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zephyr-hagrid-deduplicated-rag-agent-3b
hanane/zephyr-hagrid-deduplicated-rag-agent-3b
zephyr-hagrid-deduplicated-rag-agent-3b is a machine learning model from hanane. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for peft.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Library
- peft
- Model type
- stablelm
- Access
- Public
- Created
- Sep 4, 2024
- Updated
- Sep 4, 2024
- SHA
- a0de5043
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. -->
zephyr-hagrid-deduplicated-rag-agent-3b
This model is a fine-tuned version of stabilityai/stablelm-zephyr-3b on the erbacher/rag-and-roll-hagrid-deduplicated dataset. It achieves the following results on the evaluation set:
- Loss: 1.4172
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: 0.0001
- train_batch_size: 4
- eval_batch_size: 4
- seed: 42
- gradient_accumulation_steps: 4
- total_train_batch_size: 16
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: cosine
- lr_scheduler_warmup_ratio: 0.1
- num_epochs: 5
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 1.5167 | 0.99 | 66 | 1.4631 |
| 1.4531 | 2.0 | 133 | 1.4279 |
| 1.4024 | 2.99 | 199 | 1.4186 |
| 1.4031 | 4.0 | 266 | 1.4172 |
| 1.3087 | 4.96 | 330 | 1.4172 |
Framework versions
- PEFT 0.12.0
- Transformers 4.38.2
- Pytorch 2.0.1
- Datasets 2.20.0
- Tokenizers 0.15.2
- Library
- peft
- Type
- stablelm
- Created
- Sep 4, 2024
- Updated
- Sep 4, 2024