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mrs83 updated a collection about 7 hours ago

Echo-DSRN - Classifier

mrs83 published a model about 7 hours ago

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

mrs83 updated a model about 8 hours ago

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

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

updated a collection about 7 hours ago

Echo-DSRN - Classifier

10 items • Updated about 4 hours ago

published a model about 7 hours ago

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

Text Classification • 98.4M • Updated about 3 hours ago • 39

updated 2 models about 8 hours ago

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

Sentence Similarity • 98.3M • Updated about 7 hours ago • 314

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

Text Classification • 98.4M • Updated about 3 hours ago • 39

published a model 3 days ago

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

Sentence Similarity • 98.3M • Updated about 7 hours ago • 314

updated a model 3 days ago

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

Text Classification • 98.3M • Updated 3 days ago • 530

updated a collection 4 days ago

Echo-DSRN - Embedding

2 items • Updated 4 days ago

updated a collection 7 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 7 days ago

updated a dataset 9 days ago

ethicalabs/Research-Intent-Curated

Viewer • Updated 9 days ago • 6k • 41

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 7 days ago

published 3 datasets 10 days ago

ethicalabs/Research-Intent-Judge

Updated 10 days ago • 33

ethicalabs/Research-Intent-Collab

Updated 10 days ago • 32

ethicalabs/Research-Intent-Curated

Viewer • Updated 9 days ago • 6k • 41

updated a collection 12 days ago

Echo-DSRN - Transformers Hybrid

Qwen2.5-0.5B-Instruct (backbone) + Echo-DSRN (memory) • 2 items • Updated 12 days ago

updated 4 models 14 days ago

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

Text Classification • 0.1B • Updated 14 days ago • 73

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

Text Classification • 98.3M • Updated 14 days ago • 79

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

Text Generation • 0.1B • Updated 14 days ago • 508

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

Text Classification • 98.3M • Updated 14 days ago • 540 • 1

posted an update 19 days ago

Post

130

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 🤗