初始化项目，由ModelHub XC社区提供模型

Model: second-state/Qwen3-0.6B-GGUF Source: Original Platform
2026-07-13 07:47:09 +08:00
commit a6d35e1ac2
16 changed files with 225 additions and 0 deletions
--- a/.gitattributes
+++ 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 -text
+*.onnx filter=lfs diff=lfs merge=lfs -text
+*.ot filter=lfs diff=lfs merge=lfs -text
+*.parquet filter=lfs diff=lfs merge=lfs -text
+*.pb filter=lfs diff=lfs merge=lfs -text
+*.pickle filter=lfs diff=lfs merge=lfs -text
+*.pkl filter=lfs diff=lfs merge=lfs -text
+*.pt filter=lfs diff=lfs merge=lfs -text
+*.pth filter=lfs diff=lfs merge=lfs -text
+*.rar filter=lfs diff=lfs merge=lfs -text
+*.safetensors filter=lfs diff=lfs merge=lfs -text
+saved_model/**/* filter=lfs diff=lfs merge=lfs -text
+*.tar.* filter=lfs diff=lfs merge=lfs -text
+*.tar filter=lfs diff=lfs merge=lfs -text
+*.tflite filter=lfs diff=lfs merge=lfs -text
+*.tgz filter=lfs diff=lfs merge=lfs -text
+*.wasm filter=lfs diff=lfs merge=lfs -text
+*.xz filter=lfs diff=lfs merge=lfs -text
+*.zip filter=lfs diff=lfs merge=lfs -text
+*.zst filter=lfs diff=lfs merge=lfs -text
+*tfevents* filter=lfs diff=lfs merge=lfs -text
+Qwen3-0.6B-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text
+Qwen3-0.6B-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text
+Qwen3-0.6B-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+Qwen3-0.6B-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+Qwen3-0.6B-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text
+Qwen3-0.6B-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+Qwen3-0.6B-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+Qwen3-0.6B-Q5_0.gguf filter=lfs diff=lfs merge=lfs -text
+Qwen3-0.6B-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+Qwen3-0.6B-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+Qwen3-0.6B-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text
+Qwen3-0.6B-Q8_0.gguf filter=lfs diff=lfs merge=lfs -text
+Qwen3-0.6B-f16.gguf filter=lfs diff=lfs merge=lfs -text
--- a/Qwen3-0.6B-Q2_K.gguf
+++ b/Qwen3-0.6B-Q2_K.gguf
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:eb043f7932161baa0587727de13e50e884def5aeff5335110f0a5ce4e4d22335
+size 347288224
--- a/Qwen3-0.6B-Q3_K_L.gguf
+++ b/Qwen3-0.6B-Q3_K_L.gguf
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:65f8f9f73cca28b812e9626c31f72021cf3e87e82c37c5e0f2e6ce48115cc128
+size 435343008
--- a/Qwen3-0.6B-Q3_K_M.gguf
+++ b/Qwen3-0.6B-Q3_K_M.gguf
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:df588f102a9d6e240e86a9106fbef127e4eaa63c9c8ae40668d60daa2c456059
+size 413978272
--- a/Qwen3-0.6B-Q3_K_S.gguf
+++ b/Qwen3-0.6B-Q3_K_S.gguf
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d4b88c3b3e68a239a553306673401814fd1bd1a71f0eaa43539d0633aac1f14e
+size 389926560
--- a/Qwen3-0.6B-Q4_0.gguf
+++ b/Qwen3-0.6B-Q4_0.gguf
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f734719e95510c7dff9ec1a7bc4d509d5fc63f7b4c8f72ed5b092f60df5c7ad8
+size 469080736
--- a/Qwen3-0.6B-Q4_K_M.gguf
+++ b/Qwen3-0.6B-Q4_K_M.gguf
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dd6df9d5627007fa6e29cf2fff3464b1ab01a789fa8220c61ff5f3cf4989ce0e
+size 484219552
--- a/Qwen3-0.6B-Q4_K_S.gguf
+++ b/Qwen3-0.6B-Q4_K_S.gguf
