Text Classification
Transformers
TensorBoard
Safetensors
roberta
Generated from Trainer
text-embeddings-inference
Instructions to use Jios/bert-unformatted-network-data-test-6-types with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use Jios/bert-unformatted-network-data-test-6-types with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-classification", model="Jios/bert-unformatted-network-data-test-6-types")# pip install -U transformers accelerate # Load model directly from transformers import AutoTokenizer, AutoModelForSequenceClassification tokenizer = AutoTokenizer.from_pretrained("Jios/bert-unformatted-network-data-test-6-types") model = AutoModelForSequenceClassification.from_pretrained("Jios/bert-unformatted-network-data-test-6-types", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Update README.md
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README.md
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results: []
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widget:
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- text: "local ip address 59074 foreign ip address 53 17 20825 2 2 90.0 122.0 45.0 45.0 45.0 0.0 61.0 61.0 61.0 0.0 10180.072028811524 192.07683073229293 6941.666666666666 12021.587305066389 20823.0 1.0 1.0 1.0 0.0 1.0 1.0 1.0 1.0 0.0 1.0 1.0 0 0 0 0 40 40 96.03841536614652 96.03841536614652 45.0 61.0 51.4 8.763560920082657 76.8 0 0 0 0 0 0 0 0 1.0 64.25 45.0 61.0 40 0 0 0 0 0 0 2 90 2 122 -1 -1 1 20 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0 0"
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example_title: "1
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- text: "foreign ip address 80 local ip address 60548 6 94 1 2 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 31914.89361702128 47.0 63.639610306789294 92.0 2.0 0.0 0.0 0.0 0.0 0.0 2.0 2.0 0.0 2.0 2.0 0 0 0 0 32 64 10638.297872340429 21276.595744680853 0.0 0.0 0.0 0.0 0.0 0 0 0 0 0 1 1 0 2.0 0.0 0.0 0.0 32 0 0 0 0 0 0 1 0 2 0 243 245 0 32 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0 1"
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example_title: "2
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- text: "foreign ip address 34386 local ip address 28303 17 116473 4 0 1458 0 384 345 364.5 22.516660498395403 0 0 0.0 0.0 12517.922608673256 34.34272320623664 38824.33333333333 67243.98585251572 116471 1 116473 38824.33333333333 67243.98585251572 116471 1 0 0.0 0.0 0 0 0 0 0 0 -4 0 34.34272320623664 0.0 345 384 360.6 21.36117974270148 456.3 0 0 0 0 0 0 0 0 0 450.75 364.5 0.0 -4 0 0 0 0 0 0 4 1458 0 0 -1 -1 3 -1 0.0 0.0 0 0 0.0 0.0 0 0 0 1"
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example_title: "3
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- text: "foreign ip address 54265 local ip address 31612 17 1 2 0 802 0 401 401 401.0 0.0 0 0 0.0 0.0 802000000.0 2000000.0 1.0 0.0 1 1 1 1.0 0.0 1 1 0 0.0 0.0 0 0 0 0 0 0 -2 0 2000000.0 0.0 401 401 401.0 0.0 0.0 0 0 0 0 0 0 0 0 0 601.5 401.0 0.0 -2 0 0 0 0 0 0 2 802 0 0 -1 -1 1 -1 0.0 0.0 0 0 0.0 0.0 0 0 0 1"
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example_title: "4
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- text: "foreign ip address 61614 local ip address 57728 6 1 2 0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 2000000.0 1.0 0.0 1.0 1.0 1.0 1.0 0.0 1.0 1.0 0.0 0.0 0.0 0.0 0.0 0 0 0 0 40 0 2000000.0 0.0 0.0 0.0 0.0 0.0 0.0 0 0 0 0 1 0 0 0 0.0 0.0 0.0 0.0 40 0 0 0 0 0 0 2 0 0 0 5840 -1 0 20 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0 1"
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example_title: "5 syn"
