jojo1899/Mistral-7B-Instruct-v0.2-ov-int4

This is an INT4 quantized version of the mistralai/Mistral-7B-Instruct-v0.2 model. The Python packages used in creating this model are as follows:

openvino==2024.3.0.dev20240528
openvino-nightly==2024.3.0.dev20240528
openvino-tokenizers==2024.3.0.0.dev20240528
optimum==1.19.2
optimum-intel==1.17.0.dev0+aefabf0
nncf==2.11.0.dev0+90a7f0d5
torch==2.3.0+cu121
transformers==4.40.2

This quantized model is created using the following command:

optimum-cli export openvino -m "mistralai/Mistral-7B-Instruct-v0.2" --task text-generation-with-past --weight-format int4 --group-size 128 --trust-remote-code ./Mistral-7B-Instruct-v0.2-ov-int4

For more details, run the following command from your Python environment: optimum-cli export openvino --help

INFO:nncf:Statistics of the bitwidth distribution:

Num bits (N)	% all parameters (layers)	% ratio-defining parameters (layers)
8	23% (82 / 226)	20% (80 / 224)
4	77% (144 / 226)	80% (144 / 224)