LLM

The rapid growth of artificial intelligence has transformed how machines understand and generate human language. One of the most influential models in this transformation is GPT-2, developed by OpenAI and now widely available through Hugging Face under the repository openai-community/gpt2. Although newer and more powerful language models exist today, GPT-2 remains a foundational model that … Read more

Large Language Models (LLMs) have transformed the field of artificial intelligence by enabling machines to generate human-like text, perform reasoning tasks, and support zero-shot and few-shot learning. However, for many years, access to such powerful models was limited to a small number of well-funded organizations. To address this gap, Meta AI introduced OPT (Open Pre-Trained … Read more

In today’s digital era, organizations around the world deal with vast numbers of documents – PDFs, scanned images, reports, invoices and forms in multiple languages and formats. Extracting, understanding, and organizing this information efficiently has become a crucial challenge. Optical Character Recognition (OCR) has been a long-standing solution, but traditional OCR tools often struggle with … Read more

Artificial Intelligence and Machine Learning have become two of the most in-demand fields today, transforming industries such as healthcare, finance, retail, education and even entertainment. With new advancements happening every day, beginners often feel overwhelmed, confused about where to start and unsure of the correct learning sequence. This is exactly why a structured roadmap can … Read more

The demand for efficient and powerful large language models (LLMs) continues to rise as developers and researchers seek new ways to optimize reasoning, coding, and conversational AI performance. One of the most impressive open-source AI systems available today is Kimi K2 Thinking, created by Moonshot AI. Through collaboration with Unsloth, users can now fine-tune and … Read more

India is one of the most linguistically diverse countries in the world, home to over 1,600 languages and dialects. Yet, speech technology for most of these languages has historically lagged behind due to limited data and resources. While English and a handful of global languages have benefited immensely from advancements in automatic speech recognition (ASR), … Read more

The evolution of Automatic Speech Recognition (ASR) has reshaped how humans interact with technology. From dictation tools and live transcription to smart assistants and media captioning, ASR technology continues to bridge the gap between speech and digital communication. However, achieving real-time, high-accuracy transcription often comes at the cost of heavy computational requirements until now. Enter … Read more

Speech recognition has evolved rapidly over the past decade, transforming the way we interact with technology. From voice assistants to transcription services and real-time translation tools, the ability of machines to understand human speech has redefined accessibility, communication and automation. However, one of the major challenges that persisted for years was achieving robust, multilingual and … Read more