Zero-Shot Classification
Transformers
Safetensors
GGUF
English
decision-model
system-one
falcondec
lightdec
calibrated-decisions
multiple-choice
intent-classification
customer-support
natural-language-inference
code
guardrails
agents
selective-prediction
falconsai
model-surgeon
attested-lineage
Instructions to use Falconsai/LightDec with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use Falconsai/LightDec with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("zero-shot-classification", model="Falconsai/LightDec")# pip install -U transformers accelerate # Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("Falconsai/LightDec", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Download falcondec_report.json from Falconsai/LightDec: direct link, hf CLI and curl.
- Browser
- Download file 24.2 kB
-
https://huggingface.co/Falconsai/LightDec/resolve/main/falcondec_report.json
- Command line
-
hf download hf://Falconsai/LightDec/falcondec_report.json
-
curl -L -o falcondec_report.json https://huggingface.co/Falconsai/LightDec/resolve/main/falcondec_report.json
24.2 kB
Invalid JSON:Unexpected token 'N', ..." (card)": NaN,
"... is not valid JSON
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| "jhu-clsp/ettin-encoder-150m", | |
| "FalconDec-v1.0.0" | |
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| "FINETUNE_FROM": "falcondec_runs/FalconDec-v1.0.0", | |
| "MODEL_NAME": "LightDec", | |
| "BACKBONE": "jhu-clsp/ettin-encoder-150m", | |
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| { | |
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| { | |
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| { | |
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| { | |
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| { | |
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| { | |
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| { | |
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| { | |
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| { | |
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| { | |
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| { | |
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| { | |
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| { | |
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| { | |
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| { | |
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| { | |
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| { | |
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| { | |
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| { | |
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| { | |
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| { | |
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| { | |
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| { | |
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| }, | |
| { | |
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| }, | |
| { | |
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| }, | |
| { | |
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| } | |
| ], | |
| "head_to_head": null, | |
| "env": { | |
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| "transformers": "5.17.0", | |
| "python": "3.14.4", | |
| "gpu": "NVIDIA GeForce RTX 5090 Laptop GPU" | |
| } | |
| } |