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defog/sqlcoder-70b-alpha - GGUF
This repo contains GGUF format model files for defog/sqlcoder-70b-alpha.
The files were quantized using machines provided by TensorBlock, and they are compatible with llama.cpp as of commit b4242.
Prompt template
Model file specification
| Filename | Quant type | File Size | Description |
|---|---|---|---|
| sqlcoder-70b-alpha-Q2_K.gguf | Q2_K | 25.463 GB | smallest, significant quality loss - not recommended for most purposes |
| sqlcoder-70b-alpha-Q3_K_S.gguf | Q3_K_S | 29.919 GB | very small, high quality loss |
| sqlcoder-70b-alpha-Q3_K_M.gguf | Q3_K_M | 33.275 GB | very small, high quality loss |
| sqlcoder-70b-alpha-Q3_K_L.gguf | Q3_K_L | 36.148 GB | small, substantial quality loss |
| sqlcoder-70b-alpha-Q4_0.gguf | Q4_0 | 38.872 GB | legacy; small, very high quality loss - prefer using Q3_K_M |
| sqlcoder-70b-alpha-Q4_K_S.gguf | Q4_K_S | 39.250 GB | small, greater quality loss |
| sqlcoder-70b-alpha-Q4_K_M.gguf | Q4_K_M | 41.423 GB | medium, balanced quality - recommended |
| sqlcoder-70b-alpha-Q5_0.gguf | Q5_0 | 47.462 GB | legacy; medium, balanced quality - prefer using Q4_K_M |
| sqlcoder-70b-alpha-Q5_K_S.gguf | Q5_K_S | 47.462 GB | large, low quality loss - recommended |
| sqlcoder-70b-alpha-Q5_K_M.gguf | Q5_K_M | 48.754 GB | large, very low quality loss - recommended |
| sqlcoder-70b-alpha-Q8_0 | Q6_K | 73.293 GB | very large, extremely low quality loss |
| sqlcoder-70b-alpha-Q6_K | Q8_0 | 56.588 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/sqlcoder-70b-alpha-GGUF --include "sqlcoder-70b-alpha-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/sqlcoder-70b-alpha-GGUF --local-dir MY_LOCAL_DIR --local-dir-use-symlinks False --include='*Q4_K*gguf'
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Model tree for tensorblock/sqlcoder-70b-alpha-GGUF
Base model
defog/sqlcoder-70b-alpha