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opencsg/opencsg-starcoder2-15b-v0.1 - GGUF
This repo contains GGUF format model files for opencsg/opencsg-starcoder2-15b-v0.1.
The files were quantized using machines provided by TensorBlock, and they are compatible with llama.cpp as of commit b4242.
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Model file specification
| Filename | Quant type | File Size | Description |
|---|---|---|---|
| opencsg-starcoder2-15b-v0.1-Q2_K.gguf | Q2_K | 6.193 GB | smallest, significant quality loss - not recommended for most purposes |
| opencsg-starcoder2-15b-v0.1-Q3_K_S.gguf | Q3_K_S | 6.986 GB | very small, high quality loss |
| opencsg-starcoder2-15b-v0.1-Q3_K_M.gguf | Q3_K_M | 8.044 GB | very small, high quality loss |
| opencsg-starcoder2-15b-v0.1-Q3_K_L.gguf | Q3_K_L | 8.965 GB | small, substantial quality loss |
| opencsg-starcoder2-15b-v0.1-Q4_0.gguf | Q4_0 | 9.065 GB | legacy; small, very high quality loss - prefer using Q3_K_M |
| opencsg-starcoder2-15b-v0.1-Q4_K_S.gguf | Q4_K_S | 9.161 GB | small, greater quality loss |
| opencsg-starcoder2-15b-v0.1-Q4_K_M.gguf | Q4_K_M | 9.860 GB | medium, balanced quality - recommended |
| opencsg-starcoder2-15b-v0.1-Q5_0.gguf | Q5_0 | 11.022 GB | legacy; medium, balanced quality - prefer using Q4_K_M |
| opencsg-starcoder2-15b-v0.1-Q5_K_S.gguf | Q5_K_S | 11.022 GB | large, low quality loss - recommended |
| opencsg-starcoder2-15b-v0.1-Q5_K_M.gguf | Q5_K_M | 11.431 GB | large, very low quality loss - recommended |
| opencsg-starcoder2-15b-v0.1-Q6_K.gguf | Q6_K | 13.101 GB | very large, extremely low quality loss |
| opencsg-starcoder2-15b-v0.1-Q8_0.gguf | Q8_0 | 16.965 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/opencsg-starcoder2-15b-v0.1-GGUF --include "opencsg-starcoder2-15b-v0.1-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/opencsg-starcoder2-15b-v0.1-GGUF --local-dir MY_LOCAL_DIR --local-dir-use-symlinks False --include='*Q4_K*gguf'
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Model tree for tensorblock/opencsg-starcoder2-15b-v0.1-GGUF
Base model
bigcode/starcoder2-15b
Finetuned
opencsg/opencsg-starcoder2-15b-v0.1