Founder | Agentic AI...ย โขย 21d
Small Language Models are set to transform AI agents-but only if implemented the right way. By 2027, Gartner predicts task-specific SLMs will be used three times more than general-purpose LLMs. NVIDIA agrees, calling them โthe future of AI agents.โ What are SLMs? Lightweight transformer models with millions to low billions of parameters. They prioritize speed, efficiency, and lower memory use over broad generalization. Why companies adopt SLMs: * Privacy-focused on-prem solutions * Cost-effective for high-volume tasks * Easily fine-tuned for specialized applications Optimizing SLMs in AI agents: * Intelligent Routing: Simple tasks to SLMs, complex ones to LLMs * Pipeline Collaboration: SLMs preprocess, LLMs refine * Parallel Verification: SLMs draft while LLMs verify * Conditional Activation: Escalate only when confidence is low Whoโs using them: Uber, OpenAI, Microsoft leverage SLMs for faster, specialized AI pipelines. Follow me for more such content on AI!
Hey I am on Medialย โขย 2y
1. Are you familiar with AI agents and their capability to automate various tasks traditionally performed by humans? 2. What level of computational resources do you think AI agents typically require to effectively automate tasks, and how do you perc
See MoreFull Stack Web Devel...ย โขย 1m
Agentic AIโsystems that act autonomously, are context-aware and learn in real timeโpaired with small language models (SLMs) enables efficient, specialized automation. SLMs are lightweight, fast, fine-tunable for niche domains and accessible to smalle
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Hey I am on Medialย โขย 11m
make ai agents without writing single line of code Microsoft AutoGen: Advancing AI Agent Collaboration Microsoft's AutoGen is an open-source framework designed to simplify the creation of multi-agent systems using large language models (LLMs). It a
See MoreThe Way I See Itย โขย 1y
Sarvam AI: Empowering Indian Languages with AI Sarvam AI, co-founded by Vivek Raghavan and Pratyush Kumar, focuses on building AI that caters to Indiaโs linguistic diversity. Their Indic Voice Large Language Models (LLMs) allocate 40% of their token
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Full Stack Web Devel...ย โขย 17d
Small language models (SLMs) are compact NLP models optimized for edge devices (smartphones, IoT, embedded systems). With fewer parameters they enable faster, lowโlatency onโdevice inference, improving privacy by avoiding cloud transfers, reducing en
See MoreBuilding Reviv | Ent...ย โขย 1y
WHAT ARE AI AGENTS ? AI agents are software programs that use artificial intelligence to interact with their environment, collect data, and perform tasks. They can be programmed to achieve specific goals, and they can learn from their experiences.
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Founder | Agentic AI...ย โขย 1m
8 common LLM types used in modern agent systems. 1) GPT (Generative Pretrained Transformer) Core model for many agents, strong in language understanding, generation, and instruction following. 2) MoE (Mixture of Experts) Routes tasks to specialized
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