Model evaluations, practical applications, and implementation tips
The State of AI Report 2023 covers the most interesting developments in AI over the last year, including technical breakthroughs, industry developments, economic implications, and predictions for the future of AI.
A comprehensive technical analysis of GPT-4's capabilities, including detailed evaluations across various benchmarks and real-world tasks. The report covers both the model's strengths and limitations.
We demonstrate that scaling up language models greatly improves task-agnostic, few-shot performance, sometimes even becoming competitive with prior state-of-the-art fine-tuning approaches.
A comprehensive analysis of the LLM market landscape, including market size, key players, investment trends, and future projections for 2024-2030.
This paper introduces Constitutional AI, a framework for implementing ethical principles directly into AI systems during training, ensuring alignment with human values.
A detailed guide on optimizing LLM inference for production environments, covering techniques like quantization, pruning, and efficient serving strategies.