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1. dpo-preference-alignment-lab dpo-preference-alignment-lab Public

   Systematic comparison of DPO, IPO, KTO, and ORPO alignment methods

   Python

2. edge-deploy-small-model-demo edge-deploy-small-model-demo Public

   Edge deployment pipeline — GGUF, ONNX, ExecuTorch quantization and benchmarking

   Python

3. interpretable-budget-optimizer interpretable-budget-optimizer Public

   Constrained nonlinear budget optimization with Hill saturation, dual variables, and LFM-powered explanations

   Python

4. lfm-enterprise-text-posttraining lfm-enterprise-text-posttraining Public

   Complete three-stage post-training pipeline: SFT → DPO (β=5.0) → Model Merging for LFM2.5

   Python 1

5. mmm-causal-explainer-agent mmm-causal-explainer-agent Public

   Agentic causal inference system for Marketing Mix Model explanation — powered by LFM2.5

   Python

6. small-model-rl-verifier-loop small-model-rl-verifier-loop Public

   GRPO reinforcement learning with verifiable rewards for sub-2B models

   Python