10 actions in 8 pieces of software · ranked by words, meaning and measured trust · 630 ms

1. 1gr00tn1d7-libero-ggufverified and signedpassport

   modelrecord369 downloads/month

   • robotics

     Task: robotics

2. 2ggufverified and signedpassport

   libraryggml-org/llama.cpprecord5,488,885 downloads/month

   • gguf

   • llama.cpp

   • ggml

3. 3kai-os_Grug-12B-GGUFverified and signedpassport

   modelrecord226,231 downloads/month

   • any-to-any

     Task: any-to-any

4. 4firefunction-v2-GGUFverified and signedpassport

   modelrecord104,903 downloads/month

   • text-generation

     Task: text-generation

5. 5ideogram-4-ggufverified and signedpassport

   modelrecord94,242 downloads/month

   • text-to-image

     Task: text-to-image

6. 6Qwen2.5 Coder 7B GGUFverified and signedpassport

   MCP serverrecord

   • qwen2_5_coder_7b_gguf__lambda_

7. 7Qwen2.5-VL 32B GGUF Chatdemo or tutorialno passport yet

   MCP serverrecord

   • qwen2_5_vl_32b_gguf_refresh_status_1

8. 8Qwen3.8 27B OBLITERATED GGUFdemo or tutorialno passport yet

   MCP serverrecord

   • qwen38_27b_obliterated_gguf_chat

     Stream a multi-turn response from Qwen3.8-27B-OBLITERATED Q4_K_M.