ethicalabs.ai

non-profit

Verified

https://ethicalabs.ai/

AI & ML interests

Building practical, ethical and sustainable AI/ML projects.

Recent Activity

mrs83 updated a model 2 days ago

ethicalabs/Echo-DSRN-v0.1.3-Research-Intent-CLF

mrs83 updated a collection 3 days ago

Echo-DSRN - Classifier

mrs83 published a model 3 days ago

ethicalabs/Echo-DSRN-v0.1.4-Embed-Intent-CLF

View all activity

Articles

Fine-Tuning xLSTM-7B on a budget: An Experimental Journey with Chat Templates

updated a model 2 days ago

ethicalabs/Echo-DSRN-v0.1.3-Research-Intent-CLF

Text Classification • 98.3M • Updated 2 days ago • 578

updated a collection 3 days ago

Echo-DSRN - Classifier

10 items • Updated 3 days ago

published a model 3 days ago

ethicalabs/Echo-DSRN-v0.1.4-Embed-Intent-CLF

Text Classification • 98.4M • Updated 3 days ago • 697

updated 2 models 3 days ago

ethicalabs/Echo-DSRN-v0.1.3-Embed-Intent

Sentence Similarity • 98.3M • Updated 3 days ago • 362

ethicalabs/Echo-DSRN-v0.1.4-Embed-Intent-CLF

Text Classification • 98.4M • Updated 3 days ago • 697

published a model 5 days ago

ethicalabs/Echo-DSRN-v0.1.3-Embed-Intent

Sentence Similarity • 98.3M • Updated 3 days ago • 362

updated a collection 7 days ago

Echo-DSRN - Embedding

2 items • Updated 7 days ago

updated a collection 10 days ago

OpenAIRE AI Hackathon 2026

ethicalabs.ai's entry in the OpenAIRE AI Hackathon 2026, co-organised by OpenAIRE and Alien Intelligence — a 12-week open science build challenge • 4 items • Updated 10 days ago

updated a dataset 12 days ago

ethicalabs/Research-Intent-Curated

Viewer • Updated 12 days ago • 6k • 42

updated a collection 13 days ago

OpenAIRE AI Hackathon 2026

ethicalabs.ai's entry in the OpenAIRE AI Hackathon 2026, co-organised by OpenAIRE and Alien Intelligence — a 12-week open science build challenge • 4 items • Updated 10 days ago

published 3 datasets 13 days ago

ethicalabs/Research-Intent-Judge

Updated 13 days ago • 34

ethicalabs/Research-Intent-Collab

Updated 13 days ago • 33

ethicalabs/Research-Intent-Curated

Viewer • Updated 12 days ago • 6k • 42

updated a collection 15 days ago

Echo-DSRN - Transformers Hybrid

Qwen2.5-0.5B-Instruct (backbone) + Echo-DSRN (memory) • 2 items • Updated 15 days ago

updated 4 models 17 days ago

ethicalabs/Echo-SmolTools-114M-Intent-CLF-Gen

Text Classification • 0.1B • Updated 17 days ago • 74

ethicalabs/Echo-SmolTools-114M-NSFW-CLF

Text Classification • 98.3M • Updated 17 days ago • 79

ethicalabs/Echo-DSRN-114M-v0.1.2

Text Generation • 0.1B • Updated 17 days ago • 511

ethicalabs/Echo-DSRN-v0.1.3-Intent-CLF

Text Classification • 98.3M • Updated 17 days ago • 545 • 1

posted an update 22 days ago

Post

132

A new classifier model for the OpenAIRE AI Hackathon 2026! 🇪🇺 it’s a 98M parameter Hybrid RNN that classifies research paper intents (Methodology, Dataset, Review, etc.) running entirely on CPU, currently classifying data from the OpenAIRE Graph API.

We are using a multi-model LLM-as-a-Judge pipeline to validate classifier’s predictions, but we need human experts to catch the edge cases.

Drop into the Collab Hub, review the classifications, and help us curate the open dataset for the upcoming v0.1.4 fine-tune!

Model card: ethicalabs/Echo-DSRN-v0.1.3-Research-Intent-CLF
Collab Hub: https://openaire-2026.ethicalabs.ai/

Made in 🇪🇺 with ❤️ for Open Science by

ethicalabs 🤗