--- language: - en pipeline_tag: text-generation tags: - nlp - code license: mit license_link: https://huggingface.co/microsoft/Phi-3-mini-4k-instruct/resolve/main/LICENSE --- ![image/png](https://cdn-uploads.huggingface.co/production/uploads/64a28db2f1968b7d7f357182/xXTKoRbBORy7QFWAeaBxh.png) *This model was quantized by [SanctumAI](https://sanctum.ai). To leave feedback, join our community in [Discord](https://discord.gg/7ZNE78HJKh).* # Phi 3 Mini 4K Instruct GGUF **Model creator:** [microsoft](https://huggingface.co/microsoft)
**Original model**: [Phi-3-mini-4k-instruct](https://huggingface.co/microsoft/Phi-3-mini-4k-instruct)
## Model Summary: 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) that it can support. The model has underwent a post-training process that incorporates both supervised fine-tuning and direct preference optimization for the instruction following and 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. ## Prompt Template: If you're using Sanctum app, simply use `Phi 3` model preset. Prompt template: ``` <|system|> {system_prompt}.<|end|> <|user|> {prompt}<|end|> <|assistant|> ``` ## Hardware Requirements Estimate | Name | Quant method | Size | Memory (RAM, vRAM) required | | ---- | ---- | ---- | ---- | | [phi-3-mini-4k-instruct.Q2_K.gguf](https://huggingface.co/SanctumAI/Phi-3-mini-4k-instruct-GGUF/blob/main/phi-3-mini-4k-instruct.Q2_K.gguf) | Q2_K | 1.45 GB | 5.05 GB | | [phi-3-mini-4k-instruct.Q3_K_S.gguf](https://huggingface.co/SanctumAI/Phi-3-mini-4k-instruct-GGUF/blob/main/phi-3-mini-4k-instruct.Q3_K_S.gguf) | Q3_K_S | 1.68 GB | 5.27 GB | | [phi-3-mini-4k-instruct.Q3_K_M.gguf](https://huggingface.co/SanctumAI/Phi-3-mini-4k-instruct-GGUF/blob/main/phi-3-mini-4k-instruct.Q3_K_M.gguf) | Q3_K_M | 1.88 GB | 5.45 GB | | [phi-3-mini-4k-instruct.Q3_K_L.gguf](https://huggingface.co/SanctumAI/Phi-3-mini-4k-instruct-GGUF/blob/main/phi-3-mini-4k-instruct.Q3_K_L.gguf) | Q3_K_L | 2.05 GB | 5.61 GB | | [phi-3-mini-4k-instruct.Q4_0.gguf](https://huggingface.co/SanctumAI/Phi-3-mini-4k-instruct-GGUF/blob/main/phi-3-mini-4k-instruct.Q4_0.gguf) | Q4_0 | 2.18 GB | 5.73 GB | | [phi-3-mini-4k-instruct.Q4_K_S.gguf](https://huggingface.co/SanctumAI/Phi-3-mini-4k-instruct-GGUF/blob/main/phi-3-mini-4k-instruct.Q4_0.gguf) | Q4_K_S | 2.19 GB | 5.74 GB | | [phi-3-mini-4k-instruct.Q4_K_M.gguf](https://huggingface.co/SanctumAI/Phi-3-mini-4k-instruct-GGUF/blob/main/phi-3-mini-4k-instruct.Q4_K_M.gguf) | Q4_K_M | 2.32 GB | 5.86 GB | | [phi-3-mini-4k-instruct.Q4_K.gguf](https://huggingface.co/SanctumAI/Phi-3-mini-4k-instruct-GGUF/blob/main/phi-3-mini-4k-instruct.Q4_K.gguf) | Q4_K | 2.32 GB | 5.86 GB | | [phi-3-mini-4k-instruct.Q4_1.gguf](https://huggingface.co/SanctumAI/Phi-3-mini-4k-instruct-GGUF/blob/main/phi-3-mini-4k-instruct.Q4_1.gguf) | Q4_1 | 2.41 GB | 5.94 GB | | [phi-3-mini-4k-instruct.Q5_0.gguf](https://huggingface.co/SanctumAI/Phi-3-mini-4k-instruct-GGUF/blob/main/phi-3-mini-4k-instruct.Q5_0.gguf) | Q5_0 | 2.64 GB | 6.16 GB | | [phi-3-mini-4k-instruct.Q5_K_S.gguf](https://huggingface.co/SanctumAI/Phi-3-mini-4k-instruct-GGUF/blob/main/phi-3-mini-4k-instruct.Q5_K_S.gguf) | Q5_K_S | 2.64 GB | 6.16 GB | | [phi-3-mini-4k-instruct.Q5_K_M.gguf](https://huggingface.co/SanctumAI/Phi-3-mini-4k-instruct-GGUF/blob/main/phi-3-mini-4k-instruct.Q5_K_M.gguf) | Q5_K_M | 2.72 GB | 6.23 GB | | [phi-3-mini-4k-instruct.Q5_K.gguf](https://huggingface.co/SanctumAI/Phi-3-mini-4k-instruct-GGUF/blob/main/phi-3-mini-4k-instruct.Q5_K.gguf) | Q5_K | 2.72 GB | 6.23 GB | | [phi-3-mini-4k-instruct.Q5_1.gguf](https://huggingface.co/SanctumAI/Phi-3-mini-4k-instruct-GGUF/blob/main/phi-3-mini-4k-instruct.Q5_1.gguf) | Q5_1 | 2.87 GB | 6.38 GB | | [phi-3-mini-4k-instruct.Q6_K.gguf](https://huggingface.co/SanctumAI/Phi-3-mini-4k-instruct-GGUF/blob/main/phi-3-mini-4k-instruct.Q6_K.gguf) | Q6_K | 3.14 GB | 6.62 GB | | [phi-3-mini-4k-instruct.Q8_0.gguf](https://huggingface.co/SanctumAI/Phi-3-mini-4k-instruct-GGUF/blob/main/phi-3-mini-4k-instruct.Q8_0.gguf) | Q8_0 | 4.06 GB | 7.48 GB | | [phi-3-mini-4k-instruct.fp16.gguf](https://huggingface.co/SanctumAI/Phi-3-mini-4k-instruct-GGUF/blob/main/phi-3-mini-4k-instruct.fp16.gguf) | f16 | 7.64 GB | 10.82 GB | ## Disclaimer Sanctum is not the creator, originator, or owner of any Model featured in the Models section of the Sanctum application. 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