Text Classification
Transformers
Safetensors
English
Russian
xlm-roberta
emotion-classification
multi-label-classification
goemotions
english
russian
affective-computing
text-embeddings-inference
Instructions to use proxy3d/multi-motions-28 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use proxy3d/multi-motions-28 with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-classification", model="proxy3d/multi-motions-28")# pip install -U transformers accelerate # Load model directly from transformers import AutoTokenizer, AutoModelForSequenceClassification tokenizer = AutoTokenizer.from_pretrained("proxy3d/multi-motions-28") model = AutoModelForSequenceClassification.from_pretrained("proxy3d/multi-motions-28", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Download pyproject.toml from proxy3d/multi-motions-28: direct link, hf CLI and curl.
- Browser
- Download file 876 Bytes
-
https://huggingface.co/proxy3d/multi-motions-28/resolve/main/pyproject.toml
- Command line
-
hf download hf://proxy3d/multi-motions-28/pyproject.toml
-
curl -L -o pyproject.toml https://huggingface.co/proxy3d/multi-motions-28/resolve/main/pyproject.toml
876 Bytes
| [build-system] | |
| requires = ["setuptools>=68", "wheel"] | |
| build-backend = "setuptools.build_meta" | |
| [project] | |
| name = "multi-motions-28" | |
| version = "1.0.0" | |
| description = "Inference-only Multi-Motions 28 EN/RU classifier based on XLM-RoBERTa with GoEmotions-compatible outputs" | |
| authors = [ | |
| { name = "Ilya Zelenskiy" } | |
| ] | |
| readme = "README.md" | |
| requires-python = ">=3.10" | |
| license = {text = "MIT"} | |
| dependencies = [ | |
| "torch>=2.2", | |
| "transformers>=4.44", | |
| "huggingface-hub>=0.24", | |
| ] | |
| [project.urls] | |
| Homepage = "https://huggingface.co/proxy3d/multi-motions-28" | |
| Telegram = "https://t.me/greenruff" | |
| "Communication Styles article" = "https://iproxy3d.github.io/communication-styles-llm/" | |
| "Communication Styles GitHub" = "https://github.com/iproxy3d/communication-styles-llm" | |
| [tool.setuptools] | |
| packages = ["goemotions_en_ru"] | |
| [tool.setuptools.package-data] | |
| goemotions_en_ru = ["*.json"] | |