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UnfoldAI magazine

Simeon Emanuilov

Practical insights on building production-ready ML systems and evaluating emerging AI models, combining deep technical analysis with hands-on implementation strategies.

Platform
Substack
PricingOnly free issuesPublishesDaily
Issues135SubscribersRead unfoldai.substack.com

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Latest Issues

Recent posts by this newsletter. Browse the email archive.

Reasoning model in a non-English language using GRPO trainer (TRL) and Unsloth

This weekend, I decided to perform a short test on the Group Relative Policy Optimization (GRPO) technique, introduced in DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.

10 months ago
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DeepSeek-R1

In this article, I will explore how DeepSeek-R1 achieves reasoning capabilities comparable to OpenAI’s closed models using reinforcement learning and innovative distillation techniques. This short analysis examines the model’s architecture,...

10 months ago
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Kokoro-82M

Kokoro-82M is a new text-to-speech (TTS) model, delivering exceptional performance with only 82 million parameters.

10 months ago
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Authors

The writers behind this newsletter.

  • Simeon Emanuilov

    Software Engineer & Ph.D. candidate | Specializing in ML/DL system development & applying AI to solve real-world business problems.

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