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README.md

@@ -9,5 +9,42 @@ tags:
 # Qwen2-7B-Instruct-MNN
 
 ## Introduction
+This model is a 4-bit quantized version of the MNN model exported from [Qwen2-7B-Instruct](https://modelscope.cn/models/qwen/Qwen2-7B-Instruct/summary) using [llmexport](https://github.com/alibaba/MNN/tree/master/transformers/llm/export).
 
-This model is a 4-bit quantized version of the MNN model exported from Qwen2-7B-Instruct using [llm-export](https://github.com/wangzhaode/llm-export).
+## Download
+```bash
+# install huggingface
+pip install huggingface
+```
+```bash
+# shell download
+huggingface download --model 'taobao-mnn/Qwen2-7B-Instruct-MNN' --local_dir 'path/to/dir'
+```
+```python
+# SDK download
+from huggingface_hub import snapshot_download
+model_dir = snapshot_download('taobao-mnn/Qwen2-7B-Instruct-MNN')
+```
+
+```bash
+# git clone
+git clone https://www.modelscope.cn/taobao-mnn/Qwen2-7B-Instruct-MNN
+```
+
+## Usage
+```bash
+# clone MNN source
+git clone https://github.com/alibaba/MNN.git
+
+# compile
+cd MNN
+mkdir build && cd build
+cmake .. -DMNN_LOW_MEMORY=true -DMNN_CPU_WEIGHT_DEQUANT_GEMM=true -DMNN_BUILD_LLM=true -DMNN_SUPPORT_TRANSFORMER_FUSE=true
+make -j
+
+# run
+./llm_demo /path/to/Qwen2-7B-Instruct-MNN/config.json prompt.txt
+```
+
+## Document
+[MNN-LLM](https://mnn-docs.readthedocs.io/en/latest/transformers/llm.html#)

config.json

@@ -1,9 +1,8 @@
 {
-    "llm_model": "qwen2-7b-int4.mnn",
-    "llm_weight": "qwen2-7b-int4.mnn.weight",
-
+    "llm_model": "llm.mnn",
+    "llm_weight": "llm.mnn.weight",
     "backend_type": "cpu",
     "thread_num": 4,
     "precision": "low",
     "memory": "low"
-}
+}

llm.mnn

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:97e60c4256aaffeda091914b7434d90ad9d4efb2b71b5226244c32bc6e45945a
+size 2079152

llm.mnn.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2c99200fa2871a6486689ad0a1a478b0ea38266ce43b62d59a1cdeef2ce5dde6
+size 13025014

llm.mnn.weight

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d452d3a2320a7f4bbac9ca1f1ceb6cd987a9984cba9f0a12a711eff769821440
+size 3977556210

llm_config.json

@@ -10,6 +10,5 @@
         128
     ],
     "prompt_template": "<|im_start|>user\n%s<|im_end|>\n<|im_start|>assistant\n",
-    "is_visual": false,
-    "is_single": true
+    "is_visual": false
 }

tokenizer.txt

@@ -1,6 +1,6 @@
 430 3
-3 3 0
-151643 151644 151645 151645 151645 151643 
+3 2 0
+151643 151644 151645 151643 151645 
 151646 151387
 !
 "