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site_name: RoseLLM
site_description: A source-cited LLM learning repository and executable systems lab
site_url: https://www.wineandchord.com/rosellm/
repo_url: https://github.com/chtho-like/rosellm
repo_name: chtho-like/rosellm
docs_dir: docs
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nav:
- Home: index.md
- Learning Roadmap: learning-roadmap.md
- Glossary: glossary.md
- Research Standard: research-method.md
- Documentation Quality: documentation-quality.md
- Model Training Token Ledger: model-training-token-ledger.md
- DeepSeek Release Timeline: deepseek-release-timeline.md
- Model Evaluation and Reliability:
- Reliability and Factuality Map: evaluation/index.md
- LLM Hallucination and Mitigation: evaluation/hallucination.md
- Disclosed Vendor Practices: evaluation/hallucination-vendors.md
- Evaluation and Production Operations: evaluation/hallucination-operations.md
- Instruction Following and Steerability:
- Overview, Benchmarks, and GPT vs DeepSeek: evaluation/instruction-following.md
- Improvement Method Map: evaluation/instruction-following-methods.md
- Disclosed Vendor Practices: evaluation/instruction-following-vendors.md
- Evaluation and Production Operations: evaluation/instruction-following-operations.md
- Coding-Agent Systems:
- Architecture and Evidence Map: coding-agents/index.md
- Reasonix History and System Comparison: coding-agents/reasonix.md
- Multimodal Foundation Models:
- Architecture and Evidence Map: multimodal/index.md
- Representation, Fusion, and Native Multimodality: multimodal/architecture.md
- Kimi Model Lineage and Native Vision: multimodal/kimi.md
- Kimi K3 Architecture and Systems: multimodal/kimi-k3.md
- DeepSeek VL, Janus, and OCR: multimodal/deepseek.md
- LLM-Centered Image Generation: multimodal/generation.md
- Agentic Reinforcement Learning:
- Curriculum and Knowledge Map: agentic-rl/index.md
- Must-Read Syllabus and Priorities: agentic-rl/reading-list.md
- Terminology and Boundaries: agentic-rl/terminology.md
- Long-Horizon Task Capability: agentic-rl/long-horizon-capability.md
- Historical Development: agentic-rl/history.md
- Mathematical Foundations: agentic-rl/mathematical-foundations.md
- Step-by-Step Derivations and Code: agentic-rl/derivations-and-code.md
- Algorithms: agentic-rl/algorithms.md
- Data and Environments: agentic-rl/data-and-environments.md
- End-to-End Training Pipeline: agentic-rl/training-pipeline.md
- Systems and Infrastructure: agentic-rl/systems.md
- Evaluation and Safety: agentic-rl/evaluation-and-safety.md
- Source-Level Lab: agentic-rl/source-lab.md
- Frontier-Lab Case Studies:
- Evidence Matrix: agentic-rl/case-studies/index.md
- DeepSeek: agentic-rl/case-studies/deepseek.md
- Zhipu GLM: agentic-rl/case-studies/glm.md
- Moonshot Kimi: agentic-rl/case-studies/kimi.md
- OpenAI, Anthropic, and Google DeepMind: agentic-rl/case-studies/openai-anthropic-google.md
- Qwen, Meta, and Mistral: agentic-rl/case-studies/qwen-meta-mistral.md
- Open Industry and Community: agentic-rl/case-studies/open-industry-and-community.md
- Annotated Bibliography: agentic-rl/bibliography.md