10 actions in 9 pieces of software · ranked by words, meaning and measured trust · 631 ms

1. 1Mellum2-12B-A2.5B-Instruct-GGUF-Q8_0verified and signedpassport

   modelrecord153,997 downloads/month

   • text-generation

     Task: text-generation

2. 2Huihui-gemma-4-12B-it-qat-q4_0-unquantized-abliterated-GGUFverified and signedpassport

   modelrecord34,274 downloads/month

   • any-to-any

     Task: any-to-any

3. 3Qwen3-Reranker-0.6B-Q8_0-GGUFverified and signedpassport

   modelrecord105,240 downloads/month

   • text-ranking

     Task: text-ranking

4. 4andreasjansson/codellama-34b-instruct-ggufverified and signedpassport

   modelrecord

   • andreasjansson/codellama-34b-instruct-gguf

     CodeLlama-34B-instruct with support for grammars and jsonschema

5. 5bge-m3-Q8_0-GGUFverified and signedpassport

   modelrecord13,541 downloads/month

   • sentence-similarity

     Task: sentence-similarity

6. 6embeddinggemma-300m-qat-q8_0-GGUFverified and signedpassport

   modelrecord32,338 downloads/month

   • feature-extraction

     Task: feature-extraction

7. 7Mistral-Nemo-12B-Instructverified and signedpassport

   modelrecord

   • mistral-nemo-12b-instruct

     Task: Mistral-Nemo-12B-Instruct

   • nim

     Task: NIM

8. 8Llama-3.1-8B-Instruct PB 25h1 Overviewverified and signedpassport

   modelrecord

   • llama3.1-8b-instruct

     Task: Llama3.1-8b-instruct

9. 9Qwen2.5-VL 32B GGUF Chatdemo or tutorialno passport yet

   MCP serverrecord

   • qwen2_5_vl_32b_gguf_load_model

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