metadata
license: gemma
license_link: https://choosealicense.com/licenses/gemma/
base_model: google/gemma-2b
gemma-2b-fp16-ov
Description
Compatibility
The provided OpenVINO™ IR model is compatible with:
- OpenVINO version 2024.5.0 and higher
- Optimum Intel 1.21.0 and higher
Running Model Inference
- Install packages required for using Optimum Intel integration with the OpenVINO backend:
pip install optimum[openvino]
- Run model inference:
from transformers import AutoTokenizer
from optimum.intel.openvino import OVModelForCausalLM
model_id = "OpenVINO/gemma-2b-fp16-ov"
tokenizer = AutoTokenizer.from_pretrained(model_id)
model = OVModelForCausalLM.from_pretrained(model_id)
inputs = tokenizer("What is OpenVINO?", return_tensors="pt")
outputs = model.generate(**inputs, max_length=200)
text = tokenizer.batch_decode(outputs)[0]
print(text)
For more examples and possible optimizations, refer to the OpenVINO Large Language Model Inference Guide.
Limitations
Check the original model card for original model card for limitations.
Legal information
The original model is distributed under gemma license. More details can be found in original model card.
Disclaimer
Intel is committed to respecting human rights and avoiding causing or contributing to adverse impacts on human rights. See Intel’s Global Human Rights Principles. Intel’s products and software are intended only to be used in applications that do not cause or contribute to adverse impacts on human rights.