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Model: second-state/Zephyr-7B-Beta-GGUF Source: Original Platform
2026-05-29 13:33:12 +08:00
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+---
+base_model: HuggingFaceH4/zephyr-7b-beta
+inference: false
+license: mit
+model_creator: Hugging Face H4
+model_name: Zephyr 7B Beta
+model_type: mistral
+pipeline_tag: text-generation
+quantized_by: Second State Inc.
+tags:
+- generated_from_trainer
+datasets:
+- HuggingFaceH4/ultrachat_200k
+- HuggingFaceH4/ultrafeedback_binarized
+language:
+- en
+---
+
+<!-- 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 -->
+
+# Zephyr-7B-Beta-GGUF
+
+## Original Model
+
+[HuggingFaceH4/zephyr-7b-beta](https://huggingface.co/HuggingFaceH4/zephyr-7b-beta)
+
+## Run with LlamaEdge
+
+- LlamaEdge version: [v0.2.8](https://github.com/LlamaEdge/LlamaEdge/releases/tag/0.2.8) and above
+
+- Prompt template
+
+  - Prompt type: `zephyr`
+
+  - Prompt string
+
+    ```text
+    <|system|>
+    {system_prompt}</s>
+    <|user|>
+    {prompt}</s>
+    <|assistant|>
+    ```
+
+  - Reverse prompt: `</s>`
+
+- Context size: `4096`
+
+- Run as LlamaEdge service
+
+  ```bash
+  wasmedge --dir .:. --nn-preload default:GGML:AUTO:zephyr-7b-beta-Q5_K_M.gguf llama-api-server.wasm -p zephyr -r '</s>'
+  ```
+
+- Run as LlamaEdge command app
+
+  ```bash
+  wasmedge --dir .:. --nn-preload default:GGML:AUTO:zephyr-7b-beta-Q5_K_M.gguf llama-chat.wasm -p zephyr -r '</s>'
+  ```
+
+## Quantized GGUF Models
+
+| Name | Quant method | Bits | Size | Use case |
+| ---- | ---- | ---- | ---- | ----- |
+| [zephyr-7b-beta-Q2_K.gguf](https://huggingface.co/second-state/Zephyr-7B-Beta-GGUF/blob/main/zephyr-7b-beta-Q2_K.gguf)     | Q2_K   | 2 | 3.08 GB| smallest, significant quality loss - not recommended for most purposes |
+| [zephyr-7b-beta-Q3_K_L.gguf](https://huggingface.co/second-state/Zephyr-7B-Beta-GGUF/blob/main/zephyr-7b-beta-Q3_K_L.gguf) | Q3_K_L | 3 | 3.82 GB| small, substantial quality loss |
+| [zephyr-7b-beta-Q3_K_M.gguf](https://huggingface.co/second-state/Zephyr-7B-Beta-GGUF/blob/main/zephyr-7b-beta-Q3_K_M.gguf) | Q3_K_M | 3 | 3.52 GB| very small, high quality loss |
+| [zephyr-7b-beta-Q3_K_S.gguf](https://huggingface.co/second-state/Zephyr-7B-Beta-GGUF/blob/main/zephyr-7b-beta-Q3_K_S.gguf) | Q3_K_S | 3 | 3.16 GB| very small, high quality loss |
+| [zephyr-7b-beta-Q4_0.gguf](https://huggingface.co/second-state/Zephyr-7B-Beta-GGUF/blob/main/zephyr-7b-beta-Q4_0.gguf)     | Q4_0   | 4 | 4.11 GB| legacy; small, very high quality loss - prefer using Q3_K_M |
+| [zephyr-7b-beta-Q4_K_M.gguf](https://huggingface.co/second-state/Zephyr-7B-Beta-GGUF/blob/main/zephyr-7b-beta-Q4_K_M.gguf) | Q4_K_M | 4 | 4.37 GB| medium, balanced quality - recommended |
+| [zephyr-7b-beta-Q4_K_S.gguf](https://huggingface.co/second-state/Zephyr-7B-Beta-GGUF/blob/main/zephyr-7b-beta-Q4_K_S.gguf) | Q4_K_S | 4 | 4.14 GB| small, greater quality loss |
+| [zephyr-7b-beta-Q5_0.gguf](https://huggingface.co/second-state/Zephyr-7B-Beta-GGUF/blob/main/zephyr-7b-beta-Q5_0.gguf)     | Q5_0   | 5 | 5.00 GB| legacy; medium, balanced quality - prefer using Q4_K_M |
+| [zephyr-7b-beta-Q5_K_M.gguf](https://huggingface.co/second-state/Zephyr-7B-Beta-GGUF/blob/main/zephyr-7b-beta-Q5_K_M.gguf) | Q5_K_M | 5 | 5.13 GB| large, very low quality loss - recommended |
+| [zephyr-7b-beta-Q5_K_S.gguf](https://huggingface.co/second-state/Zephyr-7B-Beta-GGUF/blob/main/zephyr-7b-beta-Q5_K_S.gguf) | Q5_K_S | 5 | 5.00 GB| large, low quality loss - recommended |
+| [zephyr-7b-beta-Q6_K.gguf](https://huggingface.co/second-state/Zephyr-7B-Beta-GGUF/blob/main/zephyr-7b-beta-Q6_K.gguf)     | Q6_K   | 6 | 5.94 GB| very large, extremely low quality loss |
+| [zephyr-7b-beta-Q8_0.gguf](https://huggingface.co/second-state/Zephyr-7B-Beta-GGUF/blob/main/zephyr-7b-beta-Q8_0.gguf)     | Q8_0   | 8 | 7.70 GB| very large, extremely low quality loss - not recommended |
--- a/config.json
+++ b/config.json
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+{
+  "_name_or_path": "HuggingFaceH4/zephyr-7b-beta",
+  "architectures": [
+    "MistralForCausalLM"
+  ],
+  "bos_token_id": 1,
+  "eos_token_id": 2,
+  "hidden_act": "silu",
+  "hidden_size": 4096,
+  "initializer_range": 0.02,
+  "intermediate_size": 14336,
+  "max_position_embeddings": 32768,
+  "model_type": "mistral",
+  "num_attention_heads": 32,
+  "num_hidden_layers": 32,
+  "num_key_value_heads": 8,
+  "pad_token_id": 2,
+  "rms_norm_eps": 1e-05,
+  "rope_theta": 10000.0,
+  "sliding_window": 4096,
+  "tie_word_embeddings": false,
+  "torch_dtype": "bfloat16",
+  "transformers_version": "4.35.0",
+  "use_cache": true,
+  "vocab_size": 32000
+}
--- a/configuration.json
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+{"framework": "pytorch", "task": "text-generation", "allow_remote": true}
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				`{"framework": "pytorch", "task": "text-generation", "allow_remote": true}`