AI Powered World and Large Language Models(LLMs)

Large language models (LLMs) are rapidly transforming the way we interact with information and technology. These AI systems, trained on massive amounts of text data, are blurring the lines between human and machine communication.

AI-powered world:

• Chat with ease: LLMs power virtual assistants that understand your needs and answer 24/7.
• Translation on the fly: Break down language barriers with real-time translation powered by LLMs.
• Goodbye writer's block: LLMs spark creativity by generating ideas and writing different creative text formats.
• Effortless reports: LLMs summarize documents and generate reports, freeing up your time.
• AI muse strikes! Compose music with AI-generated lyrics or brainstorm story ideas with LLMs.
• Beware the bias: LLMs trained on biased data can perpetuate those biases in their outputs.
• Fact-check required: LLMs can generate misleading information, so verify what they tell you.
• Limited understanding: LLMs mimic human language, but true comprehension might be missing.

Compilation of some popular large language models (LLMs) across different companies.

Proprietary LLMs:

• Google: PaLM 2: Powerful LLM known for its capabilities in reasoning and generating different creative text formats. LaMDA: Focuses on dialogue applications, demonstrating some multimodality by incorporating conversation history.
• OpenAI: GPT-3 (and its variations like GPT-3.5 and GPT-4): Primarily text-based, but can be fine-tuned for tasks involving code or simple images.
• Anthropic AI: Claude 3 Family (Haiku, Sonnet, Opus): Varied capabilities based on model size, with a focus on safety and alignment.Choose Haiku for speed and affordability in basic tasks,Choose Sonnet for a good balance of power and cost for a wider range of tasks.,Choose Opus when you need the absolute best performance for complex and demanding applications.

Open-Source LLMs:

• Meta: Llama 2: Available in different sizes (7B, 13B, 70B parameters) for various tasks.
• LMSYS Org: Vicuna: Open-source LLM with multiple size options.
• Stability AI: Stable Beluga: Open-source LLM focused on creative text generation.
• AI21 Labs: Jurassic-1 Jumbo: Large open-source LLM known for good performance on question answering tasks.

Other Popular LLMs:

• Salesforce: Megatron-Turing NLG: Large generative LLM.
• Microsoft: Several LLMs used in Microsoft products.

( listed by Gemini , and can be used as a reference and may not be accurate)