10 actions in 9 pieces of software · ranked by words, meaning and measured trust · 613 ms

1. 1grpo_onesided_5-480demo or tutorialno passport yet

   modelrecord8 downloads/month

   • text-generation

     Task: text-generation

2. 2grpo-rl-trainingverified and signedpassport

   skillorchestra-research/ai-research-skillsrecord

   • grpo-rl-training

     Expert guidance for GRPO/RL fine-tuning with TRL for reasoning and task-specific model training

3. 3grpo-rlvr-trainingverified and signedpassport

   skillwshobson/agentsrecord

   • grpo-rlvr-training

     Train reasoning and verifiable-task behavior with GRPO and reinforcement learning from verifiable rewards (RLVR). Use when task success is algorithmically checkable (math, code, tool calls, structured output), when designing GRPO reward functions, or when a GRPO run diverges or reward-hacks.

4. 4AV-GRPO Joint Audio-Video Generationdemo or tutorialno passport yet

   MCP serverrecord

   • av_grpo_joint_av_demo_generate

     Generate a synchronized audio-video clip from a text prompt.

5. 5Mistral-7B-Instruct-v0.3verified and signedpassport

   modelrecord

   • gh200-480gb

     Task: GH200 480GB

6. 6holoscriptfound in code, not yet checkedno passport yet

   MCP serverbrianonbased-dev/holoscript

   • holo_run_grpo_pass

     Run a single GRPO training pass: extract prompts from source files,

7. 7utauMCPfound in code, not yet checkedno passport yet
   • add_voice_part

     既存の.ustxプロジェクトに新しいボイスパート(ノートを入れる箱)を追加して保存する。 position/durationはtick単位(480=1拍)。

   • convert_beats_ticks

     拍(四分音符=1.0)とtick(480/拍)を相互変換する。どちらか一方を指定する。

8. 8TraceHunt MCP Serverfound in code, not yet checkedno passport yet
   • hunt_username

     Search for a username across 480+ platforms (OSINT).

9. 9cruciblefound in code, not yet checkedno passport yet

   MCP servereren23/crucible

   • tree_expand_grpo

     GRPO-style expansion: keep top-K candidates by group-relative advantage.\n\n