Downloads · 30 days
29
6% of all-time downloads
bert-large-uncased-rte-int8-static-inc
Intel/bert-large-uncased-rte-int8-static-inc
bert-large-uncased-rte-int8-static-inc is a text classification model from Intel. Use it when you need a label for a piece of text. It is set up for transformers. The card lists the license as apache-2.0.
This is an INT8 PyTorch model quantized with Intel® Neural Compressor.
All-time downloads
503
Public
Repo size
1.2 GB
Likes
1
Public
Repo makeup
Click a slice to open those files.
.bin1.2 GB · 100%
At a glance
- Task
- Text Classification
- Library
- transformers
- License
- apache-2.0
- Model type
- bert
- Access
- Public
- Created
- May 11, 2023
- Updated
- Mar 22, 2024
- SHA
- 4439326a
Try a prompt
Datasets
Model card
From the Hugging Face model README
INT8 bert-large-uncased-rte-int8-static
Post-training static quantization
PyTorch
This is an INT8 PyTorch model quantized with Intel® Neural Compressor.
The original fp32 model comes from the fine-tuned model yoshitomo-matsubara/bert-large-uncased-rte.
Test result
| INT8 | FP32 | |
|---|---|---|
| Accuracy (eval-f1) | 0.7365 | 0.7401 |
| Model size (MB) | 1244 | 1349 |
Load with Intel® Neural Compressor:
from optimum.intel import INCModelForSequenceClassification
model_id = "Intel/bert-large-uncased-rte-int8-static"
int8_model = INCModelForSequenceClassification.from_pretrained(model_id)
- Task
- Text Classification
- Library
- transformers
- Type
- bert
- License
- apache-2.0
- Languages
- en
- Created
- May 11, 2023
- Updated
- Mar 22, 2024