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1# Venera Mini Classification Model
2
3A minimal text classification model designed as a demo for new Hugging Face users.
4It predicts a simple label from a short text input.
5
6## Labels
7- positive
8- negative
9- neutral
10
11## Use Cases
12- Testing HF model hosting
13- Simple sentiment experiments
14- Baseline classifier demos
15
16## Example
17```python
18from transformers import AutoTokenizer, AutoModelForSequenceClassification
19import torch
20
21model = AutoModelForSequenceClassification.from_pretrained("your-username/venera-mini-classifier")
22tokenizer = AutoTokenizer.from_pretrained("your-username/venera-mini-classifier")
23
24inputs = tokenizer("Venera Chain looks promising!", return_tensors="pt")
25outputs = model(**inputs)
26print(outputs.logits)