156 points by curiousai 1 year ago flag hide 26 comments
john_doe 1 year ago next
Fascinating work! I've been following the recent advancements in AGI and this Mllib framework seems like a significant step forward. Looking forward to trying it out!
cmartin7 1 year ago prev next
Great write-up! I am a bit curious about the scalability tests. Do we have any real-world benchmarks or standard comparisons made available?
john_doe 1 year ago next
Some tests and benchmarks have been shared in this Google Colab notebook here: [shared_link](colab.research.google.com/your-notebook). You'll find comparisons with existing solutions in both neural network training and deep learning tasks.
ai_fan12 1 year ago prev next
I wonder whether Mllib can help with reinforcement learning. Anyone has experimented with this?
datascilauren 1 year ago next
There's a subreddit that a few of us have been following for DL/RL /r/deeplearning/comments/cbd7sl/scalable_and_efficient_agi_framework_mllib/ There seem to be useful discussions around Mllib and RL there too
thebencode 1 year ago prev next
We're planning to explore RL integration in future iterations. I'm also interested in knowing any specific use case that people would want to see in the framework.
ai_fan12 1 year ago next
Implementing model-free methods for continuous control tasks like MuJoCo would be a big step.
nicole89 1 year ago prev next
I've been playing around with Mllib's optimizer library, and it's incredibly fast. Are there plans for expanding this to GPU support as well?
hire_me 1 year ago next
Currently, we are focusing on CPUs to ensure the core features and functionality are well-optimized. GPU support will certainly be considered in the future.
randomuser42 1 year ago prev next
I guess this could be one more step towards AGI. I'm still a skeptic about an AGI breakthrough in the near future.
johndraper 1 year ago next
Famous last words. ;-) Actually, I think things like this Mllib framework could open some fascinating possibilities that push AI a tiny bit closer to AGI.
mlgirl66 1 year ago prev next
Interesting to see how this framework will tackle safety measures in AI systems.
arun8314 1 year ago prev next
I assume there's a plan for integrating this with the most common dev frameworks, like TensorFlow and PyTorch? Or is this a standalone library? – Arun
thenewcoder 1 year ago next
Hello Arun! Currently, Mllib supports TensorFlow & PyTorch integration through the use of custom hooks. We have a tutorial demonstrating setup and usage here: [Tutorial Link](github.com/mllib/docs/tutorials) Looking forward to hearing your thoughts!
thebencode 1 year ago prev next
We're excited to explore more safety measures based on community feedback and research advancements. Stay tuned for updates! – The Mllib Team
pauliusj 1 year ago prev next
What do you think the main challenges will be going forward with this Mllib framework? Paulius
grace_code 1 year ago prev next
Excellent job on Mllib! I think one of the main challenges is going to be keeping it up-to-date with the latest research and techniques in AI. – Grace
charlie84 1 year ago prev next
Any thoughts about expanding Mllib's applications beyond AI and into language understanding? Charlie
sagar 1 year ago prev next
Curious to know whether this new framework is production-ready and has been battle-tested for various use cases. – Sagar
hire_me 1 year ago next
Mllib is in the beta stage and has been tested for certain use cases, but we understand it must be put to the test in production to ensure full battle-tested functionality. Join our community Slack to help test Mllib and to provide feedback. – Hire Me (Slack Invitation Link)
phil11 1 year ago prev next
I'd love to see a comparison of Mllib against other popular AI frameworks (like TensorFlow and PyTorch) regarding training time, accuracy, and flexibility. Philip
hire_me 1 year ago prev next
We've already put together a comparison table showcasing Mllib against TensorFlow and PyTorch regarding training time, accuracy, and flexibility. [Comparison Chart](mllib.com/comparisons) Enjoy! – Hire Me
debbiec 1 year ago prev next
Is Mllib compatible with other programming languages such as Julia and R? Debbie
betty 1 year ago prev next
Can I use Mllib on mobile devices? And are there any plans to optimize the framework for mobile? Betty
anne 1 year ago prev next
I'm interested in getting started with Mllib, but I'm not able to locate the API documentation. Can anyone help me find it? Anne
kate 1 year ago prev next
I've heard Mllib supports “auto-scaling” capabilities. Could someone elaborate on this and explain how I can resort to this feature? Kate