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donotdelete3
fxmarty/donotdelete3
donotdelete3 is a text classification model from fxmarty. Use it when you need a label for a piece of text.
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Public
Updated Jun 30, 2022
Repo size
1.6 KB
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Repo makeup
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.json12.9 KB · 75%
At a glance
- Task
- Text Classification
- Access
- Public
- Created
- Jun 30, 2022
- Updated
- Jun 30, 2022
- SHA
- 6898be3b
Try a prompt
Datasets
Model card
From the Hugging Face model README
task: text-classification
Fixed parameters:
- model_name_or_path:
Bhumika/roberta-base-finetuned-sst2 - dataset:
- path:
glue - eval_split:
validation - data_keys:
{'primary': 'sentence'} - ref_keys:
['label'] - name:
sst2
- path:
- quantization_approach:
dynamic - node_exclusion:
[] - per_channel:
False - framework:
onnxruntime - framework_args:
- opset:
15 - optimization_level:
1
- opset:
- aware_training:
False
Benchmarked parameters:
- operators_to_quantize:
['Add', 'MatMul'],['Add']
Evaluation
Below, time metrics for
- Batch size: 8
- Input length: 128
| operators_to_quantize | | latency_mean (original, ms) | latency_mean (optimized, ms) | | throughput (original, /s) | throughput (optimized, /s) | | accuracy (original) | accuracy (optimized) |
| :-------------------: | :-: | :-------------------------: | :--------------------------: | :-: | :-----------------------: | :------------------------: | :-: | :-----------------: | :------------------: |
|
['Add', 'MatMul']| | | 619.76 | 161.66 | | | 1.80 | 6.20 | | | 1.000 | 1.000 | |['Add']| | | 611.74 | 478.48 | | | 1.80 | 2.20 | | | 1.000 | 1.000 |
- Task
- Text Classification
- Created
- Jun 30, 2022
- Updated
- Jun 30, 2022