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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
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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.
August 7, 2024
8 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
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
OpenAI's GPT-4o: The next big thing in AI
Explore OpenAI's GPT-4o, a multimodal AI revolutionizing interaction with enhanced speed, accessibility, and human-like capabilities.
May 15, 2024
7 min
Product
Fine-tuning and evaluating LLMs with SuperAnnotate & IBM watsonx
Optimize enterprise LLMs easily with SuperAnnotate & IBM watsonx. Simplify model integration and data transfer for enhanced performance.
May 13, 2024
4 min
LLM
CTO's guide to SFT and RLHF projects
Explore effective strategies for aligning LLMs with user and business expectations, covering style guides, workforce management, and dataset creation challenges.
April 18, 2024
8 min
LLM
Command R: Cohere's RAG-optimized LLM
Explore Command R by Cohere: A powerful LLM transforming business with enhanced multilingual capabilities, advanced tool use, and dynamic data handling.
April 12, 2024
6 min
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