8bit.tr Journal
Alignment
3 articles tagged with Alignment.
January 11, 2026
Alignment Evaluation and Safety Metrics: Measuring What Users Actually Need
A technical guide to evaluating alignment and safety with measurable metrics, red-teaming, and policy tests.
December 20, 2025
RLHF and Preference Optimization: Aligning LLMs With Real Users
A deep dive into RLHF pipelines, preference data, and practical alignment strategies for production LLMs.
December 11, 2025
Fine-Tuning vs. Instruction Tuning: What Actually Improves LLMs
A clear comparison of fine-tuning, instruction tuning, and alignment, with guidance on when each approach makes sense.