Video-LLaMA
[EMNLP 2023 Demo] Video-LLaMA: An Instruction-tuned Audio-Visual Language Model for Video Understanding (by DAMO-NLP-SG)
Otter
🦦 Otter, a multi-modal model based on OpenFlamingo (open-sourced version of DeepMind's Flamingo), trained on MIMIC-IT and showcasing improved instruction-following and in-context learning ability. (by Luodian)
| Video-LLaMA | Otter | |
|---|---|---|
| 8 | 4 | |
| 2,455 | 3,463 | |
| 5.8% | - | |
| 6.6 | 9.1 | |
| 5 days ago | 2 months ago | |
| Python | Python | |
| BSD 3-clause "New" or "Revised" License | MIT License |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Video-LLaMA
Posts with mentions or reviews of Video-LLaMA.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-06-15.
- Video-LLaMA: An Instruction-tuned Audio-Visual Language Model for Video Understanding
-
OpenAI vs Google, Detect ChatGPT Content with 99% accuracy, Navigating AI compute costs
👀 Video-LLaMA - Empower large language models with video and audio understanding capability. (link) 🦦 Otter - Multi-modal model with improved instruction-following and in-context learning ability. 🔗 Linkly.AI - AI-powered lead analytics and management platform that helps you track, analyze, and streamline your leads in one place. 🎬 Jet Cut Ready - AI plugin for Adobe Premiere Pro that automatically removes silent parts in videos. (link) 💬 HeyGen's ChatGPT Plugin - Convert text into high-quality videos using AI text and video generation.
- Video-LLaMA: Instruction-Tuned Audio-Visual Lang Model for Video Understanding
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Unleash the Power of Video-LLaMA: Revolutionizing Language Models with Video and Audio Understanding!
Prepare to be blown away by the cutting-edge Video-LLaMA project! We're pushing the boundaries of language models by equipping them with the remarkable ability to comprehend video and audio. Get ready for an extraordinary adventure! 🌟
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Video-LLaMA An Instruction-tuned Audio-Visual Language Model for Video Understanding
Source Code: The codebase for pre-training and fine-tuning the Video-LLaMA model as well as the model weights are available on GitHub: https://github.com/DAMO-NLP-SG/Video-LLaMA
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Video-ChatGPT: Redefining Interactions with Visual Data
Tons of cool stuff happening in the space, also recently saw the LLaMa-Video version of this - https://github.com/DAMO-NLP-SG/Video-LLaMA
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Meet Video-LLaMA: A Multi-Modal Framework that Empowers Large Language Models (LLMs) with the Capability of Understanding both Visual and Auditory Content in the Video
Code: https://github.com/DAMO-NLP-SG/Video-LLaMA
Otter
Posts with mentions or reviews of Otter.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-06-15.
-
OpenAI vs Google, Detect ChatGPT Content with 99% accuracy, Navigating AI compute costs
👀 Video-LLaMA - Empower large language models with video and audio understanding capability. (link) 🦦 Otter - Multi-modal model with improved instruction-following and in-context learning ability. 🔗 Linkly.AI - AI-powered lead analytics and management platform that helps you track, analyze, and streamline your leads in one place. 🎬 Jet Cut Ready - AI plugin for Adobe Premiere Pro that automatically removes silent parts in videos. (link) 💬 HeyGen's ChatGPT Plugin - Convert text into high-quality videos using AI text and video generation.
- Multimodal models and "active" learning
- Otter: A Multi-Modal Model with In-Context Instruction Tuning
-
Otter is a multi-modal model developed on OpenFlamingo (open-sourced version of DeepMind's Flamingo), trained on a dataset of multi-modal instruction-response pairs. Otter demonstrates remarkable proficiency in multi-modal perception, reasoning, and in-context learning.
GitHub repo includes HuggingFace links to the model: https://github.com/Luodian/Otter
What are some alternatives?
When comparing Video-LLaMA and Otter you can also consider the following projects:
mPLUG-Owl - mPLUG-Owl & mPLUG-Owl2: Modularized Multimodal Large Language Model
LLaMA-Adapter - [ICLR 2024] Fine-tuning LLaMA to follow Instructions within 1 Hour and 1.2M Parameters
NExT-GPT - Code and models for NExT-GPT: Any-to-Any Multimodal Large Language Model
LLaVA - [NeurIPS'23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond.
Sophia - Effortless plugin and play Optimizer to cut model training costs by 50%. New optimizer that is 2x faster than Adam on LLMs.
Chinese-LLaMA-Alpaca - ä¸æ–‡LLaMA&Alpaca大è¯è¨€æ¨¡åž‹+本地CPU/GPUè®ç»ƒéƒ¨ç½² (Chinese LLaMA & Alpaca LLMs)
Awesome-Multimodal-Large-Language-Models - :sparkles::sparkles:Latest Papers and Datasets on Multimodal Large Language Models, and Their Evaluation.
MiniGPT-4-discord-bot - A true multimodal LLaMA derivative -- on Discord!
LinkedInGPT - Skynet
squeezelite-esp32 - ESP32 Music streaming based on Squeezelite, with support for multi-room sync, AirPlay, Bluetooth, Hardware buttons, display and more
nheko - Desktop client for Matrix using Qt and C++20.
Video-LLaMA vs mPLUG-Owl
Otter vs LLaMA-Adapter
Video-LLaMA vs NExT-GPT
Otter vs NExT-GPT
Video-LLaMA vs LLaVA
Otter vs Sophia
Video-LLaMA vs Chinese-LLaMA-Alpaca
Otter vs Awesome-Multimodal-Large-Language-Models
Video-LLaMA vs MiniGPT-4-discord-bot
Otter vs LinkedInGPT
Otter vs squeezelite-esp32
Otter vs nheko