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ruBert-large-emotions-lora
Ark2016/ruBert-large-emotions-lora
ruBert-large-emotions-lora is a text classification model from Ark2016. Use it when you need a label for a piece of text. It is set up for peft. The card lists the license as mit.
Model trained by Ark2016. Base model: ai-forever/ruBert-large.
All-time downloads
231
Public
Repo size
57 MB
Likes
1
Public
Repo makeup
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.safetensors57 MB · 91%
At a glance
- Task
- Text Classification
- Library
- peft
- License
- mit
- Access
- Public
- Created
- Nov 23, 2025
- Updated
- Nov 23, 2025
- SHA
- 7e473fd3
Try a prompt
Datasets
Model card
From the Hugging Face model README
RuBERT-large Emotion Detection (LoRA Fine-tuned)
Model trained by Ark2016. Base model: ai-forever/ruBert-large.
Metrics
- F1 Micro: 0.57
- Accuracy: 0.45
Usage
from peft import PeftModel, PeftConfig
from transformers import AutoModelForSequenceClassification, AutoTokenizer
import torch
repo_id = "Ark2016/ruBert-large-emotions-lora"
model = PeftModel.from_pretrained(AutoModelForSequenceClassification.from_pretrained("ai-forever/ruBert-large", num_labels=28, problem_type="multi_label_classification"), repo_id)
tokenizer = AutoTokenizer.from_pretrained(repo_id)
- Task
- Text Classification
- Library
- peft
- License
- mit
- Languages
- ru
- Created
- Nov 23, 2025
- Updated
- Nov 23, 2025