pre-flight-checks

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Aravind0403 / transight

TrainSight: Sub-millisecond pre-flight LLM dataset profiler predicting HBM OOM crashes, padding waste, and attention entropy dispersion before GPU allocation. Built on the Two-Factor Law of LLM Compute.

python benchmarking transformers data-quality gpu-optimization sft dpo huggingface data-centric-ai llm vllm llm-training kubernetes-init-container grpo pre-flight-checks

Updated Aug 4, 2026
Python

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