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Latest AI news and research materials, case studies, product updates, and more.
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LLM
LLM Evaluation: Frameworks, Metrics, and Best Practices
LLM Evaluation: Practical insights on metrics, frameworks, tools, challenges, and best practices for robust AI performance.
November 5, 2025
8 min
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News
SuperAnnotate announces $36M Series B backed by Socium Ventures, NVIDIA, Databricks, and other investors
SuperAnnotate announces $36M Series B funding to enhance enterprise AI data management solutions.
November 18, 2024
4 min
LLM
LLM synthetic data: Pros, cons, and how to merge it with human data
Discover the role of synthetic data in fine-tuning LLMs, offering a blend of scale, privacy, and real-world complexity for AI training.
November 14, 2024
7 min
AI
AI content detection: Current methods and SuperAnnotate’s leading open-source solution
Explore AI content detection methods and SuperAnnotate's top-ranked open-source solution on the RAID benchmark.
October 30, 2024
7 min
Case studies
Databricks optimizes model evaluation with SuperAnnotate's expertise
Databricks collaborates with SuperAnnotate to refine RAG systems, ensuring consistent LLM evaluations and streamlined feedback.
October 29, 2024
5 min
Webinars
Webinar | Fine-tuning foundation models on your data with SuperAnnotate and AWS
Explore AI model customization and deployment insights from the SuperAnnotate & AWS webinar on enhancing AI through data handling and training.
October 25, 2024
5 min
Case studies
How SuperAnnotate helped Twelve Labs cut time-to-market by 50% for multimodal AI development
Learn how SuperAnnotate helped Twelve Labs build quality training datasets & cut multimodal AI development time by 50%.
October 24, 2024
6 min
LLM
Reinforcement learning from AI feedback (RLAIF): Complete overview
Explore how reinforcement learning from AI feedback (RLAIF) streamlines AI training, enhancing efficiency without extensive human input.
October 21, 2024
8 min
LLM
RAG vs. Long-context LLMs
Explore how retrieval-augmented generation (RAG) remains vital in long-context LLMs, adapting with techniques like OP-RAG for enhanced precision.
October 10, 2024
8 min
Case studies
How GumGum fine-tunes LMs with SuperAnnotate and Databricks
Learn how GumGum, a leader in Contextual Intelligence, fine-tunes LMs with SuperAnnotate and Databricks.
September 23, 2024
5 min
LLM
LLM pruning & distillation: Retraining LLMs to SLMs with Minitron approach
Discover LLM pruning & distillation: Transform LLMs into streamlined SLMs using the MINITRON approach, significantly reducing training costs and resources.
September 17, 2024
9 min
Webinars
Webinar | Fine-tune and evaluate LLMs with SuperAnnotate and Databricks
Gain insights from a webinar on LLM fine-tuning for business needs, featuring experts from SuperAnnotate and Databricks.
September 11, 2024
6 min
Case studies
How SuperAnnotate helped REM People elevate retail execution
Discover how SuperAnnotate optimized REM People’s workflow, enabling them to maintain their competitive edge in a fast-paced market.
September 6, 2024
4 min
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