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:564ee2ec7c066bf45498ba4aa431c259b1fada0cde0c79017fae79eff5374d1b
+size 470784672
--- a/Qwen3-0.6B-Q5_0.gguf
+++ b/Qwen3-0.6B-Q5_0.gguf
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d1297e04eb8e6da8f4ef8569c6bbe4f2b1c5712f545b683408bb2238cd4a6c2d
+size 543578784
--- a/Qwen3-0.6B-Q5_K_M.gguf
+++ b/Qwen3-0.6B-Q5_K_M.gguf
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fb4229cda08109a83c3b3a142f446443b811986562de49b3a0075b6732817355
+size 551377568
--- a/Qwen3-0.6B-Q5_K_S.gguf
+++ b/Qwen3-0.6B-Q5_K_S.gguf
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3f35abb4832ee1ad95161cf4679494fc0d96f2627e40e65c27a07542aa8da96f
+size 543578784
--- a/Qwen3-0.6B-Q6_K.gguf
+++ b/Qwen3-0.6B-Q6_K.gguf
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f849a77a5eddcb3705b3495993c43b36f0c504409f47bf651925062ad94c8477
+size 622732960
--- a/Qwen3-0.6B-Q8_0.gguf
+++ b/Qwen3-0.6B-Q8_0.gguf
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8a475ffd89c94e46fbd9f7a2a1a6a6123e570ad1fe1511652b9923e9f1f651ba
+size 804753056
--- a/Qwen3-0.6B-f16.gguf
+++ b/Qwen3-0.6B-f16.gguf
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:25fb880334987a71db728fb43af8568a4682208059f754a2735781f5d0970143
+size 1509346976
--- a/README.md
+++ b/README.md
@@ -0,0 +1,108 @@
+---
+base_model: Qwen/Qwen3-0.6B
+license: apache-2.0
+license_link: https://huggingface.co/Qwen/Qwen3-0.6B/blob/main/LICENSE
+model_creator: Qwen
+model_name: Qwen3-0.6B
+quantized_by: Second State Inc.
+language:
+- en
+pipeline_tag: text-generation
+tags:
+- chat
+---
+
+<!-- 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 -->
+
+# Qwen3-0.6B-GGUF
+
+## Original Model
+
+[Qwen/Qwen3-0.6B](https://huggingface.co/Qwen/Qwen3-0.6B)
+
+## Run with LlamaEdge
+
+- LlamaEdge version:
+
+  - Thinking: [v0.17.0](https://github.com/LlamaEdge/LlamaEdge/releases/tag/0.17.0) and above
+  - No Thinking: [v0.18.2](https://github.com/LlamaEdge/LlamaEdge/releases/tag/0.18.2)
+
+- Prompt template
+
+  - Prompt type: `chatml` (for thinking)
+
+  - Prompt string
+
+    ```text
+    <|im_start|>system
+    {system_message}<|im_end|>
+    <|im_start|>user
+    {prompt}<|im_end|>
+    <|im_start|>assistant
+    ```
+
+  - Prompt type: `qwen3-no-think` (for no thinking)
+ 
+  - Prompt string
+ 
+    ```text
+    <|im_start|>system
+    {system_message}<|im_end|>
+    <|im_start|>user
+    {user_message_1}<|im_end|>
+    <|im_start|>assistant
+    {assistant_message_1}<|im_end|>
+    <|im_start|>user
+    {user_message_2}<|im_end|>
+    <|im_start|>assistant
+    <think>
+
+    </think>
+    ```
+
+- Context size: `128000`
+
+- Run as LlamaEdge service
+
+  ```bash
+  wasmedge --dir .:. --nn-preload default:GGML:AUTO:Qwen3-0.6B-Q5_K_M.gguf \
+    llama-api-server.wasm \
+    --model-name Qwen3-0.6B \
+    --prompt-template chatml \
+    --ctx-size 128000
+  ```
+
+- Run as LlamaEdge command app
+
+  ```bash
+  wasmedge --dir .:. --nn-preload default:GGML:AUTO:Qwen3-0.6B-Q5_K_M.gguf \
+    llama-chat.wasm \
+    --prompt-template chatml \
+    --ctx-size 128000
+  ```
+
+## Quantized GGUF Models
+
+| Name | Quant method | Bits | Size | Use case |
