anuj0456

6 ms·

1. 1.▲
   by anuj0456 13d ago

   the only way i am aware of is to cross check with what deployed on huggingface/transformers repo
2. 2.▲
   by anuj0456 13d ago

   yes, that is correct. after chinca came into picture the advancement in this field sky rockted
3. 3.▲
   by anuj0456 13d ago

   fixed
4. 4.▲
   by anuj0456 13d ago

   i will see what i can add here. contributions are welcome
5. 5.▲
   by anuj0456 13d ago

   thanks for pointing out. its a bug
6. 6.▲
   by anuj0456 13d ago

   Thanks for sharing
7. 7.▲
   by anuj0456 13d ago

   yes, most of them are similar. but implementation of GQA, MLA, mHC, Sliding Window changes the implementation drastically because of which the overall model effeciency changes.
8. 8.▲
   by anuj0456 13d ago

   yes. this is just raw implementation of the model arch as described in papers. for complete model training with back propogation we need training pipeline with optmizer and loss calculation.
9. 9.▲
   by anuj0456 13d ago

   will try my best, but open for contribution.
10. 10.▲
    by anuj0456 13d ago

    Thanks, Yes PyTorch is a framework largely used to create neural network models.
11. 11.▲
    OpenArch – PyTorch implementations of modern LLM architectures(github.com)

    139 points by anuj0456 14d ago|32 comments
12. 12.▲
    by anuj0456 14d ago

    I have been studying modern LLM architectures and started implementing them from scratch in PyTorch to better understand the design choices behind each model. OpenArch is a collection of these implementations, including Llama, Qwen, DeepSee
13. 13.▲
    ArXiv-Mcp-Server(github.com)

    1 points by anuj0456 1y ago|0 comments
14. 14.▲
    by anuj0456 2y ago

    Sure, we will add comparison matrices. this is helpful
15. 15.▲
    by anuj0456 2y ago

    thanks. this is helpful. will update the UI
16. 16.▲
    by anuj0456 2y ago

    the js was not mapped correctly. fixed now
17. 17.▲
    by anuj0456 2y ago

    Key Features Hierarchical Agent System: Manager/worker hierarchies, intelligent task routing, and specialized agent implementations Production Ready: Asynchronous processing, dynamic scaling, load balancing, and fault tolerance Advance
18. 18.▲
    by anuj0456 2y ago

    try again please.
19. 19.▲
    by anuj0456 2y ago

    Built for creating autonomous multi-agent systems with enterprise-ready features. It provides advanced orchestration capabilities for building AI applications that can scale.
20. 20.▲
    Show HN: PilottAI – A Python framework for building scalable multi-agent systems(pilottai.com)

    1 points by anuj0456 2y ago|11 comments
21. 21.▲
    Show HN: AiLert – Open-Source AI Newsletter Engine in Python(github.com)

    1 points by anuj0456 2y ago|0 comments