thinkingmachines/Inkling-Small
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🏗️ Building on HF
Vinh Nguyen
vinhnx90
AI & ML interests
Learning by doing
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Anatomy of a Frontier Lab Agent Intrusion: A Technical Timeline of the July 2026 Incident reacted to FredyRivera-dev's post with 🚀 3 days ago
We wrote a full technical guide on how to train a bilingual (ES/EN) LLM from scratch: TinyQwen.
Covers:
- Hybrid architecture based on Qwen3.5
- Pre-training with 15B tokens
- Cost benchmark between H200 and B200
- Post-training with SFT + LoRA
- Full code and data, open source
With ~$11 of compute on an H200 we ran an initial training run, enough to validate the full architecture and pipeline.
Blog post: https://aquiles-ai.vercel.app/blog/tinyqwen-from-scratch
Technical feedback welcome, especially from anyone looking to replicate the pipeline with more compute.Organizations
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