222905f0e31043cbbed0a70285f552a22290c036439e3c02cb
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size 4920
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