tensorblock/aya-23-8B-GGUF

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CohereForAI/aya-23-8B - GGUF

This repo contains GGUF format model files for CohereForAI/aya-23-8B.

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

Run them on the TensorBlock client using your local machine ↗

Prompt template

<BOS_TOKEN><|START_OF_TURN_TOKEN|><|SYSTEM_TOKEN|>{system_prompt}<|END_OF_TURN_TOKEN|><|START_OF_TURN_TOKEN|><|USER_TOKEN|>{prompt}<|END_OF_TURN_TOKEN|><|START_OF_TURN_TOKEN|><|CHATBOT_TOKEN|>

Model file specification

Filename	Quant type	File Size	Description
aya-23-8B-Q2_K.gguf	Q2_K	3.438 GB	smallest, significant quality loss - not recommended for most purposes
aya-23-8B-Q3_K_S.gguf	Q3_K_S	3.871 GB	very small, high quality loss
aya-23-8B-Q3_K_M.gguf	Q3_K_M	4.225 GB	very small, high quality loss
aya-23-8B-Q3_K_L.gguf	Q3_K_L	4.528 GB	small, substantial quality loss
aya-23-8B-Q4_0.gguf	Q4_0	4.797 GB	legacy; small, very high quality loss - prefer using Q3_K_M
aya-23-8B-Q4_K_S.gguf	Q4_K_S	4.829 GB	small, greater quality loss
aya-23-8B-Q4_K_M.gguf	Q4_K_M	5.057 GB	medium, balanced quality - recommended
aya-23-8B-Q5_0.gguf	Q5_0	5.670 GB	legacy; medium, balanced quality - prefer using Q4_K_M
aya-23-8B-Q5_K_S.gguf	Q5_K_S	5.670 GB	large, low quality loss - recommended
aya-23-8B-Q5_K_M.gguf	Q5_K_M	5.804 GB	large, very low quality loss - recommended
aya-23-8B-Q6_K.gguf	Q6_K	6.597 GB	very large, extremely low quality loss
aya-23-8B-Q8_0.gguf	Q8_0	8.541 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/aya-23-8B-GGUF --include "aya-23-8B-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/aya-23-8B-GGUF --local-dir MY_LOCAL_DIR --local-dir-use-symlinks False --include='*Q4_K*gguf'