Orchestra-Research/AI-Research-SKILLs
Skill Claude CodeCodex
Expert guidance for GRPO/RL fine-tuning with TRL for reasoning and task-specific model training.
17 tagged DPO, measured the same way as everything else here.
Browse within: GRPO 13fine-tuning 10RLHF 9HuggingFace 8PPO 8Post-Training 8TRL 6Axolotl 5LoRA 5QLoRA 5reinforcement-learning 5
Orchestra-Research/AI-Research-SKILLs
Skill Claude CodeCodex
Expert guidance for GRPO/RL fine-tuning with TRL for reasoning and task-specific model training.
Skill Claude CodeCodex
This skill should be used when users want to fine-tune language models or perform reinforcement learning (SFT, DPO, GRPO, ORPO, KTO, SimPO) using the highly optimized Unsloth library. Covers environment setup, LoRA patching, VRAM optimization, vision/multimodal fine-tuning, TTS, embedding training, and…
Skill Claude CodeCodex
Expert guidance for GRPO/RL fine-tuning with TRL for reasoning and task-specific model training.
Skill Claude CodeCodex
Patterns and constraints for tasks running as Hermes scheduled cron jobs. Covers restricted tools, output delivery, and proven workarounds.
Skill Claude CodeCodex
The /goal pattern: cron jobs that run until an objective condition is met, checked by an independent model (maker/checker split). Source: loop engineering framework by 0xCodez / Anthropic evaluator-optimizer pattern.
Skill Claude CodeCodex
Gate before creating any cron job: run the 4-condition test + 30-second checklist to determine if loop engineering is worth the token cost. Source: 0xCodez loop engineering framework (June 2026), Anthropic engineering docs, Addy Osmani.