+| ---- | ---- | ---- | ---- | ----- |
+| [Qwen3-0.6B-Q2_K.gguf](https://huggingface.co/second-state/Qwen3-0.6B-GGUF/blob/main/Qwen3-0.6B-Q2_K.gguf)     | Q2_K   | 2 | 347 MB| smallest, significant quality loss - not recommended for most purposes |
+| [Qwen3-0.6B-Q3_K_L.gguf](https://huggingface.co/second-state/Qwen3-0.6B-GGUF/blob/main/Qwen3-0.6B-Q3_K_L.gguf) | Q3_K_L | 3 | 435 MB| small, substantial quality loss |
+| [Qwen3-0.6B-Q3_K_M.gguf](https://huggingface.co/second-state/Qwen3-0.6B-GGUF/blob/main/Qwen3-0.6B-Q3_K_M.gguf) | Q3_K_M | 3 | 414 MB| very small, high quality loss |
+| [Qwen3-0.6B-Q3_K_S.gguf](https://huggingface.co/second-state/Qwen3-0.6B-GGUF/blob/main/Qwen3-0.6B-Q3_K_S.gguf) | Q3_K_S | 3 | 390 MB| very small, high quality loss |
+| [Qwen3-0.6B-Q4_0.gguf](https://huggingface.co/second-state/Qwen3-0.6B-GGUF/blob/main/Qwen3-0.6B-Q4_0.gguf)     | Q4_0   | 4 | 469 MB| legacy; small, very high quality loss - prefer using Q3_K_M |
+| [Qwen3-0.6B-Q4_K_M.gguf](https://huggingface.co/second-state/Qwen3-0.6B-GGUF/blob/main/Qwen3-0.6B-Q4_K_M.gguf) | Q4_K_M | 4 | 484 MB| medium, balanced quality - recommended |
+| [Qwen3-0.6B-Q4_K_S.gguf](https://huggingface.co/second-state/Qwen3-0.6B-GGUF/blob/main/Qwen3-0.6B-Q4_K_S.gguf) | Q4_K_S | 4 | 471 MB| small, greater quality loss |
+| [Qwen3-0.6B-Q5_0.gguf](https://huggingface.co/second-state/Qwen3-0.6B-GGUF/blob/main/Qwen3-0.6B-Q5_0.gguf)     | Q5_0   | 5 | 544 MB| legacy; medium, balanced quality - prefer using Q4_K_M |
+| [Qwen3-0.6B-Q5_K_M.gguf](https://huggingface.co/second-state/Qwen3-0.6B-GGUF/blob/main/Qwen3-0.6B-Q5_K_M.gguf) | Q5_K_M | 5 | 551 MB| large, very low quality loss - recommended |
+| [Qwen3-0.6B-Q5_K_S.gguf](https://huggingface.co/second-state/Qwen3-0.6B-GGUF/blob/main/Qwen3-0.6B-Q5_K_S.gguf) | Q5_K_S | 5 | 544 MB| large, low quality loss - recommended |
+| [Qwen3-0.6B-Q6_K.gguf](https://huggingface.co/second-state/Qwen3-0.6B-GGUF/blob/main/Qwen3-0.6B-Q6_K.gguf)     | Q6_K   | 6 | 623 MB| very large, extremely low quality loss |
+| [Qwen3-0.6B-Q8_0.gguf](https://huggingface.co/second-state/Qwen3-0.6B-GGUF/blob/main/Qwen3-0.6B-Q8_0.gguf)     | Q8_0   | 8 | 805 MB| very large, extremely low quality loss - not recommended |
+| [Qwen3-0.6B-f16.gguf](https://huggingface.co/second-state/Qwen3-0.6B-GGUF/blob/main/Qwen3-0.6B-f16.gguf)       | f16    | 16 | 1.51 GB| |
+
+*Quantized with llama.cpp b5097*
--- a/config.json
+++ b/config.json
@@ -0,0 +1,30 @@
+{
+  "architectures": [
+    "Qwen3ForCausalLM"
+  ],
+  "attention_bias": false,
+  "attention_dropout": 0.0,
+  "bos_token_id": 151643,
+  "eos_token_id": 151645,
+  "head_dim": 128,
+  "hidden_act": "silu",
+  "hidden_size": 1024,
+  "initializer_range": 0.02,
+  "intermediate_size": 3072,
+  "max_position_embeddings": 40960,
+  "max_window_layers": 28,
+  "model_type": "qwen3",
+  "num_attention_heads": 16,
+  "num_hidden_layers": 28,
+  "num_key_value_heads": 8,
+  "rms_norm_eps": 1e-06,
+  "rope_scaling": null,
+  "rope_theta": 1000000,
+  "sliding_window": null,
+  "tie_word_embeddings": true,
+  "torch_dtype": "bfloat16",
+  "transformers_version": "4.51.0",
+  "use_cache": true,
+  "use_sliding_window": false,
+  "vocab_size": 151936
+}