Llama-3-Chinese-8B-GGUF
提醒: GGUF文件已重新生成，由于llama.cpp仍然有可能对其作出修改，因此建议保留HF版模型。
这个仓库包含了Llama-3-Chinese-8B-GGUF（兼容llama.cpp/ollama等），是Llama-3-Chinese-8B模型的量化版本。
注意：这是一个基座模型，不适用于对话、问答等任务。
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
量化性能
评测指标：PPL，越低越好
| Quant | Size | PPL (old model) | ?? PPL (new model) |
|---|---|---|---|
| Q2_K | 2.96 GB | 17.7212 +/- 0.59814 | 11.8595 +/- 0.20061 |
| Q3_K | 3.74 GB | 8.6303 +/- 0.28481 | 5.7559 +/- 0.09152 |
| Q4_0 | 4.34 GB | 8.2513 +/- 0.27102 | 5.5495 +/- 0.08832 |
| Q4_K | 4.58 GB | 7.8897 +/- 0.25830 | 5.3126 +/- 0.08500 |
| Q5_0 | 5.21 GB | 7.7975 +/- 0.25639 | 5.2222 +/- 0.08317 |
| Q5_K | 5.34 GB | 7.7062 +/- 0.25218 | 5.1813 +/- 0.08264 |
| Q6_K | 6.14 GB | 7.6600 +/- 0.25043 | 5.1481 +/- 0.08205 |
| Q8_0 | 7.95 GB | 7.6512 +/- 0.25064 | 5.1350 +/- 0.08190 |
| F16 | 14.97 GB | 7.6389 +/- 0.25001 | 5.1302 +/- 0.08184 |
其他
完整模型：https://modelscope.cn/models/ChineseAlpacaGroup/llama-3-chinese-8b
LoRA模型：https://modelscope.cn/models/ChineseAlpacaGroup/llama-3-chinese-8b-lora
关于本模型的提问，请通过 https://github.com/ymcui/Chinese-LLaMA-Alpaca-3 提交issue
This repository contains Llama-3-Chinese-8B-GGUF (llama.cpp/ollama/tgw, etc. compatible), which is the quantized version of Llama-3-Chinese-8B.
Note: this is a foundation model, which is not suitable for conversation, QA, etc.
Further details (performance, usage, etc.) should refer to GitHub project page: https://github.com/ymcui/Chinese-LLaMA-Alpaca-3
Performance
Metric: PPL, lower is better
The model name with -im suffix is generated with important matrix, which has generally better performance.
| Quant | Size | PPL (old model) | ?? PPL (new model) |
|---|---|---|---|
| Q2_K | 2.96 GB | 17.7212 +/- 0.59814 | 11.8595 +/- 0.20061 |
| Q3_K | 3.74 GB | 8.6303 +/- 0.28481 | 5.7559 +/- 0.09152 |
| Q4_0 | 4.34 GB | 8.2513 +/- 0.27102 | 5.5495 +/- 0.08832 |
| Q4_K | 4.58 GB | 7.8897 +/- 0.25830 | 5.3126 +/- 0.08500 |
| Q5_0 | 5.21 GB | 7.7975 +/- 0.25639 | 5.2222 +/- 0.08317 |
| Q5_K | 5.34 GB | 7.7062 +/- 0.25218 | 5.1813 +/- 0.08264 |
| Q6_K | 6.14 GB | 7.6600 +/- 0.25043 | 5.1481 +/- 0.08205 |
| Q8_0 | 7.95 GB | 7.6512 +/- 0.25064 | 5.1350 +/- 0.08190 |
| F16 | 14.97 GB | 7.6389 +/- 0.25001 | 5.1302 +/- 0.08184 |
Others
For full model, please see: https://modelscope.cn/models/ChineseAlpacaGroup/llama-3-chinese-8b
For LoRA-only model, please see: https://modelscope.cn/models/ChineseAlpacaGroup/llama-3-chinese-8b-lora
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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