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Model: tclf90/Qwen2-14B-merge-GPTQ-Int8
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Tongyi Qianwen LICENSE AGREEMENT
Tongyi Qianwen Release Date: August 3, 2023
By clicking to agree or by using or distributing any portion or element of the Tongyi Qianwen Materials, you will be deemed to have recognized and accepted the content of this Agreement, which is effective immediately.
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---
license: qwen
license_name: Tongyi Qianwen LICENSE AGREEMENT
license_link: LICENSE
pipeline_tag: text-generation
tags:
- qwen2
- gptq
- int8
- 量化修复
- vLLM
---
# 通义千问2-14B-Merge-GPTQ-Int8-量化修复
HF原模型 [paperplanedeemo/Qwen2-14B-merge](https://huggingface.co/paperplanedeemo/Qwen2-14B-merge)
### 【模型更新日期】
``` 2024-06-13 ```
### 【模型大小】
`13.3GB`
### 【修复内容】
1. 对GPTQ量化的校准做了额外优化;减少量化模型的 `1.乱吐字`、`2.无限循环`、`3.长文能力丢失`等情况。
### 【更新日志】
```
2024-06-13
首次commit
```
### 【介绍】
<i>注意:非官方模型</i>
Qwen2-14B-merge is a merge of the following models using [mergekit](https://github.com/cg123/mergekit):
```yaml
dtype: float16
merge_method: passthrough
slices:
- sources:
- layer_range: [0, 6]
model: Qwen/Qwen2-7B-Instruct
- sources:
- layer_range: [3, 9]
model: Qwen/Qwen2-7B-Instruct
- sources:
- layer_range: [6, 12]
model: Qwen/Qwen2-7B-Instruct
- sources:
- layer_range: [9, 15]
model: Qwen/Qwen2-7B-Instruct
- sources:
- layer_range: [12, 18]
model: Qwen/Qwen2-7B-Instruct
- sources:
- layer_range: [15, 21]
model: Qwen/Qwen2-7B-Instruct
- sources:
- layer_range: [18, 24]
model: Qwen/Qwen2-7B-Instruct
- sources:
- layer_range: [21, 28]
model: Qwen/Qwen2-7B-Instruct
```
[更多详情...](https://huggingface.co/paperplanedeemo/Qwen2-14B-merge)
### 【同期量化修复模型】
待工作完成后补充...
### 【模型下载】
```python
from modelscope import snapshot_download
model_dir = snapshot_download('tclf90/模型名', cache_dir="本地路径")
```
### 【[vLLM](https://github.com/vllm-project/vllm)推理(目前仅限Linux)】
#### 1. Python 简易调试
待工作完成后补充...
#### 2. 类ChatGPT RESTFul API Server
```
>>> python -m vllm.entrypoints.openai.api_server --model 本地路径/tclf90/模型名称
```

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{
"_name_or_path": "tclf90/Qwen2-14B-merge-GPTQ-Int8",
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"use_cache": true,
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"vocab_size": 152064
}

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{
"framework": "Pytorch",
"task": "text-generation"
}

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