From 0a5f8e3769e2964df6a2095f6e08b82a32253cab Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Fri, 29 May 2026 10:10:13 +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/Qwen2-7B-Instruct-GGUF Source: Original Platform --- .gitattributes | 48 ++++++++++++++++++++ Qwen2-7B-Instruct-Q2_K.gguf | 3 ++ Qwen2-7B-Instruct-Q3_K_L.gguf | 3 ++ Qwen2-7B-Instruct-Q3_K_M.gguf | 3 ++ Qwen2-7B-Instruct-Q3_K_S.gguf | 3 ++ Qwen2-7B-Instruct-Q4_0.gguf | 3 ++ Qwen2-7B-Instruct-Q4_K_M.gguf | 3 ++ Qwen2-7B-Instruct-Q4_K_S.gguf | 3 ++ Qwen2-7B-Instruct-Q5_0.gguf | 3 ++ Qwen2-7B-Instruct-Q5_K_M.gguf | 3 ++ Qwen2-7B-Instruct-Q5_K_S.gguf | 3 ++ Qwen2-7B-Instruct-Q6_K.gguf | 3 ++ Qwen2-7B-Instruct-Q8_0.gguf | 3 ++ Qwen2-7B-Instruct-f16.gguf | 3 ++ README.md | 85 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+language: +- en +pipeline_tag: text-generation +tags: +- chat +--- + + + +
+ +
+
+ + +# Qwen2-7B-Instruct-GGUF + +## Original Model + +[Qwen/Qwen2-7B-Instruct](https://huggingface.co/Qwen/Qwen2-7B-Instruct) + +## Run with LlamaEdge + +- LlamaEdge version: [v0.11.2](https://github.com/LlamaEdge/LlamaEdge/releases/tag/0.11.2) + +- Prompt template + + - Prompt type: `chatml` + + - Prompt string + + ```text + <|im_start|>system + {system_message}<|im_end|> + <|im_start|>user + {prompt}<|im_end|> + <|im_start|>assistant + ``` + +- Context size: `131072` + +- Run as LlamaEdge service + + ```bash + wasmedge --dir .:. --nn-preload default:GGML:AUTO:Qwen2-7B-Instruct-Q5_K_M.gguf \ + llama-api-server.wasm \ + --model-name Qwen2-7B-Instruct \ + --prompt-template chatml \ + --ctx-size 131072 + ``` + +- Run as LlamaEdge command app + + ```bash + wasmedge --dir .:. --nn-preload default:GGML:AUTO:Qwen2-7B-Instruct-Q5_K_M.gguf \ + llama-chat.wasm \ + --prompt-template chatml \ + --ctx-size 131072 + ``` + +## Quantized GGUF Models + +| Name | Quant method | Bits | Size | Use case | +| ---- | ---- | ---- | ---- | ----- | +| [Qwen2-7B-Instruct-Q2_K.gguf](https://huggingface.co/second-state/Qwen2-7B-Instruct-GGUF/blob/main/Qwen2-7B-Instruct-Q2_K.gguf) | Q2_K | 2 | 3.02 GB| smallest, significant quality loss - not recommended for most purposes | +| [Qwen2-7B-Instruct-Q3_K_L.gguf](https://huggingface.co/second-state/Qwen2-7B-Instruct-GGUF/blob/main/Qwen2-7B-Instruct-Q3_K_L.gguf) | Q3_K_L | 3 | 4.09 GB| small, substantial quality loss | +| [Qwen2-7B-Instruct-Q3_K_M.gguf](https://huggingface.co/second-state/Qwen2-7B-Instruct-GGUF/blob/main/Qwen2-7B-Instruct-Q3_K_M.gguf) | Q3_K_M | 3 | 3.81 GB| very small, high quality loss | +| [Qwen2-7B-Instruct-Q3_K_S.gguf](https://huggingface.co/second-state/Qwen2-7B-Instruct-GGUF/blob/main/Qwen2-7B-Instruct-Q3_K_S.gguf) | Q3_K_S | 3 | 3.49 GB| very small, high quality loss | +| [Qwen2-7B-Instruct-Q4_0.gguf](https://huggingface.co/second-state/Qwen2-7B-Instruct-GGUF/blob/main/Qwen2-7B-Instruct-Q4_0.gguf) | Q4_0 | 4 | 4.43 GB| legacy; small, very high quality loss - prefer using Q3_K_M | +| [Qwen2-7B-Instruct-Q4_K_M.gguf](https://huggingface.co/second-state/Qwen2-7B-Instruct-GGUF/blob/main/Qwen2-7B-Instruct-Q4_K_M.gguf) | Q4_K_M | 4 | 4.68 GB| medium, balanced quality - recommended | +| [Qwen2-7B-Instruct-Q4_K_S.gguf](https://huggingface.co/second-state/Qwen2-7B-Instruct-GGUF/blob/main/Qwen2-7B-Instruct-Q4_K_S.gguf) | Q4_K_S | 4 | 4.46 GB| small, greater quality loss | +| [Qwen2-7B-Instruct-Q5_0.gguf](https://huggingface.co/second-state/Qwen2-7B-Instruct-GGUF/blob/main/Qwen2-7B-Instruct-Q5_0.gguf) | Q5_0 | 5 | 5.32 GB| legacy; medium, balanced quality - prefer using Q4_K_M | +| [Qwen2-7B-Instruct-Q5_K_M.gguf](https://huggingface.co/second-state/Qwen2-7B-Instruct-GGUF/blob/main/Qwen2-7B-Instruct-Q5_K_M.gguf) | Q5_K_M | 5 | 5.44 GB| large, very low quality loss - recommended | +| [Qwen2-7B-Instruct-Q5_K_S.gguf](https://huggingface.co/second-state/Qwen2-7B-Instruct-GGUF/blob/main/Qwen2-7B-Instruct-Q5_K_S.gguf) | Q5_K_S | 5 | 5.32 GB| large, low quality loss - recommended | +| [Qwen2-7B-Instruct-Q6_K.gguf](https://huggingface.co/second-state/Qwen2-7B-Instruct-GGUF/blob/main/Qwen2-7B-Instruct-Q6_K.gguf) | Q6_K | 6 | 6.25 GB| very large, extremely low quality loss | +| [Qwen2-7B-Instruct-Q8_0.gguf](https://huggingface.co/second-state/Qwen2-7B-Instruct-GGUF/blob/main/Qwen2-7B-Instruct-Q8_0.gguf) | Q8_0 | 8 | 8.21 GB| very large, extremely low quality loss - not recommended | +| [Qwen2-7B-Instruct-f16.gguf](https://huggingface.co/second-state/Qwen2-7B-Instruct-GGUF/blob/main/Qwen2-7B-Instruct-f16.gguf) | f16 | 16 | 15.2 GB| | + +*Quantized with llama.cpp b3705* diff --git a/config.json b/config.json new file mode 100644 index 0000000..ae681ed --- /dev/null +++ b/config.json @@ -0,0 +1,27 @@ +{ + "architectures": [ + "Qwen2ForCausalLM" + ], + "attention_dropout": 0.0, + "bos_token_id": 151643, + "eos_token_id": 151645, + "hidden_act": "silu", + "hidden_size": 3584, + "initializer_range": 0.02, + "intermediate_size": 18944, + "max_position_embeddings": 32768, + "max_window_layers": 28, + "model_type": "qwen2", + "num_attention_heads": 28, + "num_hidden_layers": 28, + "num_key_value_heads": 4, + "rms_norm_eps": 1e-06, + "rope_theta": 1000000.0, + "sliding_window": 131072, + "tie_word_embeddings": false, + "torch_dtype": "bfloat16", + "transformers_version": "4.41.2", + "use_cache": true, + "use_sliding_window": false, + "vocab_size": 152064 +} diff --git a/configuration.json b/configuration.json new file mode 100644 index 0000000..09d65e5 --- /dev/null +++ b/configuration.json @@ -0,0 +1 @@ +{"framework":"other","task":"text-generation"} \ No newline at end of file