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SuperAnnotate Blog
Latest AI news and research materials, case studies, product updates, and more.
★ Featured Article
LLM
February 5, 2024
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.
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LLM
FuseLLM: Fusion of large language models (LLMs)
Explore the innovative world of AI with FuseLLM, a breakthrough method that merges existing large language models for enhanced performance and versatility.
January 26, 2024
8 min
LLM
ReFT: Enhancing LLMs with reinforced fine-tuning
Boost LLM performance with ReFT: A fusion of reinforcement learning and fine-tuning for superior reasoning skills.
January 23, 2024
7 min
LLM
Optimizing RAG systems with fine-tuning techniques
Enhancing RAG Systems: Discover fine-tuning strategies for optimizing retrieval augmented generation in large language models.
January 19, 2024
8 min
LLM
Mixture of Experts vs Mixture of Tokens: Making LLMs more efficient
Explore how Mixture of Tokens enhances LLM efficiency, outperforming Mixture of Experts in training LLMs.
January 17, 2024
6 min
LLM
26 prompting tricks to improve LLMs
Discover the top 26 tricks for effective prompting with large language models (LLMs), enhancing accuracy and relevance in responses.
January 9, 2024
7 min
AI
Midjourney v6: A major step forward in AI art
Discover Midjourney v6's AI art evolution with ultra-realistic imagery, text integration, and user-driven advancements in our detailed exploration.
December 27, 2023
6 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.
December 14, 2023
12 min
Computer vision
Top 16 computer vision libraries [Updated 2024]
Top 16 computer vision libraries to use for your next CV project. Check out our latest article to get acquainted with them.
December 13, 2023
12 min
AI
Sentiment analysis explained 2024
Explore sentiment analysis in NLP and find out how AI is used to understand emotions expressed in text data.
December 8, 2023
12 min
LLM
Google's Gemini: Setting new benchmarks in language models
Explore Google's Gemini: A groundbreaking AI model with unique multimodal abilities, surpassing current benchmarks in technology.
December 8, 2023
4 min
AI
Manual annotation is dead: One-shot is the future
Discover SuperAnnotate's one-shot annotation tool: Transforming ML with faster, more accurate data annotation.
December 5, 2023
6 min
LLM
What are large language models (LLMs): Complete overview 2024
Large language models (LLMs): A complete overview from their workings to future trends, challenges, LLM market leaders and more.
December 4, 2023
15 min
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