Text Classification
Transformers
PyTorch
Safetensors
English
bert
fast
monarch-matrices
mnli
efficiency
triton
hardware-efficient
sub-quadratic
fast-inference
h100-optimized
custom_code
Eval Results (legacy)
text-embeddings-inference
Instructions to use ykae/monarch-bert-base-mnli with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use ykae/monarch-bert-base-mnli with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-classification", model="ykae/monarch-bert-base-mnli", trust_remote_code=True)# pip install -U transformers accelerate # Load model directly from transformers import AutoTokenizer, AutoModelForSequenceClassification tokenizer = AutoTokenizer.from_pretrained("ykae/monarch-bert-base-mnli", trust_remote_code=True) model = AutoModelForSequenceClassification.from_pretrained("ykae/monarch-bert-base-mnli", trust_remote_code=True, device_map="auto") - Notebooks
- Google Colab
- Kaggle
Commit History
-
Update README.md
Verified signature22bae58 -
Update README.md
Verified signatureda0c393
-
Update README.md
Verified signature13b6afa -
Update README.md
Verified signature16cf376
-
Update README.md
Verified signaturee62be4c -
Update README.md
Verified signaturef106e23
-
Update README.md
Verified signature944e277 -
Update README.md
Verified signature5f44337
-
Update README.md
Verified signature78f9257 -
Update README.md
Verified signature0d3fd42
-
Update README.md
Verified signaturee049485
-
Update README.md
Verified signature53a4665 -
Update README.md
Verified signatureafe6afd -
Update README.md
Verified signature8e3a0f0 -
Update README.md
Verified signaturef18061b -
Adding `safetensors` variant of this model (#1)
Verified signature- Adding `safetensors` variant of this model (d63fbb2eb8e8bbb230ef90c008493503c25acec5) Co-authored-by: Safetensors convertbot <SFconvertbot@users.noreply.huggingface.co>2943dd7 -
Update README.md
Verified signature587c5cc -
Update README.md
Verified signature01ab50d -
Update README.md
Verified signaturef2aedc8 -
Update README.md
Verified signaturea1ef966 -
Update README.md
Verified signaturee85d709 -
Update README.md
Verified signature99b4b39 -
Upload 7 files
Verified signature2759894 -
initial commit
Verified signature4160ec4