CLAIRE Lab @EPFL

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1. quantile-reward-policy-optimization quantile-reward-policy-optimization Public

   Official codebase for "Quantile Reward Policy Optimization: Alignment with Pointwise Regression and Exact Partition Functions" (Matrenok et al. 2025).

   Python 30 2

2. RAT RAT Public

   Official code for the NeurIPS25 paper "RAT: Bridging RNN Efficiencyand Attention Accuracy in Language Modeling" (https://arxiv.org/abs/2507.04416))

   Python 26 3

3. EvoTune EvoTune Public

   Efficiently discovering algorithms via LLMs with evolutionary search and reinforcement learning.

   Python 144 12

4. no-representation-no-trust no-representation-no-trust Public

   Codebase to fully reproduce the results of "No Representation, No Trust: Connecting Representation, Collapse, and Trust Issues in PPO" (Moalla et al. 2024). Uses TorchRL and provides extensive tool…

   Python 34 5

5. python-ml-research-template python-ml-research-template Public template

   A template for starting reproducible Python machine-learning projects with hardware acceleration. Find an example at https://github.com/CLAIRE-Labo/no-representation-no-trust

   Shell 121 9

6. StructuredFFN StructuredFFN Public

   The official code of "Building on Efficient Foundations: Effectively Training LLMs with Structured Feedforward Layers"

   Python 20 3