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Source channel @githubtrending · Post #15539 · Mar 5

#python#agent#llm#llm_agent#llm_reasoning#machine_learning_systems#mlsys#reinforcement_learning#rl AReaL is a free, open-source system for fast asynchronous reinforcement learning to train large AI models in math, coding, search, and agents. It decouples generation and training for up to 2.77x speedup, stable performance, and easy setup on single or 1000+ GPUs with algorithms like GRPO/PPO. Install via git/pip, run examples like GSM8K math instantly. You benefit by building top AI agents affordably and quickly, reproducing results with shared data/models, saving time/money vs. slow synchronous tools. https://github.com/inclusionAI/AReaL

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@githubtrending · Post #14660 · 05/01/2025, 04:00 PM

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#go#containers#cyclonedx#docker#go#golang#hacktoberfest#oci#sbom#spdx#static_analysis#tool Syft is a tool that helps create a list of all the software components used in your applications, known as a Software Bill of Materials (SBOM). This list is important for finding vulnerabilities and ensuring that your software complies with licensing rules. By using Syft, you can better manage your software's security and compliance. It works with many types of software and can be used with other tools like Grype to check for vulnerabilities. This helps keep your software safe and up-to-date. https://github.com/anchore/syft

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#go #containers #cyclonedx #docker #golang #hacktoberfest #oci #sbom #spdx #static_analysis #tool