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ibm-granite/granite-3.0-8b-base - GGUF
This repo contains GGUF format model files for ibm-granite/granite-3.0-8b-base.
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 |
---|---|---|---|
granite-3.0-8b-base-Q2_K.gguf | Q2_K | 3.104 GB | smallest, significant quality loss - not recommended for most purposes |
granite-3.0-8b-base-Q3_K_S.gguf | Q3_K_S | 3.592 GB | very small, high quality loss |
granite-3.0-8b-base-Q3_K_M.gguf | Q3_K_M | 3.997 GB | very small, high quality loss |
granite-3.0-8b-base-Q3_K_L.gguf | Q3_K_L | 4.349 GB | small, substantial quality loss |
granite-3.0-8b-base-Q4_0.gguf | Q4_0 | 4.651 GB | legacy; small, very high quality loss - prefer using Q3_K_M |
granite-3.0-8b-base-Q4_K_S.gguf | Q4_K_S | 4.686 GB | small, greater quality loss |
granite-3.0-8b-base-Q4_K_M.gguf | Q4_K_M | 4.943 GB | medium, balanced quality - recommended |
granite-3.0-8b-base-Q5_0.gguf | Q5_0 | 5.647 GB | legacy; medium, balanced quality - prefer using Q4_K_M |
granite-3.0-8b-base-Q5_K_S.gguf | Q5_K_S | 5.647 GB | large, low quality loss - recommended |
granite-3.0-8b-base-Q5_K_M.gguf | Q5_K_M | 5.797 GB | large, very low quality loss - recommended |
granite-3.0-8b-base-Q6_K.gguf | Q6_K | 6.705 GB | very large, extremely low quality loss |
granite-3.0-8b-base-Q8_0.gguf | Q8_0 | 8.684 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/granite-3.0-8b-base-GGUF --include "granite-3.0-8b-base-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/granite-3.0-8b-base-GGUF --local-dir MY_LOCAL_DIR --local-dir-use-symlinks False --include='*Q4_K*gguf'
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Model tree for tensorblock/granite-3.0-8b-base-GGUF
Base model
ibm-granite/granite-3.0-8b-baseEvaluation results
- pass@1 on MMLUself-reported65.540
- pass@1 on MMLUself-reported33.270
- pass@1 on MMLUself-reported34.450
- pass@1 on WinoGrandeself-reported80.900
- pass@1 on WinoGrandeself-reported46.800
- pass@1 on WinoGrandeself-reported67.800
- pass@1 on WinoGrandeself-reported82.320
- pass@1 on WinoGrandeself-reported83.610
- pass@1 on WinoGrandeself-reported52.890
- pass@1 on BoolQself-reported86.970