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# System-L Research

LLM pre-training, mid-training, and RL research, active since 2024, led by ShadOwO (previously known as ShadowLilac)

Focus: AI anime girl characters and streaming-optimized model development.

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## Research areas

- Continued pretraining around teaching LLMs VTuber/streamer/VRChat specific knowledge
- Reward models for character consistency and preference scoring
- Long-horizon RL around teaching LLMs to be first-person agents in videogames
- High quality low latency voice generation

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## Compute resources
The lab has access to the following compute resources. Additional compute is acquired via Lambda Cloud
- Nvidia GB10 (2x)
- i7-13700F, RTX 3090 (2x), 128gb RAM, 4TB
- 8TB Disk

> Models, datasets, and research artifacts published here are part of ongoing work in character-driven LLM development.