commit feed09d5bebaec73775e7e3594faa5ba1b385c2e Author: ModelHub XC Date: Tue Sep 1 20:38:12 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: second-state/Phi-3-medium-4k-instruct-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..e92ab23 --- /dev/null +++ b/.gitattributes @@ -0,0 +1,48 @@ +*.7z filter=lfs diff=lfs merge=lfs -text +*.arrow filter=lfs diff=lfs merge=lfs -text +*.bin filter=lfs diff=lfs merge=lfs -text +*.bz2 filter=lfs diff=lfs merge=lfs -text +*.ckpt filter=lfs diff=lfs merge=lfs -text +*.ftz filter=lfs diff=lfs merge=lfs -text +*.gz filter=lfs diff=lfs merge=lfs -text +*.h5 filter=lfs diff=lfs merge=lfs -text +*.joblib filter=lfs diff=lfs merge=lfs -text +*.lfs.* filter=lfs diff=lfs merge=lfs -text +*.mlmodel filter=lfs diff=lfs merge=lfs -text +*.model filter=lfs diff=lfs merge=lfs -text +*.msgpack filter=lfs diff=lfs merge=lfs -text +*.npy filter=lfs diff=lfs merge=lfs -text +*.npz filter=lfs diff=lfs merge=lfs 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+ +
+
+ + +# Phi-3-medium-4k-instruct-GGUF + +## Original Model + +[microsoft/Phi-3-medium-4k-instruct](https://huggingface.co/microsoft/Phi-3-medium-4k-instruct) + +## Run with LlamaEdge + +- LlamaEdge version: [v0.11.2](https://github.com/LlamaEdge/LlamaEdge/releases/tag/0.11.2) 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-medium-4k-instruct-Q5_K_M.gguf \ + llama-api-server.wasm \ + --prompt-template phi-3-chat \ + --ctx-size 4000 \ + --model-name phi-3-medium-4k + ``` + +- Run as LlamaEdge command app + + ```bash + wasmedge --dir .:. --nn-preload default:GGML:AUTO:Phi-3-medium-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-medium-4k-instruct-Q2_K.gguf](https://huggingface.co/second-state/Phi-3-medium-4k-instruct-GGUF/blob/main/Phi-3-medium-4k-instruct-Q2_K.gguf) | Q2_K | 2 | 5.14 GB| smallest, significant quality loss - not recommended for most purposes | +| [Phi-3-medium-4k-instruct-Q3_K_L.gguf](https://huggingface.co/second-state/Phi-3-medium-4k-instruct-GGUF/blob/main/Phi-3-medium-4k-instruct-Q3_K_L.gguf) | Q3_K_L | 3 | 7.49 GB| small, substantial quality loss | +| [Phi-3-medium-4k-instruct-Q3_K_M.gguf](https://huggingface.co/second-state/Phi-3-medium-4k-instruct-GGUF/blob/main/Phi-3-medium-4k-instruct-Q3_K_M.gguf) | Q3_K_M | 3 | 6.92 GB| very small, high quality loss | +| [Phi-3-medium-4k-instruct-Q3_K_S.gguf](https://huggingface.co/second-state/Phi-3-medium-4k-instruct-GGUF/blob/main/Phi-3-medium-4k-instruct-Q3_K_S.gguf) | Q3_K_S | 3 | 6.06 GB| very small, high quality loss | +| [Phi-3-medium-4k-instruct-Q4_0.gguf](https://huggingface.co/second-state/Phi-3-medium-4k-instruct-GGUF/blob/main/Phi-3-medium-4k-instruct-Q4_0.gguf) | Q4_0 | 4 | 7.9 GB| legacy; small, very high quality loss - prefer using Q3_K_M | +| [Phi-3-medium-4k-instruct-Q4_K_M.gguf](https://huggingface.co/second-state/Phi-3-medium-4k-instruct-GGUF/blob/main/Phi-3-medium-4k-instruct-Q4_K_M.gguf) | Q4_K_M | 4 | 8.57 GB| medium, balanced quality - recommended | +| [Phi-3-medium-4k-instruct-Q4_K_S.gguf](https://huggingface.co/second-state/Phi-3-medium-4k-instruct-GGUF/blob/main/Phi-3-medium-4k-instruct-Q4_K_S.gguf) | Q4_K_S | 4 | 7.95 GB| small, greater quality loss | +| [Phi-3-medium-4k-instruct-Q5_0.gguf](https://huggingface.co/second-state/Phi-3-medium-4k-instruct-GGUF/blob/main/Phi-3-medium-4k-instruct-Q5_0.gguf) | Q5_0 | 5 | 9.62 GB| legacy; medium, balanced quality - prefer using Q4_K_M | +| [Phi-3-medium-4k-instruct-Q5_K_M.gguf](https://huggingface.co/second-state/Phi-3-medium-4k-instruct-GGUF/blob/main/Phi-3-medium-4k-instruct-Q5_K_M.gguf) | Q5_K_M | 5 | 10.1 GB| large, very low quality loss - recommended | +| [Phi-3-medium-4k-instruct-Q5_K_S.gguf](https://huggingface.co/second-state/Phi-3-medium-4k-instruct-GGUF/blob/main/Phi-3-medium-4k-instruct-Q5_K_S.gguf) | Q5_K_S | 5 | 9.62 GB| large, low quality loss - recommended | +| [Phi-3-medium-4k-instruct-Q6_K.gguf](https://huggingface.co/second-state/Phi-3-medium-4k-instruct-GGUF/blob/main/Phi-3-medium-4k-instruct-Q6_K.gguf) | Q6_K | 6 | 11.5 GB| very large, extremely low quality loss | +| [Phi-3-medium-4k-instruct-Q8_0.gguf](https://huggingface.co/second-state/Phi-3-medium-4k-instruct-GGUF/blob/main/Phi-3-medium-4k-instruct-Q8_0.gguf) | Q8_0 | 8 | 14.8 GB| very large, extremely low quality loss - not recommended | +| [Phi-3-medium-4k-instruct-f16.gguf](https://huggingface.co/second-state/Phi-3-medium-4k-instruct-GGUF/blob/main/Phi-3-medium-4k-instruct-f16.gguf) | f16 | 16 | 27.9 GB| | + +*Quantized with llama.cpp b2961.* diff --git a/config.json b/config.json new file mode 100644 index 0000000..d0f3b88 --- /dev/null +++ b/config.json @@ -0,0 +1,35 @@ +{ + "_name_or_path": "Phi-3-medium-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": 5120, + "initializer_range": 0.02, + "intermediate_size": 17920, + "max_position_embeddings": 4096, + "model_type": "phi3", + "num_attention_heads": 40, + "num_hidden_layers": 40, + "num_key_value_heads": 10, + "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