From f3c962cac61adbeab2c3fa0adbed411ac4a91e4e Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Thu, 17 Sep 2026 01:26:25 +0800 Subject: [PATCH] =?UTF-8?q?=E5=88=9D=E5=A7=8B=E5=8C=96=E9=A1=B9=E7=9B=AE?= =?UTF-8?q?=EF=BC=8C=E7=94=B1ModelHub=20XC=E7=A4=BE=E5=8C=BA=E6=8F=90?= =?UTF-8?q?=E4=BE=9B=E6=A8=A1=E5=9E=8B?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Model: second-state/Phi-4-reasoning-GGUF Source: Original Platform --- .gitattributes | 48 ++++++++++++++++++++ Phi-4-reasoning-Q2_K.gguf | 3 ++ Phi-4-reasoning-Q3_K_L.gguf | 3 ++ Phi-4-reasoning-Q3_K_M.gguf | 3 ++ Phi-4-reasoning-Q3_K_S.gguf | 3 ++ Phi-4-reasoning-Q4_0.gguf | 3 ++ Phi-4-reasoning-Q4_K_M.gguf | 3 ++ Phi-4-reasoning-Q4_K_S.gguf | 3 ++ Phi-4-reasoning-Q5_0.gguf | 3 ++ Phi-4-reasoning-Q5_K_M.gguf | 3 ++ Phi-4-reasoning-Q5_K_S.gguf | 3 ++ Phi-4-reasoning-Q6_K.gguf | 3 ++ Phi-4-reasoning-Q8_0.gguf | 3 ++ Phi-4-reasoning-f16.gguf | 3 ++ README.md | 88 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+ +
+
+ + +# Phi-4-reasoning-GGUF + +## Original Model + +[microsoft/Phi-4-reasoning](https://huggingface.co/microsoft/Phi-4-reasoning) + +## Run with LlamaEdge + +- LlamaEdge version: coming soon + + + +- 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.* \ No newline at end of file diff --git a/config.json b/config.json new file mode 100644 index 0000000..2e02e6d --- /dev/null +++ b/config.json @@ -0,0 +1,32 @@ +{ + "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 +}