10 actions in 9 pieces of software · ranked by words, meaning and measured trust · 689 ms

1. 1testing-qwen3-moeverified and signedpassport

   modelrecord16,818 downloads/month

   • text-generation

     Task: text-generation

2. 2qwen3-vl-moeverified and signedpassport

   modelrecord14,087 downloads/month

   • image-text-to-text

     Task: image-text-to-text

3. 3nemo-mbridge-perf-moe-vlm-trainingverified and signedpassport

   skillnvidia/skillsrecord

   • nemo-mbridge-perf-moe-vlm-training

     Practical guidance for training MoE VLMs in Megatron Bridge. Compares FSDP and 3D-parallel approaches, using rounded lessons from Qwen3-VL, Qwen3-Next, and other multimodal experiments.

4. 4nemo-mbridge-perf-moe-long-contextverified and signedpassport

   skillnvidia/skillsrecord

   • nemo-mbridge-perf-moe-long-context

     Long-context MoE training guidance for Megatron Bridge. Covers CP sizing, selective recompute, dispatcher choices, and practical patterns from DSV3, Qwen3, and Qwen3-Next long-context experiments.

5. 5nemo-mbridge-perf-moe-dispatcher-selectionverified and signedpassport

   skillnvidia/skillsrecord

   • nemo-mbridge-perf-moe-dispatcher-selection

     Choose the right MoE token dispatcher (`alltoall`, DeepEP, or HybridEP) for the hardware, EP degree, and optimization stage. Summarizes patterns from DSV3, Qwen3, Qwen3-Next, and VLM bring-up work.

6. 6qwen/qwen3-235b-a22b-instruct-2507verified and signedpassport

   modelrecord

   • qwen/qwen3-235b-a22b-instruct-2507

     Updated Qwen3 model for instruction following

7. 7prunaai/qwen3-32bverified and signedpassport

   modelrecord

   • prunaai/qwen3-32b

     A 2x faster qwen 3 model through pruna oss

8. 8qwen/qwen3-ttsverified and signedpassport

   modelrecord

   • qwen/qwen3-tts

     A unified Text-to-Speech demo featuring three powerful modes: Voice, Clone and Design

9. 9Qwen3 MCP Serverfound in code, not yet checkedno passport yet

   MCP servermarduk191/qwen3_mcp

   • run_shell_command

     Execute a shell command (alias for execute_command). Use this for running builds, tests, git commands, npm scripts, and any terminal operations.

   • execute_command

     Execute a shell command. Use this for running builds, tests, git commands, npm scripts, and any terminal operations. Commands run in the working directory.