Large Language Models
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Instruction Tuning
Quick Definition
Fine-tuning on instruction-response pairs for better following
Full Definition
Fine-tuning models on instruction-response pairs to improve instruction following ability.
Examples
chatbot training, assistant development, task alignment
Related Terms
fine-tuning
rlhf
alignment
More Large Language Models Terms
Streaming
Sending LLM tokens to clients as they are generated
Guardrails LLM
Frameworks for monitoring and controlling LLM I/O
Semantic Search
Search technique understanding meaning rather than keywords
Alignment Tax
Performance cost of aligning AI with human preferences
Tree-of-Thought
Framework exploring multiple reasoning paths for optimal solutions
Synthetic Data Generation
Using AI to create artificial training data replicating patterns