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Multi-task optimization: per-type LR, gradient balancing, adaptive loss weighting
area:researchSurvey, literature review, ecosystem analysisSurvey, literature review, ecosystem analysisarea:trainingTraining pipeline, losses, RL, PEFT, training scriptsTraining pipeline, losses, RL, PEFT, training scriptsStatus: Open.#95 In Oaklight/krino;Experiment: MLP projector + per-component LR (frozen backbone done, LoRA pending)
area:researchSurvey, literature review, ecosystem analysisSurvey, literature review, ecosystem analysisarea:trainingTraining pipeline, losses, RL, PEFT, training scriptsTraining pipeline, losses, RL, PEFT, training scriptsStatus: Open.#93 In Oaklight/krino;CLM-8B: open-source System One model with contrastive training (Stanford/NVIDIA)
area:researchSurvey, literature review, ecosystem analysisSurvey, literature review, ecosystem analysisStatus: Open.#76 In Oaklight/krino;Literature review: LLM routing models and transferable calibration strategies
area:researchSurvey, literature review, ecosystem analysisSurvey, literature review, ecosystem analysisStatus: Open.#74 In Oaklight/krino;Epic: Training pipeline — supervised → multi-task → calibration → PEFT
area:trainingTraining pipeline, losses, RL, PEFT, training scriptsTraining pipeline, losses, RL, PEFT, training scriptsStatus: Open.#73 In Oaklight/krino;Web: interactive benchmark dashboard + live inference playground (GitHub Pages)
documentationImprovements or additions to documentationImprovements or additions to documentationenhancementNew feature or requestNew feature or requestStatus: Open.#63 In Oaklight/krino;Future: hybrid encoder-decoder decision model
area:modelDecision model replication (src, training, evaluation)Decision model replication (src, training, evaluation)area:researchSurvey, literature review, ecosystem analysisSurvey, literature review, ecosystem analysisdeferredFuture exploration, not on current roadmapFuture exploration, not on current roadmapStatus: Open.#60 In Oaklight/krino;Future: compact decision model (<10M params)
area:modelDecision model replication (src, training, evaluation)Decision model replication (src, training, evaluation)area:researchSurvey, literature review, ecosystem analysisSurvey, literature review, ecosystem analysisdeferredFuture exploration, not on current roadmapFuture exploration, not on current roadmapStatus: Open.#59 In Oaklight/krino;Step 3: Calibration training — losses + RLCD-style RL
area:modelDecision model replication (src, training, evaluation)Decision model replication (src, training, evaluation)area:trainingTraining pipeline, losses, RL, PEFT, training scriptsTraining pipeline, losses, RL, PEFT, training scriptsStatus: Open.#23 In Oaklight/krino;Epic: Decision model replication
area:modelDecision model replication (src, training, evaluation)Decision model replication (src, training, evaluation)area:researchSurvey, literature review, ecosystem analysisSurvey, literature review, ecosystem analysisStatus: Open.#19 In Oaklight/krino;