83 lines
4.4 KiB
Markdown
83 lines
4.4 KiB
Markdown
---
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license: mit
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license_link: https://huggingface.co/microsoft/Phi-4-mini-instruct-reasoning/resolve/main/LICENSE
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pipeline_tag: text-generation
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library_name: transformers
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model_creator: Microsoft
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model_name: Phi-4-mini-reasoning
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quantized_by: Second State Inc.
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language:
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- en
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---
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<!-- header start -->
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<!-- 200823 -->
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<div style="width: auto; margin-left: auto; margin-right: auto">
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<img src="https://github.com/LlamaEdge/LlamaEdge/raw/dev/assets/logo.svg" style="width: 100%; min-width: 400px; display: block; margin: auto;">
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</div>
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<hr style="margin-top: 1.0em; margin-bottom: 1.0em;">
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<!-- header end -->
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# Phi-4-mini-reasoning-GGUF
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## Original Model
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[microsoft/Phi-4-mini-reasoning](https://huggingface.co/microsoft/Phi-4-mini-reasoning)
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## Run with LlamaEdge
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- LlamaEdge version: coming soon
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<!-- - LlamaEdge version: [v0.16.9](https://github.com/LlamaEdge/LlamaEdge/releases/tag/0.16.9) and above -->
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- Prompt template
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- Prompt type: `phi-4-chat`
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- Prompt string
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```text
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<|system|>Insert System Message<|end|><|user|>Insert User Message<|end|><|assistant|>
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```
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- Context size: `128000`
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- Run as LlamaEdge service
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```bash
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wasmedge --dir .:. --nn-preload default:GGML:AUTO:Phi-4-mini-reasoning-Q5_K_M.gguf \
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llama-api-server.wasm \
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--prompt-template phi-4-chat \
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--ctx-size 128000 \
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--model-name Phi-4-mini-reasoning
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```
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- Run as LlamaEdge command app
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```bash
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wasmedge --dir .:. --nn-preload default:GGML:AUTO:Phi-4-mini-reasoning-Q5_K_M.gguf \
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llama-chat.wasm \
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--prompt-template phi-4-chat \
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--ctx-size 128000
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```
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## Quantized GGUF Models
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| Name | Quant method | Bits | Size | Use case |
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| ---- | ---- | ---- | ---- | ----- |
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| [Phi-4-mini-reasoning-Q2_K.gguf](https://huggingface.co/second-state/Phi-4-mini-reasoning-GGUF/blob/main/Phi-4-mini-reasoning-Q2_K.gguf) | Q2_K | 2 | 1.68 GB| smallest, significant quality loss - not recommended for most purposes |
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| [Phi-4-mini-reasoning-Q3_K_L.gguf](https://huggingface.co/second-state/Phi-4-mini-reasoning-GGUF/blob/main/Phi-4-mini-reasoning-Q3_K_L.gguf) | Q3_K_L | 3 | 2.25 GB| small, substantial quality loss |
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| [Phi-4-mini-reasoning-Q3_K_M.gguf](https://huggingface.co/second-state/Phi-4-mini-reasoning-GGUF/blob/main/Phi-4-mini-reasoning-Q3_K_M.gguf) | Q3_K_M | 3 | 2.12 GB| very small, high quality loss |
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| [Phi-4-mini-reasoning-Q3_K_S.gguf](https://huggingface.co/second-state/Phi-4-mini-reasoning-GGUF/blob/main/Phi-4-mini-reasoning-Q3_K_S.gguf) | Q3_K_S | 3 | 1.90 GB| very small, high quality loss |
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| [Phi-4-mini-reasoning-Q4_0.gguf](https://huggingface.co/second-state/Phi-4-mini-reasoning-GGUF/blob/main/Phi-4-mini-reasoning-Q4_0.gguf) | Q4_0 | 4 | 2.33 GB| legacy; small, very high quality loss - prefer using Q3_K_M |
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| [Phi-4-mini-reasoning-Q4_K_M.gguf](https://huggingface.co/second-state/Phi-4-mini-reasoning-GGUF/blob/main/Phi-4-mini-reasoning-Q4_K_M.gguf) | Q4_K_M | 4 | 2.49 GB| medium, balanced quality - recommended |
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| [Phi-4-mini-reasoning-Q4_K_S.gguf](https://huggingface.co/second-state/Phi-4-mini-reasoning-GGUF/blob/main/Phi-4-mini-reasoning-Q4_K_S.gguf) | Q4_K_S | 4 | 2.34 GB| small, greater quality loss |
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| [Phi-4-mini-reasoning-Q5_0.gguf](https://huggingface.co/second-state/Phi-4-mini-reasoning-GGUF/blob/main/Phi-4-mini-reasoning-Q5_0.gguf) | Q5_0 | 5 | 2.73 GB| legacy; medium, balanced quality - prefer using Q4_K_M |
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| [Phi-4-mini-reasoning-Q5_K_M.gguf](https://huggingface.co/second-state/Phi-4-mini-reasoning-GGUF/blob/main/Phi-4-mini-reasoning-Q5_K_M.gguf) | Q5_K_M | 5 | 2.85 GB| large, very low quality loss - recommended |
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| [Phi-4-mini-reasoning-Q5_K_S.gguf](https://huggingface.co/second-state/Phi-4-mini-reasoning-GGUF/blob/main/Phi-4-mini-reasoning-Q5_K_S.gguf) | Q5_K_S | 5 | 2.73 GB| large, low quality loss - recommended |
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| [Phi-4-mini-reasoning-Q6_K.gguf](https://huggingface.co/second-state/Phi-4-mini-reasoning-GGUF/blob/main/Phi-4-mini-reasoning-Q6_K.gguf) | Q6_K | 6 | 3.16 GB| very large, extremely low quality loss |
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| [Phi-4-mini-reasoning-Q8_0.gguf](https://huggingface.co/second-state/Phi-4-mini-reasoning-GGUF/blob/main/Phi-4-mini-reasoning-Q8_0.gguf) | Q8_0 | 8 | 4.08 GB| very large, extremely low quality loss - not recommended |
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| [Phi-4-mini-reasoning-f16.gguf](https://huggingface.co/second-state/Phi-4-mini-reasoning-GGUF/blob/main/Phi-4-mini-reasoning-f16.gguf) | f16 | 16 | 7.68 GB| |
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*Quantized with llama.cpp b5201.*
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