README.md

metadata

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
            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 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.

brew install ggerganov/ggerganov/llama.cpp

Invoke the llama.cpp server or the CLI.

CLI:

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:

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 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