| | --- |
| | library_name: sentence-transformers |
| | pipeline_tag: sentence-similarity |
| | tags: |
| | - sentence-transformers |
| | - sentence-similarity |
| | - feature-extraction |
| | - llama-cpp |
| | - gguf-my-repo |
| | license: apache-2.0 |
| | datasets: |
| | - nomic-ai/cornstack-python-v1 |
| | - nomic-ai/cornstack-javascript-v1 |
| | - nomic-ai/cornstack-java-v1 |
| | - nomic-ai/cornstack-go-v1 |
| | - nomic-ai/cornstack-php-v1 |
| | - nomic-ai/cornstack-ruby-v1 |
| | base_model: nomic-ai/nomic-embed-code |
| | --- |
| | |
| | # ExpedientFalcon/nomic-embed-code-Q5_K_M-GGUF |
| | This model was converted to GGUF format from [`nomic-ai/nomic-embed-code`](https://huggingface.co/nomic-ai/nomic-embed-code) 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/nomic-ai/nomic-embed-code) 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 ExpedientFalcon/nomic-embed-code-Q5_K_M-GGUF --hf-file nomic-embed-code-q5_k_m.gguf -p "The meaning to life and the universe is" |
| | ``` |
| |
|
| | ### Server: |
| | ```bash |
| | llama-server --hf-repo ExpedientFalcon/nomic-embed-code-Q5_K_M-GGUF --hf-file nomic-embed-code-q5_k_m.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 ExpedientFalcon/nomic-embed-code-Q5_K_M-GGUF --hf-file nomic-embed-code-q5_k_m.gguf -p "The meaning to life and the universe is" |
| | ``` |
| | or |
| | ``` |
| | ./llama-server --hf-repo ExpedientFalcon/nomic-embed-code-Q5_K_M-GGUF --hf-file nomic-embed-code-q5_k_m.gguf -c 2048 |
| | ``` |
| | |
