Zero-Shot Classification
Transformers
Safetensors
English
qwen3_5
feature-extraction
ollaya
sura
decision
classification
distillation
Instructions to use ollaya-dev/sura-0.8b with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use ollaya-dev/sura-0.8b with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("zero-shot-classification", model="ollaya-dev/sura-0.8b")# pip install -U transformers accelerate # Load model directly from transformers import AutoProcessor, AutoModel processor = AutoProcessor.from_pretrained("ollaya-dev/sura-0.8b") model = AutoModel.from_pretrained("ollaya-dev/sura-0.8b", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Download NOTICE from ollaya-dev/sura-0.8b: direct link, hf CLI and curl.
- Browser
- Download file 628 Bytes
-
https://huggingface.co/ollaya-dev/sura-0.8b/resolve/main/NOTICE
- Command line
-
hf download hf://ollaya-dev/sura-0.8b/NOTICE
-
curl -L -o NOTICE https://huggingface.co/ollaya-dev/sura-0.8b/resolve/main/NOTICE
628 Bytes
| sura-0.8b by Ollaya (https://ollaya.dev), Apache License 2.0. | |
| Derived from Qwen/Qwen3.5-0.8B-Base, revision dc7cdfe2ee4154fa7e30f5b51ca41bfa40174e68, under Apache License 2.0. | |
| Distilled from perplexity-ai/pplx-decider-flash-v1.2, revision 6d771ad7b5ecff5e93b8fc7b90d4c5ccc341954d, under | |
| Apache License 2.0. The tokenizer, chat template, processor and joint configuration files and the source/ directory | |
| (the pplx_decider package) come from that repository unchanged; its NOTICE follows. | |
| ---- | |
| pplx-decider-flash-v1.2 | |
| Derived from Qwen/Qwen3.5-4B, revision | |
| 851bf6e806efd8d0a36b00ddf55e13ccb7b8cd0a, under Apache License 2.0. | |