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- text: "foreign ip address 62313 local ip address 26468 6 0 2 0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 nan inf 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0 0 0 0 40 0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0 0 0 0 1 0 0 0 0.0 0.0 0.0 0.0 40 0 0 0 0 0 0 2 0 0 0 5840 -1 0 20 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0 1"
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results: []
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widget:
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- text: "local ip address 59074 foreign ip address 53 17 20825 2 2 90.0 122.0 45.0 45.0 45.0 0.0 61.0 61.0 61.0 0.0 10180.072028811524 192.07683073229293 6941.666666666666 12021.587305066389 20823.0 1.0 1.0 1.0 0.0 1.0 1.0 1.0 1.0 0.0 1.0 1.0 0 0 0 0 40 40 96.03841536614652 96.03841536614652 45.0 61.0 51.4 8.763560920082657 76.8 0 0 0 0 0 0 0 0 1.0 64.25 45.0 61.0 40 0 0 0 0 0 0 2 90 2 122 -1 -1 1 20 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0 0"
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example_title: "1 udplag"
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- text: "foreign ip address 80 local ip address 60548 6 94 1 2 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 31914.89361702128 47.0 63.639610306789294 92.0 2.0 0.0 0.0 0.0 0.0 0.0 2.0 2.0 0.0 2.0 2.0 0 0 0 0 32 64 10638.297872340429 21276.595744680853 0.0 0.0 0.0 0.0 0.0 0 0 0 0 0 1 1 0 2.0 0.0 0.0 0.0 32 0 0 0 0 0 0 1 0 2 0 243 245 0 32 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0 1"
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example_title: "2 udplag outside"
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- text: "foreign ip address 34386 local ip address 28303 17 116473 4 0 1458 0 384 345 364.5 22.516660498395403 0 0 0.0 0.0 12517.922608673256 34.34272320623664 38824.33333333333 67243.98585251572 116471 1 116473 38824.33333333333 67243.98585251572 116471 1 0 0.0 0.0 0 0 0 0 0 0 -4 0 34.34272320623664 0.0 345 384 360.6 21.36117974270148 456.3 0 0 0 0 0 0 0 0 0 450.75 364.5 0.0 -4 0 0 0 0 0 0 4 1458 0 0 -1 -1 3 -1 0.0 0.0 0 0 0.0 0.0 0 0 0 1"
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example_title: "3 benign"
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- text: "foreign ip address 54265 local ip address 31612 17 1 2 0 802 0 401 401 401.0 0.0 0 0 0.0 0.0 802000000.0 2000000.0 1.0 0.0 1 1 1 1.0 0.0 1 1 0 0.0 0.0 0 0 0 0 0 0 -2 0 2000000.0 0.0 401 401 401.0 0.0 0.0 0 0 0 0 0 0 0 0 0 601.5 401.0 0.0 -2 0 0 0 0 0 0 2 802 0 0 -1 -1 1 -1 0.0 0.0 0 0 0.0 0.0 0 0 0 1"
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example_title: "4 benign outside"
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- text: "foreign ip address 61614 local ip address 57728 6 1 2 0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 2000000.0 1.0 0.0 1.0 1.0 1.0 1.0 0.0 1.0 1.0 0.0 0.0 0.0 0.0 0.0 0 0 0 0 40 0 2000000.0 0.0 0.0 0.0 0.0 0.0 0.0 0 0 0 0 1 0 0 0 0.0 0.0 0.0 0.0 40 0 0 0 0 0 0 2 0 0 0 5840 -1 0 20 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0 1"
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example_title: "5 syn"
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- text: "foreign ip address 62313 local ip address 26468 6 0 2 0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 nan inf 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0 0 0 0 40 0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0 0 0 0 1 0 0 0 0.0 0.0 0.0 0.0 40 0 0 0 0 0 0 2 0 0 0 5840 -1 0 20 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0 1"
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