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sdr-bot-llama2
dbraganca/sdr-bot-llama2
sdr-bot-llama2 is a machine learning model from dbraganca. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Access
- Public
- Created
- Aug 21, 2023
- Updated
- Aug 22, 2023
- SHA
- 40edc5d2
Base models
Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
sdr-bot-llama2
This model is a fine-tuned version of meta-llama/Llama-2-7b-chat-hf on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.5877
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 0.0002
- train_batch_size: 2
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: constant
- lr_scheduler_warmup_ratio: 0.03
- num_epochs: 2
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 1.9909 | 0.41 | 20 | 1.8462 |
| 1.5277 | 0.82 | 40 | 1.3837 |
| 0.6035 | 1.22 | 60 | 0.9347 |
| 0.8469 | 1.63 | 80 | 0.5877 |
Framework versions
- Transformers 4.31.0
- Pytorch 2.0.1+cu118
- Datasets 2.14.4
- Tokenizers 0.13.3
- Created
- Aug 21, 2023
- Updated
- Aug 22, 2023