Fine-Tuning xLSTM-7B on a budget: An Experimental Journey with Chat Templates
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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 🤗
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
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ethicalabs/FlowerTune-SmolLM2-1.7B-Instruct-Finance-PEFT
Text Classification • Updated • 13
ethicalabs/FlowerTune-Qwen2.5-Coder-0.5B-Instruct-Q4_K_M-GGUF
Text Generation • 0.5B • Updated • 333
ethicalabs/Kurtis-SmolLM2-360M-Instruct-DPO
Text Generation • 0.4B • Updated • 20
ethicalabs/Kurtis-SmolLM2-135M-Instruct
Text Generation • 0.1B • Updated • 23
ethicalabs/Kurtis-SmolLM2-360M-Instruct-DPO-GGUF
Text Generation • 0.4B • Updated • 256
ethicalabs/Kurtis-Qwen2.5-0.5B-Instruct-PEFT
Text Generation • Updated • 36
ethicalabs/FlowerTune-SmolLM2-360M-Instruct-Finance-PEFT
Text Classification • Updated • 17
ethicalabs/Kurtis-Qwen2.5-0.5B-Instruct-DPO-GGUF
Text Generation • 0.5B • Updated • 304
ethicalabs/Kurtis-SmolLM2-135M-Instruct-DPO
Text Generation • 0.1B • Updated • 25
ethicalabs/Flwr-SmolLM2-1.7B-Instruct-Coding-PEFT
Text Generation • Updated • 10
ethicalabs/FlowerTune-Qwen2.5-Coder-0.5B-Instruct
Text Generation • 0.5B • Updated • 35
ethicalabs/FlowerTune-Qwen2.5-Coder-0.5B-Instruct-PEFT
Text Generation • Updated • 36
ethicalabs/Kurtis-SmolLM2-135M-Instruct-PEFT
Text Generation • Updated • 13