Model: vaibhav2507/cloudops-bert
Author: vaibhav2507
Pipeline: text-classification
Library: transformers
Tags: transformers, safetensors, distilbert, text-classification, log-analysis, anomaly-detection, bert, huggingface, en, dataset:honicky/hdfs-logs-encoded-blocks, dataset:Kingslayer5437/BGL, base_model:distilbert/distilbert-base-uncased, base_model:finetune:distilbert/distilbert-base-uncased, doi:10.57967/hf/6620, license:apache-2.0, model-index, endpoints_compatible, region:us
Base models (finetune): id: distilbert/distilbert-base-uncased
Card metadata: license: apache-2.0
datasets: honicky/hdfs-logs-encoded-blocks, Kingslayer5437/BGL
language: en
metrics: f1, precision, recall, roc_auc
base_model: distilbert/distilbert-base-uncased
pipeline_tag: text-classification
library_name: transformers
tags: log-analysis, anomaly-detection, bert, huggingface
model-index: name: CloudOpsBERT (distributed-storage)
results: task: type: text-classification
name: Anomaly Detection
dataset: name: HDFS
type: honicky/hdfs-logs-encoded-blocks
split: test
metrics: type: f1
value: 0.571
verified: no, type: precision
value: 0.992
verified: no, type: recall
value: 0.401
verified: no, type: auroc
value: 0.73
verified: no, type: threshold
value: 0.5
verified: no, name: CloudOpsBERT (HPC)
results: task: type: text-classification
name: Anomaly Detection
dataset: name: BGL
type: Kingslayer5437/BGL
split: test
metrics: type: f1
value: 1
verified: no, type: precision
value: 1
verified: no, type: recall
value: 1
verified: no, type: auroc
value: 1
verified: no, type: threshold
value: 0.05
verified: no
Likes: 1 | All-time downloads: 142
Created: 2025-09-30 20:28:10