[Feat] Add Reward Server examples#16
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Resync .agents/, .cursor/, guidance/, AGENTS.md and CLAUDE.md with the current code after plugin growth (9 trainers, 14 model adapters, 13 reward models). Fixes registry drift, wrong config/API facts and broken cross-references found in a full audit. - architecture.md/AGENTS.md: add diffusion-opd trainer, clap/imagebind/ geneval rewards, Bagel/LTX2 models; fix RationalRewards* class names - constraints.md: evaluate() is concrete (not abstract); index #28-29; paradigm (#7) and training-args (#16) lists; de-numbered line refs - philosophy.md: Accelerate (DDP/DeepSpeed ZeRO-1-2/FSDP) backend; fix #27 ref - guidance: scheduler.* config keys, real sample()/compute_advantages snippets, GenEval metadata convention, audio reward param, Bagel link - skills: model_name_or_path, default_target_modules, data.datasets, rewards-as-list, 9 trainers; CLAUDE.md imports AGENTS.md to avoid drift - topics/samplers.md: correct _resolve_sampler_type + AdvantageProcessor group_distributed paths; parity_testing set_scheduler_timesteps - hparams/model_args.py: model_type Literal now matches registry keys Co-authored-by: Cursor <cursoragent@cursor.com>
Jayce-Ping
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Jul 2, 2026
* Add remote reward server examples * Update guidance
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