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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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LLM
AI
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LLM
What is retrieval augmented generation (RAG) [examples included]
Understand Retrieval Augmented Generation (RAG): A groundbreaking AI that merges GPT-like generation with data retrieval for accurate, up-to-date responses.
August 26, 2024
14 min
AI
What is multimodal AI: Complete overview
Discover how multimodal AI is transforming businesses, explore its applications, training methods, and potential risks.
August 26, 2024
7 min
LLM
LLM red teaming: Complete guide [+expert tips]
Explore LLM red teaming with our complete guide, offering expert tips and effective security measures to enhance the reliability of large language models.
August 20, 2024
7 min
Machine learning
30 best data labeling tools [2024 Q3 Updated]
The best data labeling tools at your fingertips. Check out our detailed overview of the top 30 data labeling solutions in 2024 Q3 according to G2.
August 19, 2024
14 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.
August 13, 2024
12 min
LLM
Small language models (SLMs): Complete overview 2024
Discover how Small Language Models (SLMs) transform AI in 2024, offering powerful yet efficient solutions with fewer resources.
August 12, 2024
8 min
LLM
LLM hallucinations: Complete guide to AI errors
AI hallucinations uncovered: exploring the causes, risks, and prevention of hallucinations in LLMs.
August 8, 2024
6 min
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
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
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
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
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