Navigating the LLM Landscape: A Comparative Analysis of Open-Source Models Post date October 23, 2024 Post author By Vygha Post categories In ai-neural-models, llm-natural-supervision, llm-optimization, llm-prompting, llm-research, llm-word-prediction, llms, llms-for-prompt-engineering
Comparative Analysis of Prompt Optimization on BBH Tasks Post date September 25, 2024 Post author By Writings, Papers and Blogs on Text Models Post categories In ai, big-bench-hard-tasks, derivative-free-optimization, llm-optimization, llms-for-prompt-engineering, opro-algorithm, prompt-engineering, prompt-optimization-techniques
Prompt Optimization Curves on BBH Tasks Post date September 25, 2024 Post author By Writings, Papers and Blogs on Text Models Post categories In ai, big-bench-hard-tasks, derivative-free-optimization, llm-optimization, llms-for-prompt-engineering, opro-algorithm, prompt-engineering, prompt-optimization-techniques
Large Language Models as Optimizers: Meta-Prompt for Prompt Optimization Post date September 25, 2024 Post author By Writings, Papers and Blogs on Text Models Post categories In ai, big-bench-hard-tasks, derivative-free-optimization, llm-optimization, llms-for-prompt-engineering, opro-algorithm, prompt-engineering, prompt-optimization-techniques
Large Language Models as Optimizers: Meta-Prompt for Math Optimization Post date September 25, 2024 Post author By Writings, Papers and Blogs on Text Models Post categories In ai, big-bench-hard-tasks, derivative-free-optimization, llm-optimization, llms-for-prompt-engineering, opro-algorithm, prompt-engineering, prompt-optimization-techniques
Common Pitfalls in LLM Optimization Post date September 25, 2024 Post author By Writings, Papers and Blogs on Text Models Post categories In ai, big-bench-hard-tasks, derivative-free-optimization, llm-optimization, llms-for-prompt-engineering, opro-algorithm, prompt-engineering, prompt-optimization-techniques
Optimizing Scoring Models: Effective Prompting Formats Post date September 25, 2024 Post author By Writings, Papers and Blogs on Text Models Post categories In ai, big-bench-hard-tasks, derivative-free-optimization, llm-optimization, llms-for-prompt-engineering, opro-algorithm, prompt-engineering, prompt-optimization-techniques
Optimizing Prompts with LLMs: Key Findings and Future Directions Post date September 25, 2024 Post author By Writings, Papers and Blogs on Text Models Post categories In ai, big-bench-hard-tasks, derivative-free-optimization, llm-optimization, llms-for-prompt-engineering, opro-algorithm, prompt-engineering, prompt-optimization-techniques
Everything We Know About Prompt Optimization Today Post date September 24, 2024 Post author By Writings, Papers and Blogs on Text Models Post categories In ai, big-bench-hard-tasks, derivative-free-optimization, hackernoon-top-story, llm-optimization, llms-for-prompt-engineering, opro-algorithm, prompt-engineering
How Overfitting Affects Prompt Optimization Post date September 24, 2024 Post author By Writings, Papers and Blogs on Text Models Post categories In ai, big-bench-hard-tasks, derivative-free-optimization, llm-optimization, llms-for-prompt-engineering, opro-algorithm, prompt-engineering, prompt-optimization-techniques
Key Takeaways from Our Ablation Studies on LLMs Post date September 24, 2024 Post author By Writings, Papers and Blogs on Text Models Post categories In ai, big-bench-hard-tasks, derivative-free-optimization, llm-optimization, llms-for-prompt-engineering, opro-algorithm, prompt-engineering, prompt-optimization-techniques
Better Instructions, Better Results: A Look at Prompt Optimization Post date September 24, 2024 Post author By Writings, Papers and Blogs on Text Models Post categories In ai, big-bench-hard-tasks, derivative-free-optimization, llm-optimization, llms-for-prompt-engineering, opro-algorithm, prompt-engineering, prompt-optimization-techniques
How OPRO Elevates LLM Accuracy in GSM8K and BBH Benchmarks Post date September 24, 2024 Post author By Writings, Papers and Blogs on Text Models Post categories In ai, big-bench-hard-tasks, derivative-free-optimization, llm-optimization, llms-for-prompt-engineering, opro-algorithm, prompt-engineering, prompt-optimization-techniques
How Meta-Prompt Design Boosts LLM Performance Post date September 24, 2024 Post author By Writings, Papers and Blogs on Text Models Post categories In ai, big-bench-hard-tasks, derivative-free-optimization, llm-optimization, llms-for-prompt-engineering, opro-algorithm, prompt-engineering, prompt-optimization-techniques
How OPRO Improves Task Accuracy in Prompt Optimization Post date September 24, 2024 Post author By Writings, Papers and Blogs on Text Models Post categories In ai, big-bench-hard-tasks, derivative-free-optimization, llm-optimization, llms-for-prompt-engineering, opro-algorithm, prompt-engineering, prompt-optimization-techniques
LLMs vs. Heuristics: Tackling the Traveling Salesman Problem (TSP) Post date September 24, 2024 Post author By Writings, Papers and Blogs on Text Models Post categories In ai, big-bench-hard-tasks, derivative-free-optimization, llm-optimization, llms-for-prompt-engineering, opro-algorithm, prompt-engineering, prompt-optimization-techniques
Case Studies in Mathematical Optimization Using LLMs Post date September 24, 2024 Post author By Writings, Papers and Blogs on Text Models Post categories In ai, big-bench-hard-tasks, derivative-free-optimization, llm-optimization, llms-for-prompt-engineering, opro-algorithm, prompt-engineering, prompt-optimization-techniques
Designing Meta-Prompts for Stable and Effective LLM Optimization Post date September 24, 2024 Post author By Writings, Papers and Blogs on Text Models Post categories In ai, big-bench-hard-tasks, derivative-free-optimization, llm-optimization, llms-for-prompt-engineering, opro-algorithm, prompt-engineering, prompt-optimization-techniques
The OPRO Framework: Using Large Language Models as Optimizers Post date September 24, 2024 Post author By Writings, Papers and Blogs on Text Models Post categories In ai, big-bench-hard-tasks, derivative-free-optimization, llm-optimization, llms-for-prompt-engineering, opro-algorithm, prompt-engineering, prompt-optimization-techniques
Large Language Models as Optimizers Post date September 24, 2024 Post author By Writings, Papers and Blogs on Text Models Post categories In ai, big-bench-hard-tasks, derivative-free-optimization, llm-optimization, llms-for-prompt-engineering, opro-algorithm, prompt-engineering, prompt-optimization-techniques
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