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1. llm_causal_reasoning llm_causal_reasoning Public

   Code for synthetic data generation, GRPO/DAPO/SFT training, and reasoning trace analysis to study algorithmic generalization of RL post-training.

   Jupyter Notebook

2. annotation annotation Public

   A library for collaboratively prompt engineering to annotate social media posts

   Python

3. batched_vocabulary_optimization batched_vocabulary_optimization Public

   Training UnigramLM style tokenizers jointly with Transformer task model

   Shell

4. dblm dblm Public

   Language models that condition on joint probability distributions, and interleave probabilistic inference with next-token prediction

   Python

5. regression-gradient-estimator regression-gradient-estimator Public

   Demo of using regression over perturbations to estimate gradient

   Python

6. cslm cslm Public

   Synthesizing code-switching data from a language model that was trained only on parallel or separate monolingual corpuses over two languages

   Shell