From 91d4b8db14be7b961d45f6effcd396d116365a59 Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Tue, 26 May 2026 23:37:12 +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-3-mini-4k-instruct-GGUF Source: Original Platform --- .gitattributes | 36 +++++++++++ Phi-3-mini-4k-instruct-Q2_K.gguf | 3 + Phi-3-mini-4k-instruct-Q3_K_L.gguf | 3 + Phi-3-mini-4k-instruct-Q3_K_M.gguf | 3 + Phi-3-mini-4k-instruct-Q3_K_S.gguf | 3 + Phi-3-mini-4k-instruct-Q4.gguf | 3 + Phi-3-mini-4k-instruct-Q4_0.gguf | 3 + Phi-3-mini-4k-instruct-Q4_K_M.gguf | 3 + Phi-3-mini-4k-instruct-Q4_K_S.gguf | 3 + Phi-3-mini-4k-instruct-Q5_0.gguf | 3 + Phi-3-mini-4k-instruct-Q5_K_M.gguf | 3 + Phi-3-mini-4k-instruct-Q5_K_S.gguf | 3 + Phi-3-mini-4k-instruct-Q6_K.gguf | 3 + Phi-3-mini-4k-instruct-Q8_0.gguf | 3 + Phi-3-mini-4k-instruct-f16.gguf | 3 + README.md | 97 ++++++++++++++++++++++++++++++ config.json | 35 +++++++++++ configuration.json | 1 + 18 files changed, 211 insertions(+) create mode 100644 .gitattributes create mode 100644 Phi-3-mini-4k-instruct-Q2_K.gguf create mode 100644 Phi-3-mini-4k-instruct-Q3_K_L.gguf create mode 100644 Phi-3-mini-4k-instruct-Q3_K_M.gguf create mode 100644 Phi-3-mini-4k-instruct-Q3_K_S.gguf create mode 100644 Phi-3-mini-4k-instruct-Q4.gguf create mode 100644 Phi-3-mini-4k-instruct-Q4_0.gguf create mode 100644 Phi-3-mini-4k-instruct-Q4_K_M.gguf create mode 100644 Phi-3-mini-4k-instruct-Q4_K_S.gguf create mode 100644 Phi-3-mini-4k-instruct-Q5_0.gguf create mode 100644 Phi-3-mini-4k-instruct-Q5_K_M.gguf create mode 100644 Phi-3-mini-4k-instruct-Q5_K_S.gguf create mode 100644 Phi-3-mini-4k-instruct-Q6_K.gguf create mode 100644 Phi-3-mini-4k-instruct-Q8_0.gguf create mode 100644 Phi-3-mini-4k-instruct-f16.gguf create mode 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State Inc. +tags: +- nlp +- code +--- + + + +
+ +
+
+ + + +> [!CAUTION] +> The gguf models have been updated! The conversion is done with llama.cpp b3463. + + +# Phi-3-mini-4k-instruct-GGUF + +## Original Model + +[microsoft/Phi-3-mini-4k-instruct](https://huggingface.co/microsoft/Phi-3-mini-4k-instruct) + +## Run with LlamaEdge + +- LlamaEdge version: [v0.12.2](https://github.com/LlamaEdge/LlamaEdge/releases/tag/0.12.2) and above + +- Prompt template + + - Prompt type: `phi-3-chat` + + - Prompt string + + ```text + <|system|> + {system_message}<|end|> + <|user|> + {user_message_1}<|end|> + <|assistant|> + {assistant_message_1}<|end|> + <|user|> + {user_message_2}<|end|> + <|assistant|> + ``` + +- Context size: `4000` + +- Run as LlamaEdge service + + ```bash + wasmedge --dir .:. --nn-preload default:GGML:AUTO:Phi-3-mini-4k-instruct-Q5_K_M.gguf \ + llama-api-server.wasm \ + --prompt-template phi-3-chat \ + --ctx-size 4000 \ + --model-name phi-3-mini + ``` + +- Run as LlamaEdge command app + + ```bash + wasmedge --dir .:. --nn-preload default:GGML:AUTO:Phi-3-mini-4k-instruct-Q5_K_M.gguf \ + llama-chat.wasm \ + --prompt-template phi-3-chat \ + --ctx-size 4000 + ``` + +## Quantized GGUF Models + +| Name | Quant method | Bits | Size | Use case | +| ---- | ---- | ---- | ---- | ----- | +| [Phi-3-mini-4k-instruct-Q2_K.gguf](https://huggingface.co/second-state/Phi-3-mini-4k-instruct-GGUF/blob/main/Phi-3-mini-4k-instruct-Q2_K.gguf) | Q2_K | 2 | 1.42 GB| smallest, significant quality loss - not recommended for most purposes | +| [Phi-3-mini-4k-instruct-Q3_K_L.gguf](https://huggingface.co/second-state/Phi-3-mini-4k-instruct-GGUF/blob/main/Phi-3-mini-4k-instruct-Q3_K_L.gguf) | Q3_K_L | 3 | 2.09 GB| small, substantial quality loss | +| [Phi-3-mini-4k-instruct-Q3_K_M.gguf](https://huggingface.co/second-state/Phi-3-mini-4k-instruct-GGUF/blob/main/Phi-3-mini-4k-instruct-Q3_K_M.gguf) | Q3_K_M | 3 | 1.96 GB| very small, high quality loss | +| [Phi-3-mini-4k-instruct-Q3_K_S.gguf](https://huggingface.co/second-state/Phi-3-mini-4k-instruct-GGUF/blob/main/Phi-3-mini-4k-instruct-Q3_K_S.gguf) | Q3_K_S | 3 | 1.68 GB| very small, high quality loss | +| [Phi-3-mini-4k-instruct-Q4_0.gguf](https://huggingface.co/second-state/Phi-3-mini-4k-instruct-GGUF/blob/main/Phi-3-mini-4k-instruct-Q4_0.gguf) | Q4_0 | 4 | 2.18 GB| legacy; small, very high quality loss - prefer using Q3_K_M | +| [Phi-3-mini-4k-instruct-Q4_K_M.gguf](https://huggingface.co/second-state/Phi-3-mini-4k-instruct-GGUF/blob/main/Phi-3-mini-4k-instruct-Q4_K_M.gguf) | Q4_K_M | 4 | 2.39 GB| medium, balanced quality - recommended | +| [Phi-3-mini-4k-instruct-Q4_K_S.gguf](https://huggingface.co/second-state/Phi-3-mini-4k-instruct-GGUF/blob/main/Phi-3-mini-4k-instruct-Q4_K_S.gguf) | Q4_K_S | 4 | 2.19 GB| small, greater quality loss | +| [Phi-3-mini-4k-instruct-Q5_0.gguf](https://huggingface.co/second-state/Phi-3-mini-4k-instruct-GGUF/blob/main/Phi-3-mini-4k-instruct-Q5_0.gguf) | Q5_0 | 5 | 2.64 GB| legacy; medium, balanced quality - prefer using Q4_K_M | +| [Phi-3-mini-4k-instruct-Q5_K_M.gguf](https://huggingface.co/second-state/Phi-3-mini-4k-instruct-GGUF/blob/main/Phi-3-mini-4k-instruct-Q5_K_M.gguf) | Q5_K_M | 5 | 2.82 GB| large, very low quality loss - recommended | +| [Phi-3-mini-4k-instruct-Q5_K_S.gguf](https://huggingface.co/second-state/Phi-3-mini-4k-instruct-GGUF/blob/main/Phi-3-mini-4k-instruct-Q5_K_S.gguf) | Q5_K_S | 5 | 2.64 GB| large, low quality loss - recommended | +| [Phi-3-mini-4k-instruct-Q6_K.gguf](https://huggingface.co/second-state/Phi-3-mini-4k-instruct-GGUF/blob/main/Phi-3-mini-4k-instruct-Q6_K.gguf) | Q6_K | 6 | 3.14 GB| very large, extremely low quality loss | +| [Phi-3-mini-4k-instruct-Q8_0.gguf](https://huggingface.co/second-state/Phi-3-mini-4k-instruct-GGUF/blob/main/Phi-3-mini-4k-instruct-Q8_0.gguf) | Q8_0 | 8 | 4.06 GB| very large, extremely low quality loss - not recommended | +| [Phi-3-mini-4k-instruct-f16.gguf](https://huggingface.co/second-state/Phi-3-mini-4k-instruct-GGUF/blob/main/Phi-3-mini-4k-instruct-f16.gguf) | f16 | 16 | 7.64 GB| | + +*Quantized with llama.cpp b3463.* diff --git a/config.json b/config.json new file mode 100644 index 0000000..a95e91d --- /dev/null +++ b/config.json @@ -0,0 +1,35 @@ +{ + "_name_or_path": "Phi-3-mini-4k-instruct", + "architectures": [ + "Phi3ForCausalLM" + ], + "attention_dropout": 0.0, + "auto_map": { + "AutoConfig": "configuration_phi3.Phi3Config", + "AutoModelForCausalLM": "modeling_phi3.Phi3ForCausalLM" + }, + "bos_token_id": 1, + "embd_pdrop": 0.0, + "eos_token_id": 32000, + "hidden_act": "silu", + "hidden_size": 3072, + "initializer_range": 0.02, + "intermediate_size": 8192, + "max_position_embeddings": 4096, + "model_type": "phi3", + "num_attention_heads": 32, + "num_hidden_layers": 32, + "num_key_value_heads": 32, + "original_max_position_embeddings": 4096, + "pad_token_id": 32000, + "resid_pdrop": 0.0, + "rms_norm_eps": 1e-05, + "rope_scaling": null, + "rope_theta": 10000.0, + "sliding_window": 2047, + "tie_word_embeddings": false, + "torch_dtype": "bfloat16", + "transformers_version": "4.39.3", + "use_cache": true, + "vocab_size": 32064 +} diff --git a/configuration.json b/configuration.json new file mode 100644 index 0000000..bbeeda1 --- /dev/null +++ b/configuration.json @@ -0,0 +1 @@ +{"framework": "pytorch", "task": "text-generation", "allow_remote": true} \ No newline at end of file