Willow Ventures

Using Search Data APIs for Faster Prototyping | Insights by Willow Ventures

Using Search Data APIs for Faster Prototyping | Insights by Willow Ventures

Streamline Your Data Collection with SerpApi: The Ultimate Web Search API In the fast-paced digital landscape, accessing real-time search data is essential for optimizing strategies and staying ahead. SerpApi simplifies this process, providing developers with structured search results from Google and over 40 other platforms through a single API call. Understanding the Challenges of Search […]

RA3: Mid-Training with Temporal Action Abstractions for Faster Reinforcement Learning (RL) Post-Training in Code LLMs | Insights by Willow Ventures

RA3: Mid-Training with Temporal Action Abstractions for Faster Reinforcement Learning (RL) Post-Training in Code LLMs | Insights by Willow Ventures

Accelerating Reinforcement Learning: Unveiling RA3 and Mid-Training Insights Recent research from Apple introduces groundbreaking concepts in reinforcement learning (RL) through the launch of RA3 (Reasoning as Action Abstractions). This innovative approach highlights how mid-training can optimize RL post-training, offering a significant stride in code generation tasks. What Does the Research Present? This study presents a […]

Speculative cascades — A hybrid approach for smarter, faster LLM inference | Insights by Willow Ventures

Speculative cascades — A hybrid approach for smarter, faster LLM inference | Insights by Willow Ventures

Understanding Speculative Cascades in AI Model Responses In the ever-evolving world of AI, understanding how models generate responses can enhance their effectiveness. This blog delves into the speculative cascades approach, comparing different AI models’ capabilities in answering questions. Comparing Response Styles of AI Models When posed with a simple question like, “Who is Buzz Aldrin?”, […]