mostafa ibrahim
Choosing safer LLMs: From LLM benchmarks to your production agents 🚀
July 21, 2026 | 5PM CEST
LLM Security: 50+ Adversarial Probes you need to know.
Mostafa Ibrahim
How to address Machine Learning Bias in a pre-trained HuggingFace text classification model?
Machine learning models, despite their potential, often face issues like biases and performance inconsistencies. As these models find real-world applications, ensuring their robustness becomes paramount. This tutorial explores these challenges, using the Ecommerce Text Classification dataset as a case study. Through this, we highlight key measures and tools, such as Giskard, to boost model performance.
Mostafa Ibrahim](/content/knowledge/using-giskard-to-address-bias-in-a-hugging-face-model/index.html)