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Top 5 Python in-context-learning Projects
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Here’s another one - it’s older but has some interesting charts and graphs.
https://arxiv.org/abs/2303.18223
Project mention: Are there any multimodal AI models I can use to provide a paired text *and* image input, to then generate an expanded descriptive text output? [D] | /r/MachineLearning | 2023-07-05Maybe the recent OpenFlamingo gives you better results (they have a demo on HF).
Project mention: Show HN: Emu2 – A Gemini-like open-source 37B Multimodal Model | news.ycombinator.com | 2023-12-21I'm excited to introduce Emu2, the latest generative multimodal model developed by the Beijing Academy of Artificial Intelligence (BAAI). Emu2 is an open-source initiative that reflects BAAI's commitment to fostering open, secure, and responsible AI research. It's designed to enhance AI's proficiency in handling tasks across various modalities with minimal examples and straightforward instructions.
Emu2 has demonstrated superior performance over other large-scale models like Flamingo-80B in few-shot multimodal understanding tasks. It serves as a versatile base model for developers, providing a flexible platform for crafting specialized multimodal applications.
Key features of Emu2 include:
- A more streamlined modeling framework than its predecessor, Emu.
- A decoder capable of reconstructing images from the encoder's semantic space.
- An expansion to 37 billion parameters, boosting both capabilities and generalization.
BAAI has also released fine-tuned versions, Emu2-Chat for visual understanding and Emu2-Gen for visual generation, which stand as some of the most powerful open-source models available today.
Here are the resources for those interested in exploring or contributing to Emu2:
- Project: https://baaivision.github.io/emu2/
- Model: https://huggingface.co/BAAI/Emu2
- Code: https://github.com/baaivision/Emu/tree/main/Emu2
- Demo: https://huggingface.co/spaces/BAAI/Emu2
- Paper: https://arxiv.org/abs/2312.13286
We're eager to see how the HN community engages with Emu2 and we welcome your feedback to help us improve. Let's collaborate to push the boundaries of multimodal AI!
NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
Python in-context-learning related posts
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Show HN: Emu2 – A Gemini-like open-source 37B Multimodal Model
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Share your favorite materials: intersection of LLMs and business applications
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Are there any multimodal AI models I can use to provide a paired text *and* image input, to then generate an expanded descriptive text output? [D]
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[D] Multi modal for visual qna based on a given image. Need suggestions.
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Open Flamingo: An open-source framework for training large multimodal models
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A note from our sponsor - InfluxDB
www.influxdata.com | 10 May 2024
Index
What are some of the best open-source in-context-learning projects in Python? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | LLMSurvey | 8,902 |
| 2 | open_flamingo | 3,486 |
| 3 | Painter | 2,428 |
| 4 | Emu | 1,505 |
| 5 | icl-ceil | 81 |
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