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--- |
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license: apache-2.0 |
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base_model: fblgit/una-cybertron-7b-v2-bf16 |
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tags: |
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- generated_from_trainer |
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model-index: |
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- name: trained-una-cybertron-7b-v2-bf16 |
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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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# trained-una-cybertron-7b-v2-bf16 |
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This model is a fine-tuned version of [fblgit/una-cybertron-7b-v2-bf16](https://huggingface.co/fblgit/una-cybertron-7b-v2-bf16) on an https://huggingface.co/datasets/Nan-Do/instructional_code-search-net-ruby. |
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It achieves the following results on the evaluation set: |
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- Loss: 1.0274 |
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## Model description |
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- intention is to use this with system message for generating ruby codes |
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## Intended uses & limitations |
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- writing rspec / ruby codes |
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## Training and evaluation data |
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- https://huggingface.co/datasets/Nan-Do/instructional_code-search-net-ruby |
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- https://huggingface.co/datasets/Nan-Do/instructional_code-search-net-ruby |
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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: 16 |
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- eval_batch_size: 16 |
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- seed: 42 |
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- gradient_accumulation_steps: 4 |
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- total_train_batch_size: 64 |
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08 |
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- lr_scheduler_type: constant |
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- lr_scheduler_warmup_steps: 1 |
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- num_epochs: 1 |
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### Training results |
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| Training Loss | Epoch | Step | Validation Loss | |
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|:-------------:|:-----:|:----:|:---------------:| |
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| 1.0859 | 0.39 | 50 | 1.0936 | |
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| 1.036 | 0.78 | 100 | 1.0274 | |
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### Framework versions |
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- Transformers 4.35.0 |
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- Pytorch 2.1.0+cu118 |
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- Datasets 2.15.0 |
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- Tokenizers 0.14.1 |
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