Documents
Collection
3 items
•
Updated
•
1
Model Catalogue
This repository contains a collection of boutique AI models and is organized as follows:
Pretrained Base Models for Text Embedding
English Models
These models were finetuned on a subset of Zyphra/Zyda-2:
Multilingual Models
These models were aligned using agentlans/en-translations:
Text Statistics Models
These models take text as input and output a number.
| Base Model | Language | Quality | Readability | Sentiment |
|---|---|---|---|---|
| deberta-v3-xsmall-zyda-2 | English | Link | Link | Link |
| deberta-v3-base-zyda-2 | English | Link | Link | Link |
| multilingual-e5-small-aligned | Multilingual | Link | Link | Link |
| mdeberta-v3-base | Multilingual | Link | Link | Link |
Note: The mdeberta-v3-base models were trained on a previous version of the dataset, not the complete dataset.
Small Text-to-Text Models (English Only)
These models take text as input and produce text as output.
| Task | Model | Dataset |
|---|---|---|
| Keyword extraction | flan-t5-small-keywords | wikipedia-paragraph-keywords |
| Title generation | flan-t5-small-title | wikipedia-paragraph-titles |
| Summarization | text-summarization | wikipedia-paragraph-summaries |
Natural Language Inference (NLI) Models (English Only)
These models take text as input and output a label (entailment, neutral, or contradiction).
Inference Providers
NEW
This model is not currently available via any of the supported Inference Providers.
The model cannot be deployed to the HF Inference API:
The model has no library tag.