Llama-3-Chinese-8B-Instruct-v3-GGUF
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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.
Note: this is an instruction (chat) model, which can be used 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
Note: Unless constrained by memory, we suggest using Q8_0 or Q6_K for better performance.
| Quant | Size | PPL |
|---|---|---|
| Q2_K | 2.96 GB | 10.0534 +/- 0.13135 |
| Q3_K | 3.74 GB | 6.3295 +/- 0.07816 |
| Q4_0 | 4.34 GB | 6.3200 +/- 0.07893 |
| Q4_K | 4.58 GB | 6.0042 +/- 0.07431 |
| Q5_0 | 5.21 GB | 6.0437 +/- 0.07526 |
| Q5_K | 5.34 GB | 5.9484 +/- 0.07399 |
| Q6_K | 6.14 GB | 5.9469 +/- 0.07404 |
| Q8_0 | 7.95 GB | 5.8933 +/- 0.07305 |
| F16 | 14.97 GB | 5.8902 +/- 0.07303 |
Others
- For full model, please see: https://huggingface.co/hfl/llama-3-chinese-8b-instruct-v3
- If you have questions/issues regarding this model, please submit an issue through https://github.com/ymcui/Chinese-LLaMA-Alpaca-3