Whether you’re a writer, researcher, or entrepreneur, Large Language Models can be a game-changer for your work. But with so many models available, it’s essential to choose the right one for your specific use case. In this post, we’ll delve into the LLMs offered by PerplexityAI, Youchat, and Groq Cloud, and provide guidance on selecting the best model for your needs.
चाहे आप एक लेखक, शोधकर्ता या उद्यमी हों, बड़े भाषा मॉडल आपके काम के लिए एक गेम-चेंजर हो सकते हैं। लेकिन इतने सारे मॉडल उपलब्ध होने के साथ, अपने विशिष्ट उपयोग के मामले के लिए सही मॉडल चुनना आवश्यक है। इस पोस्ट में, हम PerplexityAI, Youchat और Groq Cloud द्वारा पेश किए गए बड़े भाषा मॉडल में गोता लगाएंगे और आपके लिए सबसे अच्छा मॉडल चुनने में मार्गदर्शन प्रदान करेंगे।
Introduction
In recent years, Large Language Models (LLMs) have revolutionized the way we interact with technology. From chatbots to writing assistants, LLMs have become an essential tool for many industries. However, with so many models available, it can be overwhelming to choose the right one for your specific use case. In this post, we’ll explore the LLMs offered by PerplexityAI, Youchat, and Groq Cloud, and provide guidance on selecting the best model for your needs.
To find an answer for myself, I asked a LLM itself the following question:
I am confused with the different models for LLMs. How can I get clarity on these models and what is their best suitability for my desired use cases?
I elaborated my query further with the following explanation: My main use case for LLM will be using it as an assistant for my writing projects. So, mostly text around fiction or non-fiction subjects. Something that may require ideation for world building or research for non-fiction. Including references, internet search if any. For these main use cases, do you still think that either of the three machines in their base case would prove inadequate?
Here is the list of LLMs that I have tested so far.
| LLM Provider | LLM Models |
|---|---|
| PerplexityAI API | mixtral-8x7b-instruct, sonar-small-chat, sonar-small-online, sonar-medium-online, sonar-medium-chat, llama-3-8b-instruct, llama-3-70b-instruct, codellama-70b-instruct, mistral-7b-instruct, mixtral-8x22b-instruct |
| Youchat | GPT-4o, CPT-4 Turbo, GPT-4, Claude 3 Opus, Claude 3 Sonner, Claude 3 Haiku, Claude 2, Llama 3, Gemini 1.5 Flash, Gemini 1.5 Pro, Gemini 1.0 Pro, Command R, Command R+, Dolphin 2.5 |
| Perplexity Account | Sonar Large 32K (in addition to Claude3 and GPT4o) |
| Groq Cloud | gemma-7b-it, llama3-7b-8192, llama3-8b-8192, mixtral-8x7b-32768 |
LLM : Large Language Models
Navigating the World of LLMs: Response from LLM
I used the Linux client for AnythingLLM app, and the PerplexityAI API. The model used was: llama-3-70b-instruct
A. Stock Market research – company analysis, financial report study. Mutual Funds, Bonds, Share, commodity market in India.
Recommended: models that are strong in research, analysis, and data processing. Suitable Models:
- PerplexityAI API:
llama-3-8b-instructorllama-3-70b-instruct - Youchat:
GPT-4oorGPT-4 - Perplexity Account:
Sonar Large 32K - Groq Cloud:
Llama3-7b-8192orLlama3-8b-8192(both are suitable for research and analysis tasks)
B. Starting a new blog and youtube channel on Insurance.
Recommended: Models that are strong in content creation, writing, and communication. Here are some suitable models:
- PerplexityAI API:
mistral-7b-instruct - Youchat:
Claude 3 OpusorClaude 3 Sonner - Perplexity Account:
Sonar Large 32K - Groq Cloud:
Mixtral-8x7b-32768(this model can help with creative content creation)
C. Setting up a business as an Authorpreneur.
Recommend models that are strong in writing, creativity, and business-related tasks.Examples
- PerplexityAI API:
mixtral-8x7b-instructormixtral-8x22b-instruct - Youchat:
Llama 3orGemini 1.5 Flash - Perplexity Account:
Sonar Large 32K - Groq Cloud:
Mixtral-8x7b-32768(this model can help with creative writing and business-related tasks)
D. For an existing podcasting business with over 1,000 episodes, how to revamp the business with new languages, new podcasts.
Recommend models that are strong in content creation, writing, and language translation. Suitable Models:
- PerplexityAI API:
llama-3-8b-instructorllama-3-70b-instruct - Youchat:
GPT-4oorGPT-4 - Perplexity Account:
Sonar Large 32K - Groq Cloud:
Llama3-7b-8192orLlama3-8b-8192(both are suitable for content creation and language translation tasks)
These are just recommendations, and you may need to experiment with different models to find the best fit for your specific use case.
Conclusion: Navigating the World of LLMs
Selecting the right Large Language Model for your use case can be a daunting task. However, by understanding the strengths and weaknesses of each model, you can unlock the full potential of LLMs and take your work to the next level. Whether you’re looking to improve your writing, accelerate your research, or boost your business, there’s an LLM out there that can help. Take the first step today and explore the world of LLMs offered by PerplexityAI, Youchat, and Groq Cloud.
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