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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
Machine learning
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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
LLM
Synthetic data: Fine-tuning LLMs with AI-generated data
Discover the role of synthetic data in fine-tuning LLMs, offering a blend of scale, privacy, and real-world complexity for AI training.
September 30, 2024
7 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
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.
September 19, 2024
8 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
LLM
LLM agents: The ultimate guide
Discover how LLM agents combine planning, memory, and tool use to solve complex LLM problems.
September 9, 2024
8 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.
September 9, 2024
7 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
LLM
Direct preference optimization (DPO): Complete overview
Learn how Direct Preference Optimization (DPO) streamlines language model tuning, offering a stable and cost-effective alternative to traditional RLHF methods.
September 4, 2024
8 min
LLM
RAG vs. fine-tuning: Choosing the right method for your LLM
RAG vs. fine-tuning: Which suits your LLM? Learn how to choose between retrieval augmented generation and fine-tuning for better model performance.
August 27, 2024
8 min
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