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Ideas, experiments, research, and notebooks.
- 03 Response Engineering for Training-Free Alignment of LLMs A practical tutorial on Best-of-N, self-consistency, Reflexion, and Mixture-of-Agents for improving model responses without retraining.
- 02 Guided Decoding for Training-Free Alignment of LLMs A hands-on tutorial covering standard decoding strategies and guided decoding with logits processors.
- 01 Prompt Engineering for Training-Free Alignment of LLMs A hands-on DSPy tutorial for programmatic prompt design, evaluation, and optimization with MIPROv2.