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license: apache-2.0 |
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# Model Card for Model ID |
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This model is a finetuning of [Toten5/Marcoroni-neural-chat-7B-v2](https://huggingface.co/Toten5/Marcoroni-neural-chat-7B-v2) |
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## Model Details |
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### Model Description |
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- **Developed by:** Ignos |
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- **Model type:** Mistral |
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- **License:** Apache-2.0 |
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## Uses |
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Model created to improve instructional behavior. |
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## Bias, Risks, and Limitations |
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The same bias, risks and limitations from base models. |
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## Training Details |
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### Training Data |
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- [tatsu-lab/alpaca](https://huggingface.co/datasets/tatsu-lab/alpaca) |
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### Training Procedure |
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- Training with QLoRA approach and merging with base model. |
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### Results |
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- Huggingface evaluation pending |
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#### Summary |
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## Technical Specifications |
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### Model Architecture and Objective |
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- Models based on Mistral Architecture |
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### Compute Infrastructure |
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- Training on RunPod |
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#### Hardware |
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- 3 x RTX 4090 |
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- 48 vCPU 377 GB RAM |
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#### Software |
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- Axolotl 0.3.0 |
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### Framework versions |
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- PEFT 0.6.0 |
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