license: mit
license_link: https://huggingface.co/microsoft/Phi-3-mini-128k-instruct/resolve/main/LICENSE
language:
- en
pipeline_tag: text-generation
tags:
- nlp
- code
Model Summary
This repo provides the GGUF format for the Phi-3-Mini-128K-Instruct.
For more details check out the original model at microsoft/Phi-3-mini-128k-instruct.
The Phi-3-Mini-4K-Instruct is a 3.8B parameters, lightweight, state-of-the-art open model trained with the Phi-3 datasets that includes both synthetic data and the filtered publicly available websites data with a focus on high-quality and reasoning dense properties. The model belongs to the Phi-3 family with the Mini version in two variants 4K and 128K which is the context length (in tokens) it can support. The model has underwent a post-training process that incorporates both supervised fine-tuning and direct preference optimization to ensure precise instruction adherence and robust safety measures. When assessed against benchmarks testing common sense, language understanding, math, code, long context and logical reasoning, Phi-3 Mini-4K-Instruct showcased a robust and state-of-the-art performance among models with less than 13 billion parameters.
Resources and Technical Documentation:
- Phi-3 Microsoft Blog
- Phi-3 Technical Report
- Phi-3 on Azure AI Studio
- Phi-3 on Hugging Face
- Phi-3 ONNX: 4K and 128K
This repo provides GGUF files for the Phi-3 Mini-128K-Instruct model.
| Name | Quant method | Bits | Size | Use case |
|---|---|---|---|---|
| Phi-3-mini-128k-instruct-Q4_K_M.gguf | Q4_K_M | 4 | 2.39 GB | medium, balanced quality - recommended |
| Phi-3-mini-128k-instruct-f16.gguf | None | 16 | 7.2 GB | minimal quality loss |
License
The model is licensed under the MIT license.
Trademarks
This project may contain trademarks or logos for projects, products, or services. Authorized use of Microsoft trademarks or logos is subject to and must follow Microsoft’s Trademark & Brand Guidelines. Use of Microsoft trademarks or logos in modified versions of this project must not cause confusion or imply Microsoft sponsorship. Any use of third-party trademarks or logos are subject to those third-party’s policies.