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type: manhattan_f1 value: 57.1936 - type: manhattan_f1_threshold value: 898.9445 - type: manhattan_precision value: 51.91480000000001 - type: manhattan_recall value: 63.6675 - type: manhattan_ap value: 59.9255 - type: euclidean_accuracy value: 82.04090000000001 - type: euclidean_accuracy_threshold value: 51.7403 - type: euclidean_f1 value: 57.258399999999995 - type: euclidean_f1_threshold value: 58.440999999999995 - type: euclidean_precision value: 52.1456 - type: euclidean_recall value: 63.4828 - type: euclidean_ap value: 60.0317 - type: dot_accuracy value: 82.04090000000001 - type: dot_accuracy_threshold value: 86.6147 - type: dot_f1 value: 57.258399999999995 - type: dot_f1_threshold value: 82.9233 - type: dot_precision value: 52.1456 - type: dot_recall value: 63.4828 - type: dot_ap value: 60.0317 - type: max_accuracy value: 82.04090000000001 - type: max_f1 value: 57.258399999999995 - type: max_precision value: 52.1456 - type: max_recall value: 63.6675 - type: max_ap value: 60.0317 - type: main_score value: 60.0317 - task: type: PairClassification dataset: name: MTEB TwitterURLCorpus (default) type: mteb/twitterurlcorpus-pairclassification config: default split: test revision: 8b6510b0b1fa4e4c4f879467980e9be563ec1cdf metrics: - type: similarity_accuracy value: 87.3035 - type: similarity_accuracy_threshold value: 85.4123 - type: similarity_f1 value: 74.5555 - type: similarity_f1_threshold value: 83.7581 - type: similarity_precision value: 72.55369999999999 - type: similarity_recall value: 76.6708 - type: similarity_ap value: 82.42930000000001 - type: cosine_accuracy value: 87.3035 - type: cosine_accuracy_threshold value: 85.4123 - type: cosine_f1 value: 74.5555 - type: cosine_f1_threshold value: 83.7581 - type: cosine_precision value: 72.55369999999999 - type: cosine_recall value: 76.6708 - type: cosine_ap value: 82.42930000000001 - type: manhattan_accuracy value: 87.3249 - type: manhattan_accuracy_threshold value: 831.9304999999999 - type: manhattan_f1 value: 74.8665 - type: manhattan_f1_threshold value: 893.9980999999999 - type: manhattan_precision value: 70.8502 - type: manhattan_recall value: 79.3656 - type: manhattan_ap value: 82.5792 - type: euclidean_accuracy value: 87.3035 - type: euclidean_accuracy_threshold value: 54.014300000000006 - type: euclidean_f1 value: 74.5555 - type: euclidean_f1_threshold value: 56.9946 - type: euclidean_precision value: 72.55369999999999 - type: euclidean_recall value: 76.6708 - type: euclidean_ap value: 82.42920000000001 - type: dot_accuracy value: 87.3035 - type: dot_accuracy_threshold value: 85.4123 - type: dot_f1 value: 74.5555 - type: dot_f1_threshold value: 83.7581 - type: dot_precision value: 72.55369999999999 - type: dot_recall value: 76.6708 - type: dot_ap value: 82.42920000000001 - type: max_accuracy value: 87.3249 - type: max_f1 value: 74.8665 - type: max_precision value: 72.55369999999999 - type: max_recall value: 79.3656 - type: max_ap value: 82.5792 - type: main_score value: 82.5792 --- # danbev/granite-embedding-30m-english-Q8_0-GGUF This model was converted to GGUF format from [`ibm-granite/granite-embedding-30m-english`](https://huggingface.co/ibm-granite/granite-embedding-30m-english) using llama.cpp via the ggml.ai's [GGUF-my-repo](https://huggingface.co/spaces/ggml-org/gguf-my-repo) space. Refer to the [original model card](https://huggingface.co/ibm-granite/granite-embedding-30m-english) for more details on the model. ## Use with llama.cpp Install llama.cpp through brew (works on Mac and Linux) ```bash brew install llama.cpp ``` Invoke the llama.cpp server or the CLI. ### CLI: ```bash llama-cli --hf-repo danbev/granite-embedding-30m-english-Q8_0-GGUF --hf-file granite-embedding-30m-english-q8_0.gguf -p "The meaning to life and the universe is" ``` ### Server: ```bash llama-server --hf-repo danbev/granite-embedding-30m-english-Q8_0-GGUF --hf-file granite-embedding-30m-english-q8_0.gguf -c 2048 ``` Note: You can also use this checkpoint directly through the [usage steps](https://github.com/ggerganov/llama.cpp?tab=readme-ov-file#usage) 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 danbev/granite-embedding-30m-english-Q8_0-GGUF --hf-file granite-embedding-30m-english-q8_0.gguf -p "The meaning to life and the universe is" ``` or ``` ./llama-server --hf-repo danbev/granite-embedding-30m-english-Q8_0-GGUF --hf-file granite-embedding-30m-english-q8_0.gguf -c 2048 ```