10 actions in 9 pieces of software · ranked by words, meaning and measured trust · 1085 ms
modelrecord40 downloads/month
- text-generation
Task: text-generation
- text-generation
modelrecord2,412,394 downloads/month
- text-ranking
Task: text-ranking
- text-ranking
modelrecord14,503 downloads/month
- image-text-to-text
Task: image-text-to-text
- image-text-to-text
modelrecord29,629 downloads/month
- text-classification
Task: text-classification
- text-classification
modelrecord
- ibm-granite/granite-vision-4.1-4b
Granite Vision 4.1 4B is a vision-language model (VLM) that delivers frontier-level performance on structured document extraction tasks — chart extraction, table extraction, and semantic key-value pair extraction — in a compact 4B parameter footprint
- ibm-granite/granite-vision-4.1-4b
modelrecord
- natural-language-understanding
Task: Natural Language Understanding
- natural-language-processing
Task: Natural Language Processing
- natural-language-understanding
modelrecord
- black-forest-labs/flux-2-klein-4b-base-lora
A version of FLUX.2 [klein] 4B-base that supports fast fine-tuned lora inference
- black-forest-labs/flux-2-klein-4b-base-lora
modelrecord154 downloads/month
- robotics
Task: robotics
- robotics
- 9Tell-4Bdemo or tutorialno passport yet
MCP serverrecord
- tell_4b_demo_decide
Answer one Tell question: state + question + options -> one label. Returns: A markdown summary, the per-label probabilities, and the full result, object (ranking, token count, exact prompt) for inspection.
- tell_4b_demo_decide
Labels are the instruments' verdict and are never changed by ranking. Agents and robots get this same answer as JSON at /api/v1/find?q=…&answer=1 and through the MCP server.