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196196└── cli.py # Click CLI interface
197197```
198198
199+ ## See Also
200+
201+ Part of the ** stef41 LLM toolkit** — open-source tools for every stage of the LLM lifecycle:
202+
203+ | Project | What it does |
204+ | ---------| -------------|
205+ | [ tokonomics] ( https://github.com/stef41/tokonomics ) | Token counting & cost management for LLM APIs |
206+ | [ datacrux] ( https://github.com/stef41/datacrux ) | Training data quality — dedup, PII, contamination |
207+ | [ castwright] ( https://github.com/stef41/castwright ) | Synthetic instruction data generation |
208+ | [ datamix] ( https://github.com/stef41/datamix ) | Dataset mixing & curriculum optimization |
209+ | [ toksight] ( https://github.com/stef41/toksight ) | Tokenizer analysis & comparison |
210+ | [ trainpulse] ( https://github.com/stef41/trainpulse ) | Training health monitoring |
211+ | [ ckpt] ( https://github.com/stef41/ckpt ) | Checkpoint inspection, diffing & merging |
212+ | [ quantbench] ( https://github.com/stef41/quantbench ) | Quantization quality analysis |
213+ | [ infermark] ( https://github.com/stef41/infermark ) | Inference benchmarking |
214+ | [ vibesafe] ( https://github.com/stef41/vibesafe ) | AI-generated code safety scanner |
215+ | [ injectionguard] ( https://github.com/stef41/injectionguard ) | Prompt injection detection |
216+
199217## License
200218
201219Apache 2.0
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