CLAIRE Lab @EPFL

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1. quantile-reward-policy-optimizationquantile-reward-policy-optimizationPublic

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

   Python 30 2

2. RATRATPublic

   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. EvoTuneEvoTunePublic

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

   Python 142 12

4. no-representation-no-trustno-representation-no-trustPublic

   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 4

5. python-ml-research-templatepython-ml-research-templatePublic 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 119 9

6. StructuredFFNStructuredFFNPublic

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

   Python 20 3