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Model: second-state/Phi-4-reasoning-GGUF
Source: Original Platform

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README.md

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+---
+license: mit
+license_link: https://huggingface.co/microsoft/Phi-4-reasoning/resolve/main/LICENSE
+language:
+- en
+base_model:
+- microsoft/phi-4
+pipeline_tag: text-generation
+library_name: transformers
+model_creator: Microsoft
+model_name: Phi-4-reasoning
+quantized_by: Second State Inc.
+---
+
+<!-- header start -->
+<!-- 200823 -->
+<div style="width: auto; margin-left: auto; margin-right: auto">
+<img src="https://github.com/LlamaEdge/LlamaEdge/raw/dev/assets/logo.svg" style="width: 100%; min-width: 400px; display: block; margin: auto;">
+</div>
+<hr style="margin-top: 1.0em; margin-bottom: 1.0em;">
+<!-- header end -->
+
+# Phi-4-reasoning-GGUF
+
+## Original Model
+
+[microsoft/Phi-4-reasoning](https://huggingface.co/microsoft/Phi-4-reasoning)
+
+## Run with LlamaEdge
+
+- LlamaEdge version: coming soon
+
+<!-- - LlamaEdge version: [v0.16.0](https://github.com/LlamaEdge/LlamaEdge/releases/tag/0.16.0) and above -->
+
+- Prompt template
+
+  - Prompt type: `phi-4-chat`
+
+  - Prompt string
+
+    ```text
+    <|im_start|>system<|im_sep|>
+    {system_message}<|im_end|>
+    <|im_start|>user<|im_sep|>
+    {user_message}<|im_end|>
+    <|im_start|>assistant<|im_sep|>
+    ```
+
+- Context size: `32000`
+
+- Run as LlamaEdge service
+
+  ```bash
+  wasmedge --dir .:. --nn-preload default:GGML:AUTO:Phi-4-reasoning-Q5_K_M.gguf \
+    llama-api-server.wasm \
+    --prompt-template phi-4-chat \
+    --ctx-size 32000 \
+    --model-name phi-4-reasoning
+  ```
+
+- Run as LlamaEdge command app
+
+  ```bash
+  wasmedge --dir .:. --nn-preload default:GGML:AUTO:Phi-4-reasoning-Q5_K_M.gguf \
+    llama-chat.wasm \
+    --prompt-template phi-4-chat \
+    --ctx-size 32000
+  ```
+
+## Quantized GGUF Models
+
+| Name | Quant method | Bits | Size | Use case |
+| ---- | ---- | ---- | ---- | ----- |
+| [Phi-4-reasoning-Q2_K.gguf](https://huggingface.co/second-state/Phi-4-reasoning-GGUF/blob/main/Phi-4-reasoning-Q2_K.gguf)     | Q2_K   | 2 | 5.55 GB| smallest, significant quality loss - not recommended for most purposes |
+| [Phi-4-reasoning-Q3_K_L.gguf](https://huggingface.co/second-state/Phi-4-reasoning-GGUF/blob/main/Phi-4-reasoning-Q3_K_L.gguf) | Q3_K_L | 3 | 7.93 GB| small, substantial quality loss |
+| [Phi-4-reasoning-Q3_K_M.gguf](https://huggingface.co/second-state/Phi-4-reasoning-GGUF/blob/main/Phi-4-reasoning-Q3_K_M.gguf) | Q3_K_M | 3 | 7.36 GB| very small, high quality loss |
+| [Phi-4-reasoning-Q3_K_S.gguf](https://huggingface.co/second-state/Phi-4-reasoning-GGUF/blob/main/Phi-4-reasoning-Q3_K_S.gguf) | Q3_K_S | 3 | 6.50 GB| very small, high quality loss |
+| [Phi-4-reasoning-Q4_0.gguf](https://huggingface.co/second-state/Phi-4-reasoning-GGUF/blob/main/Phi-4-reasoning-Q4_0.gguf)     | Q4_0   | 4 | 8.38 GB| legacy; small, very high quality loss - prefer using Q3_K_M |
+| [Phi-4-reasoning-Q4_K_M.gguf](https://huggingface.co/second-state/Phi-4-reasoning-GGUF/blob/main/Phi-4-reasoning-Q4_K_M.gguf) | Q4_K_M | 4 | 9.05 GB| medium, balanced quality - recommended |
+| [Phi-4-reasoning-Q4_K_S.gguf](https://huggingface.co/second-state/Phi-4-reasoning-GGUF/blob/main/Phi-4-reasoning-Q4_K_S.gguf) | Q4_K_S | 4 | 8.44 GB| small, greater quality loss |
+| [Phi-4-reasoning-Q5_0.gguf](https://huggingface.co/second-state/Phi-4-reasoning-GGUF/blob/main/Phi-4-reasoning-Q5_0.gguf)     | Q5_0   | 5 | 10.2 GB| legacy; medium, balanced quality - prefer using Q4_K_M |
+| [Phi-4-reasoning-Q5_K_M.gguf](https://huggingface.co/second-state/Phi-4-reasoning-GGUF/blob/main/Phi-4-reasoning-Q5_K_M.gguf) | Q5_K_M | 5 | 10.6 GB| large, very low quality loss - recommended |
+| [Phi-4-reasoning-Q5_K_S.gguf](https://huggingface.co/second-state/Phi-4-reasoning-GGUF/blob/main/Phi-4-reasoning-Q5_K_S.gguf) | Q5_K_S | 5 | 10.2 GB| large, low quality loss - recommended |
+| [Phi-4-reasoning-Q6_K.gguf](https://huggingface.co/second-state/Phi-4-reasoning-GGUF/blob/main/Phi-4-reasoning-Q6_K.gguf)     | Q6_K   | 6 | 12.0 GB| very large, extremely low quality loss |
+| [Phi-4-reasoning-Q8_0.gguf](https://huggingface.co/second-state/Phi-4-reasoning-GGUF/blob/main/Phi-4-reasoning-Q8_0.gguf)     | Q8_0   | 8 | 15.6 GB| very large, extremely low quality loss - not recommended |
+| [Phi-4-reasoning-f16.gguf](https://huggingface.co/second-state/Phi-4-reasoning-GGUF/blob/main/Phi-4-reasoning-f16.gguf)       | f16   | 16 | 29.3 GB|  |
+
+*Quantized with llama.cpp b5201.*

config.json

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+{
+  "architectures": [
+    "Phi3ForCausalLM"
+  ],
+  "attention_bias": false,
+  "attention_dropout": 0.0,
+  "bos_token_id": 100257,
+  "embd_pdrop": 0.0,
+  "eos_token_id": 100265,
+  "hidden_act": "silu",
+  "hidden_size": 5120,
+  "initializer_range": 0.02,
+  "intermediate_size": 17920,
+  "max_position_embeddings": 32768,
+  "model_type": "phi3",
+  "num_attention_heads": 40,
+  "num_hidden_layers": 40,
+  "num_key_value_heads": 10,
+  "original_max_position_embeddings": 32768,
+  "pad_token_id": 100349,
+  "partial_rotary_factor": 1.0,
+  "resid_pdrop": 0.0,
+  "rms_norm_eps": 1e-05,
+  "rope_scaling": null,
+  "rope_theta": 500000,
+  "sliding_window": null,
+  "tie_word_embeddings": false,
+  "torch_dtype": "bfloat16",
+  "transformers_version": "4.51.1",
+  "use_cache": true,
+  "vocab_size": 100352
+}