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granite-20b-code-base-Q3_K_M-GGUF

Text Generation
Transformers
GGUF
code
granite
llama-cpp
gguf-my-repo
Eval Results
Inference Endpoints
Model card Files Community
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metadata
license: apache-2.0
library_name: transformers
tags:
  - code
  - granite
  - llama-cpp
  - gguf-my-repo
datasets:
  - codeparrot/github-code-clean
  - bigcode/starcoderdata
  - open-web-math/open-web-math
  - math-ai/StackMathQA
metrics:
  - code_eval
pipeline_tag: text-generation
inference: true
model-index:
  - name: granite-20b-code-base
    results:
      - task:
          type: text-generation
        dataset:
          name: MBPP
          type: mbpp
        metrics:
          - type: pass@1
            value: 43.8
            name: pass@1
      - task:
          type: text-generation
        dataset:
          name: MBPP+
          type: evalplus/mbppplus
        metrics:
          - type: pass@1
            value: 51.6
            name: pass@1
      - task:
          type: text-generation
        dataset:
          name: HumanEvalSynthesis(Python)
          type: bigcode/humanevalpack
        metrics:
          - type: pass@1
            value: 48.2
            name: pass@1
          - type: pass@1
            value: 50
            name: pass@1
          - type: pass@1
            value: 59.1
            name: pass@1
          - type: pass@1
            value: 32.3
            name: pass@1
          - type: pass@1
            value: 40.9
            name: pass@1
          - type: pass@1
            value: 35.4
            name: pass@1
          - type: pass@1
            value: 17.1
            name: pass@1
          - type: pass@1
            value: 18.3
            name: pass@1
          - type: pass@1
            value: 23.2
            name: pass@1
          - type: pass@1
            value: 10.4
            name: pass@1
          - type: pass@1
            value: 25.6
            name: pass@1
          - type: pass@1
            value: 18.3
            name: pass@1
          - type: pass@1
            value: 23.2
            name: pass@1
          - type: pass@1
            value: 23.8
            name: pass@1
          - type: pass@1
            value: 14.6
            name: pass@1
          - type: pass@1
            value: 26.2
            name: pass@1
          - type: pass@1
            value: 15.2
            name: pass@1
          - type: pass@1
            value: 3
            name: pass@1

cobrakenji/granite-20b-code-base-Q3_K_M-GGUF

This model was converted to GGUF format from ibm-granite/granite-20b-code-base 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 cobrakenji/granite-20b-code-base-Q3_K_M-GGUF --model granite-20b-code-base.Q3_K_M.gguf -p "The meaning to life and the universe is"

Server:

llama-server --hf-repo cobrakenji/granite-20b-code-base-Q3_K_M-GGUF --model granite-20b-code-base.Q3_K_M.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 granite-20b-code-base.Q3_K_M.gguf -n 128