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phi3-mini-4k-sft-dpo-quant
matteosz/phi3-mini-4k-sft-dpo-quant
phi3-mini-4k-sft-dpo-quant is a text generation model from matteosz. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as apache-2.0.
A 4-bits double-quantized version of ernestoBocini/Phi3-mini-DPO-Tuned.
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Model card
From the Hugging Face model README
Model Card for Model ID
A 4-bits double-quantized version of ernestoBocini/Phi3-mini-DPO-Tuned.
Model Details
This is a Phi-3-mini-4k-instruct fine-tuned with SFT and DPO on STEM domains, and finally quantized to a 4 bits precision, to serve the purpose of being an AI university tutor.
Quantization config used:
BitsAndBytesConfig(
load_in_4bit=True,
bnb_4bit_quant_type="nf4",
bnb_4bit_use_double_quant=True,
bnb_4bit_compute_dtype=torch.bfloat16
)
- Task
- Text Generation
- Library
- transformers
- Type
- phi3
- License
- apache-2.0
- Languages
- en
- Created
- Jun 3, 2024
- Updated
- Jun 6, 2024