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Model: second-state/Deepseek-LLM-7B-Chat-GGUF Source: Original Platform
2026-05-29 13:02:14 +08:00
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--- a/README.md
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+---
+base_model: deepseek-ai/deepseek-llm-7b-chat
+inference: false
+license: other
+license_link: LICENSE
+license_name: deepseek
+model_creator: DeepSeek
+model_name: Deepseek LLM 7B Chat
+model_type: deepseek
+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 -->
+
+# Deepseek-LLM-7B-Chat-GGUF
+
+## Original Model
+
+[deepseek-ai/deepseek-llm-7b-chat](https://huggingface.co/deepseek-ai/deepseek-llm-7b-chat)
+
+## Run with LlamaEdge
+
+- LlamaEdge version: [v0.2.8](https://github.com/LlamaEdge/LlamaEdge/releases/tag/0.2.8) and above
+
+- Prompt template
+
+  - Prompt type: `deepseek-chat`
+
+  - Prompt string
+
+    ```text
+    User: {user_message_1}
+
+    Assistant: {assistant_message_1}<｜end▁of▁sentence｜>User: {user_message_2}
+
+    Assistant:
+    ```
+
+- Context size: `4096`
+
+- Run as LlamaEdge service
+
+  ```bash
+  wasmedge --dir .:. --nn-preload default:GGML:AUTO:deepseek-llm-7b-chat-Q5_K_M.gguf llama-api-server.wasm -p deepseek-chat
+  ```
+
+- Run as LlamaEdge command app
+
+  ```bash
+  wasmedge --dir .:. --nn-preload default:GGML:AUTO:deepseek-llm-7b-chat-Q5_K_M.gguf llama-chat.wasm -p deepseek-chat
+  ```
+
+## Quantized GGUF Models
+
+| Name | Quant method | Bits | Size | Use case |
+| ---- | ---- | ---- | ---- | ----- |
+| [deepseek-llm-7b-chat-Q2_K.gguf](https://huggingface.co/second-state/Deepseek-LLM-7B-Chat-GGUF/blob/main/deepseek-llm-7b-chat-Q2_K.gguf)     | Q2_K   | 2 | 2.72 GB| smallest, significant quality loss - not recommended for most purposes |
+| [deepseek-llm-7b-chat-Q3_K_L.gguf](https://huggingface.co/second-state/Deepseek-LLM-7B-Chat-GGUF/blob/main/deepseek-llm-7b-chat-Q3_K_L.gguf) | Q3_K_L | 3 | 3.75 GB| small, substantial quality loss |
+| [deepseek-llm-7b-chat-Q3_K_M.gguf](https://huggingface.co/second-state/Deepseek-LLM-7B-Chat-GGUF/blob/main/deepseek-llm-7b-chat-Q3_K_M.gguf) | Q3_K_M | 3 | 3.46 GB| very small, high quality loss |
+| [deepseek-llm-7b-chat-Q3_K_S.gguf](https://huggingface.co/second-state/Deepseek-LLM-7B-Chat-GGUF/blob/main/deepseek-llm-7b-chat-Q3_K_S.gguf) | Q3_K_S | 3 | 3.14 GB| very small, high quality loss |
+| [deepseek-llm-7b-chat-Q4_0.gguf](https://huggingface.co/second-state/Deepseek-LLM-7B-Chat-GGUF/blob/main/deepseek-llm-7b-chat-Q4_0.gguf)     | Q4_0   | 4 | 4.00 GB| legacy; small, very high quality loss - prefer using Q3_K_M |
+| [deepseek-llm-7b-chat-Q4_K_M.gguf](https://huggingface.co/second-state/Deepseek-LLM-7B-Chat-GGUF/blob/main/deepseek-llm-7b-chat-Q4_K_M.gguf) | Q4_K_M | 4 | 4.22 GB| medium, balanced quality - recommended |
+| [deepseek-llm-7b-chat-Q4_K_S.gguf](https://huggingface.co/second-state/Deepseek-LLM-7B-Chat-GGUF/blob/main/deepseek-llm-7b-chat-Q4_K_S.gguf) | Q4_K_S | 4 | 4.03 GB| small, greater quality loss |
+| [deepseek-llm-7b-chat-Q5_0.gguf](https://huggingface.co/second-state/Deepseek-LLM-7B-Chat-GGUF/blob/main/deepseek-llm-7b-chat-Q5_0.gguf)     | Q5_0   | 5 | 4.81 GB| legacy; medium, balanced quality - prefer using Q4_K_M |
+| [deepseek-llm-7b-chat-Q5_K_M.gguf](https://huggingface.co/second-state/Deepseek-LLM-7B-Chat-GGUF/blob/main/deepseek-llm-7b-chat-Q5_K_M.gguf) | Q5_K_M | 5 | 4.93 GB| large, very low quality loss - recommended |
+| [deepseek-llm-7b-chat-Q5_K_S.gguf](https://huggingface.co/second-state/Deepseek-LLM-7B-Chat-GGUF/blob/main/deepseek-llm-7b-chat-Q5_K_S.gguf) | Q5_K_S | 5 | 4.81 GB| large, low quality loss - recommended |
+| [deepseek-llm-7b-chat-Q6_K.gguf](https://huggingface.co/second-state/Deepseek-LLM-7B-Chat-GGUF/blob/main/deepseek-llm-7b-chat-Q6_K.gguf)     | Q6_K   | 6 | 5.67 GB| very large, extremely low quality loss |
+| [deepseek-llm-7b-chat-Q8_0.gguf](https://huggingface.co/second-state/Deepseek-LLM-7B-Chat-GGUF/blob/main/deepseek-llm-7b-chat-Q8_0.gguf)     | Q8_0   | 8 | 7.35 GB| very large, extremely low quality loss - not recommended |
--- a/config.json
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+    "LlamaForCausalLM"
+  ],
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+  "model_type": "llama",
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+  "torch_dtype": "bfloat16",
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+  "use_cache": true,
+  "vocab_size": 102400
+}
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				`{"framework": "pytorch", "task": "text-generation", "allow_remote": true}`