README.md

---
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
```