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+# Huggingface Integration
+
+As the software design of LogIX prioritized the compatibility with other
+tools in the ML ecosystem, we were able to integrate LogIX into Huggingface
+(Transformers) Trainer. This example shows how to patch HF Trainer to
+enable LogIX for BERT+GLUE and GPT+WikiText examples.
+
+### Log Extraction
+
+```bash
+python bert_log.py # BERT
+python gpt_log.py  # GPT
+```
+
+### Influence Analysis
+
+```bash
+python bert_influence.py # BERT
+python gpt_influence.py  # GPT
+```