10 actions in 9 pieces of software · ranked by words, meaning and measured trust · 661 ms

1. 1guava-v13b-qwen3.5-4b-no-counterfactual-GGUFverified and signedpassport

   modelrecord410 downloads/month

   • robotics

     Task: robotics

2. 2Qwen3.5-4B-GGUFverified and signedpassport

   modelrecord1,242,465 downloads/month

   • image-text-to-text

     Task: image-text-to-text

3. 3Qwen3.5-4B-DFlash-GGUFverified and signedpassport

   modelrecord46,371 downloads/month

   • text-generation

     Task: text-generation

4. 4Qwen3-Reranker-4B-GGUF-llama_cppverified and signedpassport

   modelrecord11,504 downloads/month

   • text-ranking

     Task: text-ranking

5. 5ggufverified and signedpassport

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

   • gguf

6. 6Huihui-gemma-4-E4B-it-qat-q4_0-unquantized-abliterated-GGUFverified and signedpassport

   modelrecord13,222 downloads/month

   • any-to-any

     Task: any-to-any

7. 7Empero Qwen3.5-4B Hereticdemo or tutorialno passport yet

   MCP serverrecord

   • empero_qwen35_4b_heretic_respond

     Stream a chat reply from the Empero Qwen3.5-4B Heretic Q4_K_M GGUF.

8. 8Qwen2.5-VL 32B GGUF Chatdemo or tutorialno passport yet

   MCP serverrecord

   • qwen2_5_vl_32b_gguf_refresh_status

   • qwen2_5_vl_32b_gguf_load_model

     Load (or switch to) a GGUF quantization of Qwen2.5-VL-32B.

9. 9Qwen3.8 27B Uncensored GGUFdemo or tutorialno passport yet

   MCP serverrecord

   • qwen38_27b_uncensored_gguf_chat

     Stream a multi-turn response from the official Qwen3.8 Q4_K_M GGUF.