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Phi 3 Mini 4K Instruct GGUF

Model creator: microsoft
Original model: Phi-3.5-mini-instruct

Model Summary:

Phi-3.5-mini is a lightweight, state-of-the-art open model built upon datasets used for Phi-3 - synthetic data and filtered publicly available websites - with a focus on very high-quality, reasoning dense data. The model belongs to the Phi-3 model family and supports 128K token context length. The model underwent a rigorous enhancement process, incorporating both supervised fine-tuning, proximal policy optimization, and direct preference optimization to ensure precise instruction adherence and robust safety measures.

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-3.5-mini-instruct.Q2_K.gguf Q2_K 1.42 GB 5.02 GB
phi-3.5-mini-instruct.Q3_K_S.gguf Q3_K_S 1.68 GB 5.27 GB
phi-3.5-mini-instruct.Q3_K_M.gguf Q3_K_M 1.96 GB 5.52 GB
phi-3.5-mini-instruct.Q3_K_L.gguf Q3_K_L 2.09 GB 5.65 GB
phi-3.5-mini-instruct.Q4_0.gguf Q4_0 2.18 GB 5.73 GB
phi-3.5-mini-instruct.Q4_K_S.gguf Q4_K_S 2.19 GB 5.74 GB
phi-3.5-mini-instruct.Q4_K_M.gguf Q4_K_M 2.39 GB 5.93 GB
phi-3.5-mini-instruct.Q4_K.gguf Q4_K 2.39 GB 5.93 GB
phi-3.5-mini-instruct.Q4_1.gguf Q4_1 2.41 GB 5.94 GB
phi-3.5-mini-instruct.Q5_0.gguf Q5_0 2.64 GB 6.16 GB
phi-3.5-mini-instruct.Q5_K_S.gguf Q5_K_S 2.64 GB 6.16 GB
phi-3.5-mini-instruct.Q5_K_M.gguf Q5_K_M 2.82 GB 6.32 GB
phi-3.5-mini-instruct.Q5_K.gguf Q5_K 2.82 GB 6.32 GB
phi-3.5-mini-instruct.Q5_1.gguf Q5_1 2.87 GB 6.38 GB
phi-3.5-mini-instruct.Q6_K.gguf Q6_K 3.14 GB 6.62 GB
phi-3.5-mini-instruct.Q8_0.gguf Q8_0 4.06 GB 7.48 GB
phi-3.5-mini-instruct.f16.gguf f16 7.64 GB 10.82 GB

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Inference Examples
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