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MiniGPT-4 VS RedPajama

Compare MiniGPT-4 VS RedPajama and see what are their differences

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MiniGPT-4 logo MiniGPT-4

Minigpt-4

RedPajama logo RedPajama

RedPajama is a project to create a set of leading, fully open-source models. Today, we are excited to announce the completion of the first step of this project: the reproduction of the LLaMA training dataset of over 1.2 trillion tokens.
  • MiniGPT-4 Landing page
    Landing page //
    2023-04-26
  • RedPajama Landing page
    Landing page //
    2023-07-28

MiniGPT-4 features and specs

  • Reduced size
    MiniGPT-4 is a scaled-down version of GPT-4, which means it requires less computational resources for both deployment and usage, making it accessible to a broader audience.
  • Faster inference
    Due to its smaller size, MiniGPT-4 can deliver quicker response times compared to its larger counterpart, which is advantageous for real-time applications.
  • Cost-efficiency
    With reduced resource requirements, operating MiniGPT-4 can be more cost-effective both in cloud environments and on personal hardware.
  • Ease of integration
    MiniGPT-4 is generally easier to integrate into existing systems, especially for developers looking to incorporate AI capabilities without significant infrastructure overhaul.

Possible disadvantages of MiniGPT-4

  • Reduced performance
    Being a smaller model, MiniGPT-4 may not match the performance of the full GPT-4 model in terms of understanding complex queries and generating sophisticated responses.
  • Limited context
    MiniGPT-4 might have limitations in understanding and maintaining long contextual threads, leading to less coherence in extended conversations.
  • Lower accuracy
    Accuracy in results may be affected, especially in niche or highly specific tasks where the full capabilities of larger models like GPT-4 would be beneficial.
  • Potential for bias
    While efforts are made to minimize biases, the smaller dataset and model size can still lead to biased outputs, especially in controversial or sensitive topics.

RedPajama features and specs

No features have been listed yet.

MiniGPT-4 videos

+ Add

TRY AMAZING MiniGPT-4 NOW! Like GPT-4 That Can READ IMAGES!

RedPajama videos

+ Add

RedPajama - Llama is getting Open Source!

More videos:

  • Tutorial - Using RedPajama 3B Instruct LMM with Huggingface and LangChain Product review Collab Tutorial
  • Review - RedPajama: New Open-Source LLM Reproducing LLaMA Training Dataset of over 1.2 trillion tokens

Category Popularity

0-100% (relative to MiniGPT-4 and RedPajama)

MiniGPT-4

RedPajama

Utilities
74 74%
Utilities
26% 26
Communications
75 75%
Communications
25% 25
Large Language Model Tools
67 67%
Large Language Model Tools
33% 33
Developer Tools
100 100%
Developer Tools
0% 0

User comments

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Social recommendations and mentions

Based on our record, MiniGPT-4 should be more popular than RedPajama. It has been mentiond 8 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

MiniGPT-4 mentions (8)

  • Multimodal LLM for infographics images
    Isn't there only two open multimodal LLMs, LLaVA and mini-gpt4? Source: almost 2 years ago
  • Upload a photo of your meal and get roasted by ChatGPT
    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. Source: about 2 years ago
  • Upload a photo of your meal and get roasted by ChatGPT
    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. Source: about 2 years ago
  • Give some love to multi modal models trained on censored llama based models
    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. Source: about 2 years ago
  • Where can buy an openai account with GPT-4 access?
    Https://minigpt-4.github.io/ <-- free image recognition, although not powered by true GPT-4. Source: about 2 years ago
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RedPajama mentions (1)

  • How Open is Generative AI? Part 2
    RedPajama, initiated in 2022 by Together AI, a non-profit advocating AI democratization, playfully references LLaMA and the children’s book “Llama Llama Red Pajama”. - Source: dev.to / over 1 year ago

What are some alternatives?

When comparing MiniGPT-4 and RedPajama, you can also consider the following products

Haystack NLP Framework - Haystack is an open source NLP framework to build applications with Transformer models and LLMs.

ShareGPT - Easy sharing for ChatGPT conversations

LangChain - Framework for building applications with LLMs through composability

Mistral.ai - Frontier AI in your hands

Hugging Face - The AI community building the future. The platform where the machine learning community collaborates on models, datasets, and applications.

Jasper.ai - The Future of Writing Meet Jasper, your AI sidekick who creates amazing content fast!

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