Transformers
Safetensors
GLiNER2
multilingual
English
Text classification
Intent classification
Sentiment Analysis
Topic classification
Named Entity Recognition
decision-model
schema-extraction
Instructions to use fastino/GLiNER2.5-multi-Decide with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use fastino/GLiNER2.5-multi-Decide with Transformers:
# pip install -U transformers accelerate # Load model directly from transformers import Gliner2ForSchemaExtraction model = Gliner2ForSchemaExtraction.from_pretrained("fastino/GLiNER2.5-multi-Decide", device_map="auto") - GLiNER2
How to use fastino/GLiNER2.5-multi-Decide with GLiNER2:
from gliner2 import AutoExtractor extractor = AutoExtractor.from_pretrained("fastino/GLiNER2.5-multi-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
Commit History
10 days ago
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Install with the local extra: pip install "gliner2[local]" (#8)
- Install with the local extra: pip install "gliner2[local]" (95f87c2984126e9a66db6bc3805847d09f00d415)e173bca -
Load this checkpoint as a Transformers schema-extraction model. (#7)
- Load this checkpoint as a Transformers schema-extraction model. (aea65bf27501890b2f77b38eacdc1c8fb428fede) Co-authored-by: Matthew Thomas <MattThomas-fastino@users.noreply.huggingface.co>4804579 -
Add decision-model tag (#6)
- Add decision-model tag (40f0dee3cd4436596aa5bb752d14a9e7396cbd3d) Co-authored-by: Victor Mustar <victor@users.noreply.huggingface.co>4bd6979
20 days ago
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Point the fine-tune button to agent.fastino.ai
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Point the fine-tune banner to agent.fastino.ai
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24 days ago
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Normalize model card and move benchmark near top
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Update the Fastino GLiNER skill
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Update GLiNER2 deployment badge link (#2)
- Update GLiNER2 deployment badge link (094ebe7e8c80674235ac0afb2b65966daf00bdb9) Co-authored-by: Jaanavi Thanamala <jaanavi@users.noreply.huggingface.co>f59b85b -
Update GLiNER2.5 fine-tuning badge link (#1)
- Update GLiNER2.5 fine-tuning badge link (a5824b94ca175d6c74a4cc8e90db7072c3fd9e06) Co-authored-by: Jaanavi Thanamala <jaanavi@users.noreply.huggingface.co>72549f6 -
Update the Fastino GLiNER skill
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Update the Fastino GLiNER skill
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Add the Fastino GLiNER skill
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Add the model card banner
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Match the Decide model card
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Add the model card
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Add the multilingual classification checkpoint
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initial commit
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