| language: | |
| - en | |
| license: other | |
| library_name: transformers | |
| tags: | |
| - causal-lm | |
| - code | |
| - llama-cpp | |
| - gguf-my-repo | |
| metrics: | |
| - code_eval | |
| model-index: | |
| - name: stabilityai/stable-code-instruct-3b | |
| results: | |
| - task: | |
| type: text-generation | |
| dataset: | |
| name: MultiPL-HumanEval (Python) | |
| type: nuprl/MultiPL-E | |
| metrics: | |
| - type: pass@1 | |
| value: 32.4 | |
| name: pass@1 | |
| verified: false | |
| - type: pass@1 | |
| value: 30.9 | |
| name: pass@1 | |
| verified: false | |
| - type: pass@1 | |
| value: 32.1 | |
| name: pass@1 | |
| verified: false | |
| - type: pass@1 | |
| value: 32.1 | |
| name: pass@1 | |
| verified: false | |
| - type: pass@1 | |
| value: 24.2 | |
| name: pass@1 | |
| verified: false | |
| - type: pass@1 | |
| value: 23.0 | |
| name: pass@1 | |
| verified: false | |
| # DavidAU/stable-code-instruct-3b-Q6_K-GGUF | |
| This model was converted to GGUF format from [`stabilityai/stable-code-instruct-3b`](https://huggingface.co/stabilityai/stable-code-instruct-3b) 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/stabilityai/stable-code-instruct-3b) for more details on the model. | |
| ## Use with llama.cpp | |
| Install llama.cpp through brew. | |
| ```bash | |
| brew install ggerganov/ggerganov/llama.cpp | |
| ``` | |
| Invoke the llama.cpp server or the CLI. | |
| CLI: | |
| ```bash | |
| llama-cli --hf-repo DavidAU/stable-code-instruct-3b-Q6_K-GGUF --model stable-code-instruct-3b.Q6_K.gguf -p "The meaning to life and the universe is" | |
| ``` | |
| Server: | |
| ```bash | |
| llama-server --hf-repo DavidAU/stable-code-instruct-3b-Q6_K-GGUF --model stable-code-instruct-3b.Q6_K.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. | |
| ``` | |
| git clone https://github.com/ggerganov/llama.cpp && cd llama.cpp && make && ./main -m stable-code-instruct-3b.Q6_K.gguf -n 128 | |
| ``` | |