marktechpost3d
DeepSeek-AI Releases Janus-Pro 7B: An Open-Source multimodal AI that Beats DALL-E 3 and Stable Diffusion
Multimodal AI integrates diverse data formats, such as text and images, to create systems capable of accurately understanding and generating content. By bridging textual and visual data, these models ...
marktechpost3d
Quantifying Knowledge Transfer: Evaluating Distillation in Large Language Models
Knowledge distillation, a crucial technique in artificial intelligence for transferring knowledge from large language models (LLMs) to smaller, resource-efficient ones, faces several significant ...
marktechpost3d
Leveraging Hallucinations in Large Language Models to Enhance Drug Discovery
Researchers have highlighted concerns regarding hallucinations in LLMs due to their generation of plausible but inaccurate or unrelated content. However, these ...
marktechpost3d
Unlocking Autonomous Planning in LLMs: How AoT+ Overcomes Hallucinations and Cognitive Load
Large language models (LLMs) have shown remarkable abilities in language tasks and reasoning, but their capacity for autonomous planning—especially in complex, multi-step scenarios—remains limited.
marktechpost3d
Advancing Single-Cell Genomics with Self-Supervised Learning: Techniques, Applications, and Insights
SSL is a powerful technique for extracting meaningful patterns from large, unlabelled datasets, proving transformative in fields like computer vision and NLP. In single-cell genomics (SCG), SSL offers ...
marktechpost3d
This AI Paper Introduces IXC-2.5-Reward: A Multi-Modal Reward Model for Enhanced LVLM Alignment and Performance
Artificial intelligence has grown significantly with the integration of vision and language, allowing systems to interpret and generate information across multiple data modalities. This capability ...
marktechpost3d
Building a Retrieval-Augmented Generation (RAG) System with DeepSeek R1: A Step-by-Step Guide
With the release of DeepSeek R1, there is a buzz in the AI community. The open-source model offers some best-in-class performance across many metrics, even at par with state-of-the-art proprietary ...
marktechpost4d
Qwen AI Releases Qwen2.5-7B-Instruct-1M and Qwen2.5-14B-Instruct-1M: Allowing Deployment with Context Length up to 1M Tokens
The advancements in large language models (LLMs) have significantly enhanced natural language processing (NLP), enabling capabilities like contextual understanding, code generation, and reasoning.
marktechpost4d
Meet Open R1: The Full Open Reproduction of DeepSeek-R1, Challenging the Status Quo of Existing Proprietary LLMs
Open Source LLM development is going through great change through fully reproducing and open-sourcing DeepSeek-R1, including training data, scripts, etc. Hosted on Hugging Face’s platform, this ...
marktechpost4d
Autonomy-of-Experts (AoE): A Router-Free Paradigm for Efficient and Adaptive Mixture-of-Experts Models
Mixture-of-Experts (MoE) models utilize a router to allocate tokens to specific expert modules, activating only a subset of parameters, often leading to superior efficiency and performance compared to ...
marktechpost4d
Google DeepMind Introduces MONA: A Novel Machine Learning Framework to Mitigate Multi-Step Reward Hacking in Reinforcement Learning
Reinforcement learning (RL) focuses on enabling agents to learn optimal behaviors through reward-based training mechanisms. These methods have empowered systems to tackle increasingly complex tasks, ...
marktechpost4d
HAC++: Revolutionizing 3D Gaussian Splatting Through Advanced Compression Techniques
Novel view synthesis has witnessed significant advancements recently, with Neural Radiance Fields (NeRF) pioneering 3D representation techniques through neural rendering. While NeRF introduced ...