metadata

base_model: bigcode/starcoderbase-1b
datasets:
  - bigcode/the-stack-dedup
library_name: transformers
license: bigcode-openrail-m
metrics:
  - code_eval
pipeline_tag: text-generation
tags:
  - code
  - llama-cpp
  - gguf-my-repo
inference: true
widget:
  - text: 'def print_hello_world():'
    example_title: Hello world
    group: Python
extra_gated_prompt: >-
  ## Model License Agreement

  Please read the BigCode [OpenRAIL-M
  license](https://huggingface.co/spaces/bigcode/bigcode-model-license-agreement)
  agreement before accepting it.
    
extra_gated_fields:
  I accept the above license agreement, and will use the Model complying with the set of use restrictions and sharing requirements: checkbox
duplicated_from: bigcode-data/starcoderbase-1b
model-index:
  - name: StarCoderBase-1B
    results:
      - task:
          type: text-generation
        dataset:
          name: HumanEval
          type: openai_humaneval
        metrics:
          - type: pass@1
            value: 15.17
            name: pass@1
            verified: false
      - task:
          type: text-generation
        dataset:
          name: MultiPL-HumanEval (C++)
          type: nuprl/MultiPL-E
        metrics:
          - type: pass@1
            value: 11.68
            name: pass@1
            verified: false
          - type: pass@1
            value: 14.2
            name: pass@1
            verified: false
          - type: pass@1
            value: 13.38
            name: pass@1
            verified: false
          - type: pass@1
            value: 9.94
            name: pass@1
            verified: false
          - type: pass@1
            value: 12.52
            name: pass@1
            verified: false
          - type: pass@1
            value: 10.24
            name: pass@1
            verified: false
          - type: pass@1
            value: 3.92
            name: pass@1
            verified: false
          - type: pass@1
            value: 11.31
            name: pass@1
            verified: false
          - type: pass@1
            value: 5.37
            name: pass@1
            verified: false

wsxiaoys/starcoderbase-1b-Q2_K-GGUF

This model was converted to GGUF format from bigcode/starcoderbase-1b 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 (works on Mac and Linux)

brew install llama.cpp

Invoke the llama.cpp server or the CLI.

CLI:

llama-cli --hf-repo wsxiaoys/starcoderbase-1b-Q2_K-GGUF --hf-file starcoderbase-1b-q2_k.gguf -p "The meaning to life and the universe is"

Server:

llama-server --hf-repo wsxiaoys/starcoderbase-1b-Q2_K-GGUF --hf-file starcoderbase-1b-q2_k.gguf -c 2048

Note: You can also use this checkpoint directly through the usage steps 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 wsxiaoys/starcoderbase-1b-Q2_K-GGUF --hf-file starcoderbase-1b-q2_k.gguf -p "The meaning to life and the universe is"

./llama-server --hf-repo wsxiaoys/starcoderbase-1b-Q2_K-GGUF --hf-file starcoderbase-1b-q2_k.gguf -c 2048