Instructions to use mobilint/bert-base-uncased with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use mobilint/bert-base-uncased with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("fill-mask", model="mobilint/bert-base-uncased", trust_remote_code=True)# pip install -U transformers accelerate # Load model directly from transformers import AutoModelForCausalLM model = AutoModelForCausalLM.from_pretrained("mobilint/bert-base-uncased", trust_remote_code=True, device_map="auto") - Mobilint
How to use mobilint/bert-base-uncased with Mobilint:
# pip install mblt-model-zoo from mblt_model_zoo.vision import MBLT_Engine model = MBLT_Engine( model_cls="bert-base-uncased", model_type="DEFAULT", model_path="", core_mode="global8", ) try: image = model.preprocess("path/to/image.jpg") output = model(image) result = model.postprocess(output) finally: model.dispose() - Notebooks
- Google Colab
- Kaggle
File size: 1,059 Bytes
d60eb70 a7a9f29 d60eb70 a7a9f29 d60eb70 a7a9f29 d60eb70 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 | try:
from transformers_mblt.models.bert.configuration_bert import (
MobilintBertConfig,
)
from transformers_mblt.models.bert.modeling_bert import (
MobilintBertForMaskedLM,
)
except ModuleNotFoundError as exc:
if exc.name != "transformers_mblt":
raise
# Hub repositories are shared with mblt-model-zoo, which exposes the same classes under its legacy path.
try:
from mblt_model_zoo.hf_transformers.models.bert.configuration_bert import (
MobilintBertConfig,
)
from mblt_model_zoo.hf_transformers.models.bert.modeling_bert import (
MobilintBertForMaskedLM,
)
except ModuleNotFoundError as legacy_exc:
if legacy_exc.name not in {"mblt_model_zoo", "mblt_model_zoo.hf_transformers"}:
raise
raise ImportError(
"This model requires 'transformers-mblt' to be installed. "
"Please run: pip install transformers-mblt"
) from legacy_exc
__all__ = ["MobilintBertConfig", "MobilintBertForMaskedLM"] |