许可证: cc-by-4.0
基础模型: hiieu/halong_embedding
语言: ["vi"]
库名称: sentence-transformers
任务标签: sentence-similarity
推理: false

GGUF格式的hiieu/halong_embedding模型

原始地址: https://huggingface.co/hiieu/halong_embedding

量化步骤:

REL=b3827  # 可更改为后续版本  
wget https://github.com/ggerganov/llama.cpp/releases/download/$REL/llama-$REL-bin-ubuntu-x64.zip --content-disposition --continue &> /dev/null  
wget https://github.com/ggerganov/llama.cpp/archive/refs/tags/$REL.zip                           --content-disposition --continue &> /dev/null  
unzip -q llama-$REL-bin-ubuntu-x64.zip  
unzip -q llama.cpp-$REL.zip  
mv llama.cpp-$REL/* .  
rm -r llama.cpp-$REL/ llama-$REL-bin-ubuntu-x64.zip llama.cpp-$REL.zip  
pip install -q -r requirements.txt  

rm -rf models/tmp/  
git clone --depth=1 --single-branch https://huggingface.co/hiieu/halong_embedding models/tmp  
huggingface-cli download intfloat/multilingual-e5-base sentencepiece.bpe.model --local-dir models/tmp  
python convert_hf_to_gguf.py models/tmp/ --outfile model-f32.gguf --outtype f32  

build/bin/llama-quantize model-f32.gguf model-f16.gguf    f16    2> /dev/null  
build/bin/llama-quantize model-f32.gguf model-bf16.gguf   bf16   2> /dev/null  
build/bin/llama-quantize model-f32.gguf model-q8_0.gguf   q8_0   2> /dev/null  
build/bin/llama-quantize model-f32.gguf model-q6_k.gguf   q6_k   2> /dev/null  
build/bin/llama-quantize model-f32.gguf model-q5_k_m.gguf q5_k_m 2> /dev/null  
build/bin/llama-quantize model-f32.gguf model-q5_k_s.gguf q5_k_s 2> /dev/null  
build/bin/llama-quantize model-f32.gguf model-q4_k_m.gguf q4_k_m 2> /dev/null  
build/bin/llama-quantize model-f32.gguf model-q4_k_s.gguf q4_k_s 2> /dev/null  

rm -rf models/yolo/  
mkdir -p models/yolo  
mv model-*.gguf models/yolo/  
touch models/yolo/README.md  
huggingface-cli upload halong-embedding-gguf models/yolo .  

使用方法:

build/bin/llama-embedding -m model-q5_k_m.gguf -p "她整天说说笑笑" --embd-output-format array 2> /dev/null  
# 或  
build/bin/llama-server --embedding -c 512 -m model-q5_k_m.gguf