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Updated: 33 min 9 sec ago

Show HN: LLM Alignment Template – Aligning Language Models with Human Feedback

Sat, 11/23/2024 - 5:12am

Hey Hacker News!

I've been working on an open-source project called LLM Alignment Template, a comprehensive toolkit designed to help researchers, developers, and data scientists align large language models (LLMs) with human values using Reinforcement Learning from Human Feedback (RLHF).

What the project does:

Interactive Web Interface: Easily train models, visualize alignment metrics, and manage alignment with an accessible UI. Training with RLHF: Align models effectively to human preferences using feedback loops. Explainability: Built-in dashboards to help understand model behavior using SHAP-based explainability tools. Data Augmentation & Transfer Learning: Includes tools for advanced preprocessing and utilizes pre-trained models for improved performance. Scalable Deployment: Comes with Docker and Kubernetes setup to easily scale deployments. Key Features:

Unit tests and E2E tests for quality assurance Monitoring and centralized logging using Prometheus and the ELK stack Docker and Kubernetes deployment options for easy setup Modular training scripts for data augmentation, fine-tuning, and RLHF Why it might be interesting:

If you're looking to build an LLM solution and need a strong foundation, this template has all the core tools to get started. The project provides an end-to-end solution, from data augmentation to deployment, making it a great starting point for those interested in AI ethics and model alignment.

Comments URL: https://news.ycombinator.com/item?id=42220186

Points: 1

# Comments: 0

Categories: Hacker News

A 24-Hour International Women Centric Hackathon

Sat, 11/23/2024 - 4:52am

Article URL: https://rait-w.acm.org/tynet/

Comments URL: https://news.ycombinator.com/item?id=42220130

Points: 1

# Comments: 0

Categories: Hacker News

Emulation of SGI's IRIX Interactive Desktop

Sat, 11/23/2024 - 4:45am

Article URL: https://github.com/rhaleblian/pirix

Comments URL: https://news.ycombinator.com/item?id=42220098

Points: 1

# Comments: 0

Categories: Hacker News

SQLite's Use of Tcl

Sat, 11/23/2024 - 4:42am
Categories: Hacker News

Show HN: LLM Alignment Template – Aligning Language Models with Human Feedback

Sat, 11/23/2024 - 4:38am

I've been working on an open-source project called LLM Alignment Template, a comprehensive toolkit designed to help researchers, developers, and data scientists align large language models (LLMs) with human values using Reinforcement Learning from Human Feedback (RLHF).

Comments URL: https://news.ycombinator.com/item?id=42220064

Points: 1

# Comments: 0

Categories: Hacker News

An Anti-Slapp Victory

Sat, 11/23/2024 - 4:19am
Categories: Hacker News

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