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stablecode-completion-alpha-3b-4k-GGUF

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metadata
datasets:
  - bigcode/starcoderdata
language:
  - code
tags:
  - causal-lm
  - TensorBlock
  - GGUF
license: apache-2.0
base_model: stabilityai/stablecode-completion-alpha-3b-4k
model-index:
  - name: stabilityai/stablecode-completion-alpha-3b-4k
    results:
      - task:
          type: text-generation
        dataset:
          name: HumanEval
          type: openai_humaneval
        metrics:
          - type: pass@1
            value: 0.1768
            name: pass@1
            verified: false
          - type: pass@10
            value: 0.2701
            name: pass@10
            verified: false
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stabilityai/stablecode-completion-alpha-3b-4k - GGUF

This repo contains GGUF format model files for stabilityai/stablecode-completion-alpha-3b-4k.

The files were quantized using machines provided by TensorBlock, and they are compatible with llama.cpp as of commit b4011.

Prompt template

Model file specification

Filename Quant type File Size Description
stablecode-completion-alpha-3b-4k-Q2_K.gguf Q2_K 1.008 GB smallest, significant quality loss - not recommended for most purposes
stablecode-completion-alpha-3b-4k-Q3_K_S.gguf Q3_K_S 1.159 GB very small, high quality loss
stablecode-completion-alpha-3b-4k-Q3_K_M.gguf Q3_K_M 1.373 GB very small, high quality loss
stablecode-completion-alpha-3b-4k-Q3_K_L.gguf Q3_K_L 1.489 GB small, substantial quality loss
stablecode-completion-alpha-3b-4k-Q4_0.gguf Q4_0 1.486 GB legacy; small, very high quality loss - prefer using Q3_K_M
stablecode-completion-alpha-3b-4k-Q4_K_S.gguf Q4_K_S 1.498 GB small, greater quality loss
stablecode-completion-alpha-3b-4k-Q4_K_M.gguf Q4_K_M 1.660 GB medium, balanced quality - recommended
stablecode-completion-alpha-3b-4k-Q5_0.gguf Q5_0 1.794 GB legacy; medium, balanced quality - prefer using Q4_K_M
stablecode-completion-alpha-3b-4k-Q5_K_S.gguf Q5_K_S 1.794 GB large, low quality loss - recommended
stablecode-completion-alpha-3b-4k-Q5_K_M.gguf Q5_K_M 1.923 GB large, very low quality loss - recommended
stablecode-completion-alpha-3b-4k-Q6_K.gguf Q6_K 2.120 GB very large, extremely low quality loss
stablecode-completion-alpha-3b-4k-Q8_0.gguf Q8_0 2.745 GB very large, extremely low quality loss - not recommended

Downloading instruction

Command line

Firstly, install Huggingface Client

pip install -U "huggingface_hub[cli]"

Then, downoad the individual model file the a local directory

huggingface-cli download tensorblock/stablecode-completion-alpha-3b-4k-GGUF --include "stablecode-completion-alpha-3b-4k-Q2_K.gguf" --local-dir MY_LOCAL_DIR

If you wanna download multiple model files with a pattern (e.g., *Q4_K*gguf), you can try:

huggingface-cli download tensorblock/stablecode-completion-alpha-3b-4k-GGUF --local-dir MY_LOCAL_DIR --local-dir-use-symlinks False --include='*Q4_K*gguf'