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5
.gitattributes
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5
.gitattributes
vendored
@@ -36,3 +36,8 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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ggml-model-q8_0.gguf filter=lfs diff=lfs merge=lfs -text
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ggml-model-q2_k.gguf filter=lfs diff=lfs merge=lfs -text
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ggml-model-q3_k.gguf filter=lfs diff=lfs merge=lfs -text
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ggml-model-q4_0.gguf filter=lfs diff=lfs merge=lfs -text
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ggml-model-q4_k.gguf filter=lfs diff=lfs merge=lfs -text
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ggml-model-q5_0.gguf filter=lfs diff=lfs merge=lfs -text
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ggml-model-q5_k.gguf filter=lfs diff=lfs merge=lfs -text
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ggml-model-q6_k.gguf filter=lfs diff=lfs merge=lfs -text
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98
README.md
98
README.md
@@ -2,8 +2,13 @@
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frameworks:
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- other
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license: Apache License 2.0
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tasks:
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- text-generation
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model-type:
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- llama
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language:
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- zh
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- en
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tools:
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- llamacpp
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#model-type:
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##如 gpt、phi、llama、chatglm、baichuan 等
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@@ -29,23 +34,76 @@ tasks:
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##如 vllm、fastchat、llamacpp、AdaSeq 等
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#- vllm
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---
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### 当前模型的贡献者未提供更加详细的模型介绍。模型文件和权重,可浏览“模型文件”页面获取。
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#### 您可以通过如下git clone命令,或者ModelScope SDK来下载模型
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SDK下载
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```bash
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#安装ModelScope
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pip install modelscope
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```
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```python
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#SDK模型下载
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from modelscope import snapshot_download
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model_dir = snapshot_download('ChineseAlpacaGroup/llama-3-chinese-8b-instruct-v3-gguf')
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```
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Git下载
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```
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#Git模型下载
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git clone https://www.modelscope.cn/ChineseAlpacaGroup/llama-3-chinese-8b-instruct-v3-gguf.git
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```
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---
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license: apache-2.0
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language:
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- zh
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- en
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---
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<p style="color: lightgrey;">如果您是本模型的贡献者,我们邀请您根据<a href="https://modelscope.cn/docs/ModelScope%E6%A8%A1%E5%9E%8B%E6%8E%A5%E5%85%A5%E6%B5%81%E7%A8%8B%E6%A6%82%E8%A7%88" style="color: lightgrey; text-decoration: underline;">模型贡献文档</a>,及时完善模型卡片内容。</p>
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# Llama-3-Chinese-8B-Instruct-v3-GGUF
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<p align="center">
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<a href="https://github.com/ymcui/Chinese-LLaMA-Alpaca-3"><img src="https://ymcui.com/images/chinese-llama-alpaca-3-banner.png" width="600"/></a>
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</p>
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这个仓库包含了**Llama-3-Chinese-8B-Instruct-v3-GGUF**(兼容llama.cpp/ollama等),是[Llama-3-Chinese-8B-Instruct-v3](https://modelscope.cn/models/ChineseAlpacaGroup/llama-3-chinese-8b-instruct-v3)模型的量化版本。
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**注意:这是一个指令模型,可以直接适用于对话、问答等任务。**
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更多细节(性能、使用方法等)请参考GitHub项目页面:https://github.com/ymcui/Chinese-LLaMA-Alpaca-3
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## 量化性能
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评测指标:PPL,**越低越好**
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| Quant | Size | PPL |
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| :---: | -------: | ------------------: |
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| Q2_K | 2.96 GB | 10.0534 +/- 0.13135 |
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| Q3_K | 3.74 GB | 6.3295 +/- 0.07816 |
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| Q4_0 | 4.34 GB | 6.3200 +/- 0.07893 |
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| Q4_K | 4.58 GB | 6.0042 +/- 0.07431 |
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| Q5_0 | 5.21 GB | 6.0437 +/- 0.07526 |
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| Q5_K | 5.34 GB | 5.9484 +/- 0.07399 |
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| Q6_K | 6.14 GB | 5.9469 +/- 0.07404 |
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| Q8_0 | 7.95 GB | 5.8933 +/- 0.07305 |
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| F16 | 14.97 GB | 5.8902 +/- 0.07303 |
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## 其他
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- 完整模型:https://modelscope.cn/models/ChineseAlpacaGroup/llama-3-chinese-8b-instruct-v3
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- 关于本模型的提问,请通过 https://github.com/ymcui/Chinese-LLaMA-Alpaca-3 提交issue
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----
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This repository contains **Llama-3-Chinese-8B-Instruct-v3-GGUF** (llama.cpp/ollama/tgw, etc. compatible), which is the quantized version of [Llama-3-Chinese-8B-Instruct-v3](https://huggingface.co/hfl/llama-3-chinese-8b-instruct-v3).
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**Note: this is an instruction (chat) model, which can be used for conversation, QA, etc.**
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Further details (performance, usage, etc.) should refer to GitHub project page: https://github.com/ymcui/Chinese-LLaMA-Alpaca-3
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## Performance
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Metric: PPL, lower is better
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| Quant | Size | PPL |
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| :---: | -------: | ------------------: |
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| Q2_K | 2.96 GB | 10.0534 +/- 0.13135 |
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||||
| Q3_K | 3.74 GB | 6.3295 +/- 0.07816 |
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| Q4_0 | 4.34 GB | 6.3200 +/- 0.07893 |
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| Q4_K | 4.58 GB | 6.0042 +/- 0.07431 |
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| Q5_0 | 5.21 GB | 6.0437 +/- 0.07526 |
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| Q5_K | 5.34 GB | 5.9484 +/- 0.07399 |
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| Q6_K | 6.14 GB | 5.9469 +/- 0.07404 |
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| Q8_0 | 7.95 GB | 5.8933 +/- 0.07305 |
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| F16 | 14.97 GB | 5.8902 +/- 0.07303 |
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## Others
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- For full model, please see: https://huggingface.co/hfl/llama-3-chinese-8b-instruct-v3
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- If you have questions/issues regarding this model, please submit an issue through https://github.com/ymcui/Chinese-LLaMA-Alpaca-3
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@@ -1,3 +1,3 @@
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3
ggml-model-q4_0.gguf
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3
ggml-model-q4_0.gguf
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ggml-model-q6_k.gguf
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