Back

Vansh Khandelwal

Full Stack Web Devel... • 20d

Small language models (SLMs) are compact NLP models optimized for edge devices (smartphones, IoT, embedded systems). With fewer parameters they enable faster, low‑latency on‑device inference, improving privacy by avoiding cloud transfers, reducing energy use and cloud costs, and enabling real‑time responses. Use cases include healthcare (summarizing records, assisting diagnoses), automotive voice systems, personalized retail recommendations, and adaptive education tools. Ongoing research promises better context and reasoning; challenges include limited training data and bias, so ethical tuning and domain adaptation are crucial. Organizations should adopt SLMs for efficient, private edge AI.

Reply
1
5

More like this

Recommendations from Medial

Vansh Khandelwal

Full Stack Web Devel... • 5m

Edge computing moves compute and storage closer to users—CDN PoPs, gateways or devices—reducing latency, bandwidth and improving resiliency. Gartner predicts ~75% of enterprise data will be created/processed outside traditional datacenters by 2025. T

See More
Reply
2

Banhishikha Ghosh

Hey I am on Medial • 1y

Edge AI and Edge Computing: Transforming Technology Edge AI and Edge Computing are revolutionizing how data is processed by enabling local computation on devices, minimizing reliance on centralized cloud servers. Edge computing processes data closer

See More
Reply
6
Image Description

Sandeep Prasad

Business Coach • 4m

Big Tech doubles down on India šŸ”„ US tech giants deepen AI investments: Google’s hub, Anthropic’s Bengaluru office plan, Qualcomm’s on‑device AI push with IndiaAI Mission. šŸ¤” Why It Matters – Capital, talent, and on‑device innovation pipelines stre

See More
1 Reply
6

Rahul Agarwal

Founder | Agentic AI... • 24d

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 ā€œthe future of AI agents.ā€

See More
Reply
1

Vansh Khandelwal

Full Stack Web Devel... • 1m

Agentic AI—systems that act autonomously, are context-aware and learn in real time—paired with small language models (SLMs) enables efficient, specialized automation. SLMs are lightweight, fast, fine-tunable for niche domains and accessible to smalle

See More
Reply
1
Image Description

SAI DEV

Building @ FounderGr... • 1m

š—¢š—½š—²š—»š—”š—œ š˜€š—¶š—“š—»š˜€ $šŸ­šŸ¬ š—•š—œš—Ÿš—Ÿš—œš—¢š—” š—”š—œ š—°š—µš—¶š—½ š—±š—²š—®š—¹ š˜„š—¶š˜š—µ š—–š—²š—æš—²š—Æš—æš—®š˜€ OpenAI has signed a multiyear agreement with AI chipmaker Cerebras to secure 750 megawatts of compute through 2028, to expand its infrastructure for real-t

See More
1 Reply
4
Image Description

Divyam Gupta

Building products, l... • 8m

Google Unveils AI Edge Gallery: On-Device Generative AI Without Internet Google has launched the AI Edge Gallery, an experimental app that brings cutting-edge Generative AI models directly to your Android device. Once a model is downloaded, all proc

See More
1 Reply
8

Somen Samanta

Software Engineer| B... • 8m

Hi, I'm Somen Samanta, a final-year Computer Science student with a strong foundation in Python, React, MERN stack, and Data Science, and hands-on experience in cloud infrastructure, automation, and scalable software systems. šŸ”§ Over the past few y

See More
Reply
1
4

Inactive

AprameyaAI • 1y

Meta has released Llama 3.1, the first frontier-level open source AI model, with features such as expanded context length to 128K, support for eight languages, and the introduction of Llama 3.1 405B. The model offers flexibility and control, enabli

See More
Reply
2
9
Image Description

Sandeep Prasad

Business Coach • 5m

šŸ”„ Government set to name ~8 Indian teams for foundational model incentives next week – second-round beneficiaries may include BharatGen; GPU access remains tight as only ~17,374 of planned 34,333 GPUs are installed so far. šŸ¤” Why It Matters – More

See More
Reply
5
1

Download the medial app to read full posts, comements and news.