Instructions to use antflydb/GLiNER2.5-Decide with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- GLiNER2
How to use antflydb/GLiNER2.5-Decide with GLiNER2:
from gliner2 import AutoExtractor extractor = AutoExtractor.from_pretrained("antflydb/GLiNER2.5-Decide") # Extract entities text = "Apple CEO Tim Cook announced iPhone 15 in Cupertino yesterday." result = extractor.extract_entities(text, ["company", "person", "product", "location"]) print(result) - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- llama.cpp
How to use antflydb/GLiNER2.5-Decide with llama.cpp:
Install (macOS, Linux)
curl -LsSf https://llama.app/install.sh | sh # Start a local OpenAI-compatible server with a web UI: llama serve -hf antflydb/GLiNER2.5-Decide:Q8_0 # Run inference directly in the terminal: llama cli -hf antflydb/GLiNER2.5-Decide:Q8_0
Install from WinGet (Windows)
winget install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama serve -hf antflydb/GLiNER2.5-Decide:Q8_0 # Run inference directly in the terminal: llama cli -hf antflydb/GLiNER2.5-Decide:Q8_0
Use pre-built binary
# Download pre-built binary from: # https://github.com/ggerganov/llama.cpp/releases # Start a local OpenAI-compatible server with a web UI: ./llama-server -hf antflydb/GLiNER2.5-Decide:Q8_0 # Run inference directly in the terminal: ./llama-cli -hf antflydb/GLiNER2.5-Decide:Q8_0
Build from source code
git clone https://github.com/ggerganov/llama.cpp.git cd llama.cpp cmake -B build cmake --build build -j --target llama-server llama-cli # Start a local OpenAI-compatible server with a web UI: ./build/bin/llama-server -hf antflydb/GLiNER2.5-Decide:Q8_0 # Run inference directly in the terminal: ./build/bin/llama-cli -hf antflydb/GLiNER2.5-Decide:Q8_0
Use Docker
docker model run hf.co/antflydb/GLiNER2.5-Decide:Q8_0
- LM Studio
- Jan
- Ollama
How to use antflydb/GLiNER2.5-Decide with Ollama:
ollama run hf.co/antflydb/GLiNER2.5-Decide:Q8_0
- Unsloth Desktop
- Docker Model Runner
How to use antflydb/GLiNER2.5-Decide with Docker Model Runner:
docker model run hf.co/antflydb/GLiNER2.5-Decide:Q8_0
- Lemonade
How to use antflydb/GLiNER2.5-Decide with Lemonade:
Pull the model
# Download Lemonade from https://lemonade-server.ai/ lemonade pull antflydb/GLiNER2.5-Decide:Q8_0
Run and chat with the model
lemonade run user.GLiNER2.5-Decide-Q8_0
List all available models
lemonade list
- Atomic Chat
Add decision-model tag
#1
by mishig HF Staff - opened
Hi Antfly team,
This PR adds the decision-model tag to the model card metadata, so gliner2.5-decide-gguf shows up next to the other decision models on the Hub: https://huggingface.co/models?other=decision-model
It's a one-line metadata change, nothing else in the card is touched.
mishig changed pull request title from Add `decision-model` tag to Add decision-model tag
timkaye changed pull request status to merged