EnverLee/bge-m3-korean-Q4_K_M-GGUF
This model was converted to GGUF format from upskyy/bge-m3-korean
using llama.cpp via the ggml.ai's GGUF-my-repo space.
Refer to the original model card for more details on the model.
Use with llama.cpp
Install llama.cpp through brew (works on Mac and Linux)
brew install llama.cpp
Invoke the llama.cpp server or the CLI.
CLI:
llama-cli --hf-repo EnverLee/bge-m3-korean-Q4_K_M-GGUF --hf-file bge-m3-korean-q4_k_m.gguf -p "The meaning to life and the universe is"
Server:
llama-server --hf-repo EnverLee/bge-m3-korean-Q4_K_M-GGUF --hf-file bge-m3-korean-q4_k_m.gguf -c 2048
Note: You can also use this checkpoint directly through the usage steps listed in the Llama.cpp repo as well.
Step 1: Clone llama.cpp from GitHub.
git clone https://github.com/ggerganov/llama.cpp
Step 2: Move into the llama.cpp folder and build it with LLAMA_CURL=1
flag along with other hardware-specific flags (for ex: LLAMA_CUDA=1 for Nvidia GPUs on Linux).
cd llama.cpp && LLAMA_CURL=1 make
Step 3: Run inference through the main binary.
./llama-cli --hf-repo EnverLee/bge-m3-korean-Q4_K_M-GGUF --hf-file bge-m3-korean-q4_k_m.gguf -p "The meaning to life and the universe is"
or
./llama-server --hf-repo EnverLee/bge-m3-korean-Q4_K_M-GGUF --hf-file bge-m3-korean-q4_k_m.gguf -c 2048
- Downloads last month
- 45
This model does not have enough activity to be deployed to Inference API (serverless) yet. Increase its social
visibility and check back later, or deploy to Inference Endpoints (dedicated)
instead.
Model tree for EnverLee/bge-m3-korean-Q4_K_M-GGUF
Evaluation results
- Pearson Cosine on sts devself-reported0.874
- Spearman Cosine on sts devself-reported0.872
- Pearson Manhattan on sts devself-reported0.859
- Spearman Manhattan on sts devself-reported0.869
- Pearson Euclidean on sts devself-reported0.860
- Spearman Euclidean on sts devself-reported0.869
- Pearson Dot on sts devself-reported0.868
- Spearman Dot on sts devself-reported0.867
- Pearson Max on sts devself-reported0.874
- Spearman Max on sts devself-reported0.872