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1. LLM-system-project LLM-system-project Public

   Transformer Systems Engineering Project: from-scratch LM + Triton FlashAttention + bucketed overlapped DDP, with reproducible benchmarks; Ref. Stanford cs336 assignments.

   HTML 1

2. Local-Conformal-Prediction-Torch Local-Conformal-Prediction-Torch Public

   Local-Conformal-Prediction-Torch is a PyTorch-compatible library implementing Local Conformal Prediction (LCP) with neural kernel quantile estimation.

   Python 1

3. MPI-SGD MPI-SGD Public

   A Parallelized Stochastic Gradient Descent optimizer implemented with MPI4PY for muti-machine model training.

   Python

4. DSA5207FP-Reverse-Curse-Group15 DSA5207FP-Reverse-Curse-Group15 Public

   Reproduce "LLM Reversal Curse" paper on the SOTA models and benchmarking two ways finetuning.

   Jupyter Notebook