hfl/chinese-alpaca-2-7b-gguf

🤗 Hugging Face sourceapache-2.07B activated72 GBGGUF✓ 14 checksumsupdated today
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Chinese-Alpaca-2-7B-GGUF

This repository contains the GGUF-v3 models (llama.cpp compatible) for Chinese-Alpaca-2-7B.

Performance

Metric: PPL, lower is better

Quant original imatrix (-im)
Q2_K 10.3705 +/- 0.14109 11.7442 +/- 0.16034
Q3_K 8.8478 +/- 0.12085 8.7104 +/- 0.11925
Q4_0 8.6418 +/- 0.11876 -
Q4_K 8.3294 +/- 0.11396 8.3034 +/- 0.11391
Q5_0 8.3320 +/- 0.11411 -
Q5_K 8.2361 +/- 0.11298 8.2136 +/- 0.11281
Q6_K 8.1956 +/- 0.11259 8.1852 +/- 0.11246
Q8_0 8.1784 +/- 0.11232 -
F16 8.1799 +/- 0.11243 -

The model with -im suffix is generated with important matrix, which has generally better performance (not always though).

Others

For Hugging Face version, please see: https://huggingface.co/hfl/chinese-alpaca-2-7b

Please refer to https://github.com/ymcui/Chinese-LLaMA-Alpaca-2/ for more details.