MiniGPT-4 VS AgentGPT

I just think the tech has been out for so long it's not as big of a deal. Mini-Gpt4 has been out for 6 months! Of course the descriptions aren't exactly gpt-4 grade, but with mistral 7b being used as the language model instead of llama 7b, the reasoning ability will improve noticeably.

[1] https://github.com/Vision-CAIR/MiniGPT-4

Isn't there only two open multimodal LLMs, LLaVA and mini-gpt4?

For LLM visual instruction, you can use LLaVA, LaVIN, or MiniGPT-4.

Please read the rules before posting. If you want a model for visual instruction, use LLaVA, LaVIN, or MiniGPT-4.

So we use MiniGPT-4 for image parsing, and yep it does return a pretty detailed (albeit not always accurate) description of the photo. You can actually play around with it on Huggingface here.

We use MiniGPT-4 first to interpret the image and then pass the results onto GPT-4. Hopefully, once GPT-4 makes its multi-modal functionality available, we can do it all in one request.

But I would like to bring up that there are some multi models(llava, miniGPT-4) that are built based on censored llama based models like vicuna. I tried several multi modal models like llava, minigpt4 and blip2. Llava has very good captioning and question answering abilities and it is also much faster than the others(basically real time), though it has some hallucination issue.

AgentGPT was an early agent framework designed to create, configure, and deploy autonomous AI agents. It mostly relies on looping OpenAI's GPT models like GPT-3.5 and GPT-4. AgentGPT allows users to set a goal for the AI, which autonomously plans, executes, and refines strategies to achieve it. This platform allows for both web browser access and local operation via Docker, or server deployment.

There's a few tools out there like AgentGPT (https://github.com/reworkd/AgentGPT, although it's a more conversational interface), and (https://github.com/logspace-ai/langflow) and others. I think most developers definitely prefer a code-first interface though like a library but haven't found one that's great yet. We've used them in the past but didn't have the best experience so would love to hear if anyone has worked with a library they found really flexible.

17. AgentGPT

I saw a post earlier this week saying that they feel the outputs from ChatGPT have been declining, and a lot of people agreed. There are a good amount of quality AI chat alternatives out there besides ChatGPT and some even offer GPT-4 for free! Here's a list of alternative chatbots to try out (I've tried all of these not some bs list): Perplexity: "The first conversational search engine" (GPT-3.5 Free / GPT-4 Paid $20 a month) Bing: Microsoft's Chatbot with multimodal capabilities. (GPT-4 Free) Poe: Quora's AI app with multiple models (GPT-3.5 Free / GPT-4 free with 'limited access') AgentGPT: "Autonomous AI agent" Give one prompt and it will run continuously until finished. (GPT 3.5 Free / GPT-4 API access required) sign up for GPT-4 API waitlist here HuggingFace: Largest open source AI community find thousands of different open source projects (Free site) Ora: Access community LLM's or build your own (GPT-3.5 Free / GPT-4 Free) Direct link to free GPT-4 Inflection Pi: A personal AI chatbot (not meant for research purposes) (Free site) ... unsure what model I have seen conflicting information I believe it's GPT-3.5 Nat.dev: Use GPT-4 in playground and compare to other models (GPT-4 $5 credit fee) Merlin: Access GPT-4 chatbot in any browser (GPT-4 limited free plan / GPT-4 unlimited starting at $19 a month) These are all credible chatbots that have been running for months the majority do require email signups however. Hope this helps! **P.S.** If this was helpful and you want to keep ahead in the AI game, consider joining my free daily newsletter! Sent out every weekday at 9 a.m. sharp, it will keep you up-to-date on the ins and outs of generative AI technology, all over your morning cup of ☕️.

AgentGPT: "Autonomous AI agent" Give one prompt and it will run continuously until finished. (GPT 3.5 Free / GPT-4 API access required) sign up for GPT-4 API waitlist here