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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'
- Downloads last month
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Model tree for tensorblock/stablecode-completion-alpha-3b-4k-GGUF
Dataset used to train tensorblock/stablecode-completion-alpha-3b-4k-GGUF
Evaluation results
- pass@1 on HumanEvalself-reported0.177
- pass@10 on HumanEvalself-reported0.270