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README.md
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---
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license: apache-2.0
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tags:
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metrics:
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- precision
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- recall
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- f1
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- accuracy
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model-index:
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- name: ner-test3
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results: []
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## Model description
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## Intended uses & limitations
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## Training and evaluation data
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## Training procedure
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---
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license: apache-2.0
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tags: []
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datasets:
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- custom
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metrics:
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- precision
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- recall
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- f1
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- accuracy
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widget:
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- text: 188.210.113.80 - - [26/Jan/2019:20:17:17 +0330] "GET /image/4158/productModel/200x200
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HTTP/1.1" 200 4022
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example_title: Example Log
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model-index:
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- name: ner-test3
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results: []
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## Model description
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Fine-tuned Transformer based on the distilBERT architecture using Pytorch for detecting: Timestamps, KV and IPs.
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## Intended uses & limitations
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Can be used on any system log containing timestamps, keyvalues and ips.
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## Training and evaluation data
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Trained over 12000 logs: 3000 Apache, 1000 Csv, 1000 Dns, 3600 KV, 1000 Syslog and 3100 Miscellaneous logs. Evaluated on a small corpus of unseen logs labelled by hand.
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## Training procedure
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