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SuperBlog
Latest AI news and research materials, case studies, product updates, and more.
Featured
LLM
Fine-tuning large language models (LLMs) in 2024
Dive into LLM fine-tuning: its importance, types, methods, and best practices for optimizing language model performance.
July 23, 2024
12 min
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AI
Gen AI trends 2024: Data, fine-tuning, multimodality, open-source and more
Explore the top generative AI trends of 2024, including data use, model fine-tuning, multimodality, open-source growth, and the importance of AI ethics.
July 25, 2024
8 min
LLM
Fine-tuning large language models (LLMs) in 2024
Dive into LLM fine-tuning: its importance, types, methods, and best practices for optimizing language model performance.
July 23, 2024
12 min
Machine learning
30 best data labeling tools [2024 Q2 Updated]
The best data labeling tools at your fingertips. Check out our detailed overview of the top 30 data labeling solutions in 2024 Q2 according to G2.
July 19, 2024
14 min
LLM
LLM Evaluation: Metrics, frameworks, and best practices
LLM Evaluation: Practical insights on metrics, frameworks, tools, challenges, and best practices for robust AI performance.
July 18, 2024
8 min
LLM
Reinforcement learning with human feedback (RLHF) for LLMs
Explore RLHF's transformative role in making LLMs more attuned to human preferences, enhancing AI interactions for a more intuitive future.
July 16, 2024
12 min
LLM
Multi-agent LLMs in 2024 [+frameworks]
Discover how multi-agent LLMs enhance AI by letting expert agents collaborate on complex tasks. Learn their key benefits, frameworks, and applications.
July 8, 2024
7 min
LLM
Fine-tuning and evaluating LLMs with SuperAnnotate & Snowflake
Optimize Enterprise LLMs Easily with SuperAnnotate & Snowflake. Simplify Data Transfer, Model Evaluation & Dataset Creation to Accelerate LLM Adoption.
June 24, 2024
5 min
AI
Introduction to diffusion models for machine learning
Dive into diffusion models: AI's breakthrough in generating realistic images and reshaping technology's creative front.
June 6, 2024
8 min
LLM
How to improve dataset quality for LLM fine-tuning [+code guide]
Enhance LLM fine-tuning with a focus on data quality. Learn practical steps for data improvement using SuperAnnotate’s platform.
May 31, 2024
6 min
Computer vision
What is data annotation? Complete tool guide 2024
What is data annotation? Discover data annotation tools, use cases, and future trends in 2024.
May 24, 2024
17 min
Computer vision
Complete guide to semantic segmentation [Updated 2024]
Check out our guide on semantic segmentation and its use cases to learn more about how to properly label specific regions of an image.
May 22, 2024
12 min
LLM
LLM agents: The ultimate guide
Discover how LLM agents combine planning, memory, and tool use to solve complex LLM problems.
May 21, 2024
8 min
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