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Phi 3 Mini 4K Instruct GGUF
Model creator: microsoft
Original model: 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 | Q2_K | 1.45 GB | 5.05 GB |
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 | Q3_K_M | 1.88 GB | 5.45 GB |
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 | Q4_0 | 2.18 GB | 5.73 GB |
phi-3-mini-4k-instruct.Q4_K_S.gguf | Q4_K_S | 2.19 GB | 5.74 GB |
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 | Q4_K | 2.32 GB | 5.86 GB |
phi-3-mini-4k-instruct.Q4_1.gguf | Q4_1 | 2.41 GB | 5.94 GB |
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 | Q5_K_S | 2.64 GB | 6.16 GB |
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 | Q5_K | 2.72 GB | 6.23 GB |
phi-3-mini-4k-instruct.Q5_1.gguf | Q5_1 | 2.87 GB | 6.38 GB |
phi-3-mini-4k-instruct.Q6_K.gguf | Q6_K | 3.14 GB | 6.62 GB |
phi-3-mini-4k-instruct.Q8_0.gguf | Q8_0 | 4.06 GB | 7.48 GB |
phi-3-mini-4k-instruct.fp16.gguf | f16 | 7.64 GB | 10.82 GB |
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