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Top 10 llava Open-Source Projects
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LLaVA
[NeurIPS'23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond.
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SUPIR
SUPIR aims at developing Practical Algorithms for Photo-Realistic Image Restoration In the Wild
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
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multimodal-maestro
Effective prompting for Large Multimodal Models like GPT-4 Vision, LLaVA or CogVLM. π₯
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awesome-foundation-and-multimodal-models
ποΈ + π¬ + π§ = π€ Curated list of top foundation and multimodal models! [Paper + Code + Examples + Tutorials]
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ollama-ai
A Ruby gem for interacting with Ollama's API that allows you to run open source AI LLMs (Large Language Models) locally.
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WorkOS
The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
Project mention: Show HN: I Remade the Fake Google Gemini Demo, Except Using GPT-4 and It's Real | news.ycombinator.com | 2023-12-10Update: For anyone else facing the commercial use question on LLaVA - it is licensed under Apache 2.0. Can be used commercially with attribution: https://github.com/haotian-liu/LLaVA/blob/main/LICENSE
Current SOTA open source is I believe SUPIR (Example - https://replicate.com/p/okgiybdbnlcpu23suvqq6lufze), but it needs a lot of VRAM, or you can run it through replicate, or here's the repo (https://github.com/Fanghua-Yu/SUPIR)
Project mention: Show HN: Multimodal Maestro β Prompt tools for use with LMMs | news.ycombinator.com | 2023-11-29
Project mention: Show HN: I scraped 200M Shopify products to build a search engine | news.ycombinator.com | 2024-02-22I found some things on Github you could use, I'm not a dev myself and I'm not sure how scalable these are, but have a look, maybe there's something useful. https://github.com/jhc13/taggui
The category filtering is what I wanted to get at, I think the search would improve a lot.
Project mention: Embed arbitrary modalities (images, audio, documents, etc.) into LLMs | news.ycombinator.com | 2023-12-18
Project mention: Running Open-Source AI Models Locally with Ruby | news.ycombinator.com | 2024-02-05> Although thereβs no dedicated gem for Ollama yet
https://rubygems.org/gems/ollama-ai
https://github.com/gbaptista/ollama-ai
> A Ruby gem for interacting with Ollama's API that allows you to run open source AI LLMs (Large Language Models) locally
To be fair, this just depends on Faraday and wrap the http API - it still doesn't automate ollama install etc.
If you have a decent gpu (16gb+ vram) and are using Linux, then this tool I wrote some days ago might do the trick. (at least for googles recaptcha). Also, for now, you have to call the main.py every time you see a captcha on a site and you need the gui since I am only using vision via Screenshots, no HTML or similar. (Sorry that it's not yet that well optimized. I am currently very busy with lots of other things, but next week I should have time to improve this further. But it should still work for basic scraping.) https://github.com/notune/captcha-solver/
Project mention: Exploring Image Classification with Multimodal LLMs | news.ycombinator.com | 2024-01-17
Concept Modeling Techniques: the built-in concept modeling technique in this walkthrough uses GPT-4V and some light prompting to identify each cluster's core concept. This is but one way to approach an open-ended problem. Try using image captioning and topic modeling, or create your own technique!
llava related posts
- Compressing Images with Neural Networks
- SUPIR Full Tutorial + 1 Click 12GB VRAM Windows & RunPod / Linux Installer + Batch Upscale + Comparison With Magnific
- Show HN: I Remade the Fake Google Gemini Demo, Except Using GPT-4 and It's Real
- Llamafile lets you distribute and run LLMs with a single file
- LLaVA: Visual Instruction Tuning: Large Language-and-Vision Assistant
- LLaVA gguf/ggml version
- Ai trained on photos
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A note from our sponsor - WorkOS
workos.com | 29 Apr 2024
Index
What are some of the best open-source llava projects? This list will help you:
Project | Stars | |
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1 | LLaVA | 16,101 |
2 | SUPIR | 3,359 |
3 | multimodal-maestro | 942 |
4 | awesome-foundation-and-multimodal-models | 509 |
5 | taggui | 305 |
6 | multi_token | 136 |
7 | ollama-ai | 85 |
8 | captcha-solver | 61 |
9 | LLM-Image-Classification | 13 |
10 | fiftyone-image-captioning-plugin | 5 |
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