LiquidAI / d1-3B-GGUF

huggingface.co
Total runs: 28.7K
24-hour runs: 0
7-day runs: 14.4K
30-day runs: 23.8K
Model's Last Updated: October 08 2026
image-text-to-text

Introduction of d1-3B-GGUF

Model Details of d1-3B-GGUF

d1-3B-GGUF

d1-3B is a decision model developed by Liquid AI : it answers named, typed questions over a state (text, JSON or images) in one forward pass, with no generated tokens.

Find more details in the original model card: https://huggingface.co/LiquidAI/d1-3B

🏃 How to run d1-3B

Example usage with llama.cpp :

llama-server -hf LiquidAI/d1-3B-GGUF:Q8_0

Then send questions to the /v1/systemone endpoint.

Text
curl http://127.0.0.1:8080/v1/systemone -H "Content-Type: application/json" -d '{
  "state": "I was charged twice this month, please refund one of them.",
  "questions": {
    "refund":  {"type": "noul", "instructions": "Is the customer asking for a refund?"},
    "team":    {"type": "choice", "instructions": "Which team should handle this?",
                "criteria": {"billing": "Charges, refunds, invoices", "technical": "App or site faults",
                             "fraud": "Suspected unauthorised use"}},
    "urgency": {"type": "score", "instructions": "How urgent is this?",
                "criteria": ["Can wait", "Today", "Blocking the customer now"]}
  }
}'
Image + Text
curl -sL -o cats.jpg http://images.cocodataset.org/val2017/000000039769.jpg  # two cats on a sofa

curl http://127.0.0.1:8080/v1/systemone -H "Content-Type: application/json" -d @- <<JSON
{
  "state": "Photo attached to a pet-sitting request.",
  "images": ["data:image/jpeg;base64,$(base64 < cats.jpg | tr -d '\n')"],
  "questions": {
    "pet":  {"type": "choice", "instructions": "Which animals are in the photo?",
             "criteria": {"cats": "Cats", "dogs": "Dogs", "birds": "Birds"}},
    "sofa": {"type": "noul", "instructions": "Are the animals on a sofa?"}
  }
}
JSON

The state can be null when the images are the whole state.

Runs of LiquidAI d1-3B-GGUF on huggingface.co

28.7K
Total runs
0
24-hour runs
0
3-day runs
14.4K
7-day runs
23.8K
30-day runs

More Information About d1-3B-GGUF huggingface.co Model

More d1-3B-GGUF license Visit here:

https://choosealicense.com/licenses/lfm1.0

d1-3B-GGUF huggingface.co

d1-3B-GGUF huggingface.co is an AI model on huggingface.co that provides d1-3B-GGUF's model effect (), which can be used instantly with this LiquidAI d1-3B-GGUF model. huggingface.co supports a free trial of the d1-3B-GGUF model, and also provides paid use of the d1-3B-GGUF. Support call d1-3B-GGUF model through api, including Node.js, Python, http.

LiquidAI d1-3B-GGUF online free

d1-3B-GGUF huggingface.co is an online trial and call api platform, which integrates d1-3B-GGUF's modeling effects, including api services, and provides a free online trial of d1-3B-GGUF, you can try d1-3B-GGUF online for free by clicking the link below.

LiquidAI d1-3B-GGUF online free url in huggingface.co:

https://huggingface.co/LiquidAI/d1-3B-GGUF

d1-3B-GGUF install

d1-3B-GGUF is an open source model from GitHub that offers a free installation service, and any user can find d1-3B-GGUF on GitHub to install. At the same time, huggingface.co provides the effect of d1-3B-GGUF install, users can directly use d1-3B-GGUF installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

d1-3B-GGUF install url in huggingface.co:

https://huggingface.co/LiquidAI/d1-3B-GGUF

Url of d1-3B-GGUF

d1-3B-GGUF huggingface.co Url

Provider of d1-3B-GGUF huggingface.co

LiquidAI
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