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Building practical, ethical and sustainable AI/ML projects.

Articles

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

ethicalabs 's models 92

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

Text Classification • 98.3M • Updated Aug 31 • 185

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

Text Classification • 98.3M • Updated Aug 24 • 167

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

Sentence Similarity • 98.3M • Updated Aug 22 • 1.35k • 1

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

Text Classification • 98.4M • Updated Aug 22 • 239 • 1

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

Sentence Similarity • 98.3M • Updated Aug 22 • 499

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

Text Classification • 98.3M • Updated Aug 22 • 20 • 1

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

Text Classification • 98.3M • Updated Aug 22 • 8

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

Text Classification • 0.1B • Updated Aug 22 • 24

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

Text Generation • 0.1B • Updated Aug 22 • 583

ethicalabs/Qwen3-Reranker-8B-GGUF

Text Ranking • 8B • Updated Jul 1 • 112

ethicalabs/FlowerTune-SmolLM2-1.7B-Instruct-Finance-PEFT

Text Classification • Updated Jun 19 • 23

ethicalabs/FlowerTune-Qwen2.5-Coder-0.5B-Instruct-Q4_K_M-GGUF

Text Generation • 0.5B • Updated Jun 19 • 139

ethicalabs/Kurtis-SmolLM2-360M-Instruct-DPO

Text Generation • 0.4B • Updated Jun 19 • 21

ethicalabs/Kurtis-SmolLM2-135M-Instruct

Text Generation • 0.1B • Updated Jun 19 • 16

ethicalabs/Kurtis-SmolLM2-360M-Instruct-DPO-GGUF

Text Generation • 0.4B • Updated Jun 19 • 39

ethicalabs/Kurtis-Qwen2.5-0.5B-Instruct-PEFT

Text Generation • Updated Jun 19 • 77

ethicalabs/FlowerTune-SmolLM2-360M-Instruct-Finance-PEFT

Text Classification • Updated Jun 19 • 76

ethicalabs/Kurtis-Qwen2.5-0.5B-Instruct-DPO-GGUF

Text Generation • 0.5B • Updated Jun 19 • 17

ethicalabs/Kurtis-SmolLM2-135M-Instruct-DPO

Text Generation • 0.1B • Updated Jun 19 • 16

ethicalabs/Flwr-SmolLM2-1.7B-Instruct-Coding-PEFT

Text Generation • Updated Jun 19 • 11

ethicalabs/FlowerTune-Qwen2.5-Coder-0.5B-Instruct

Text Generation • 0.5B • Updated Jun 19 • 15

ethicalabs/FlowerTune-Qwen2.5-Coder-0.5B-Instruct-PEFT

Text Generation • Updated Jun 19 • 18

ethicalabs/Kurtis-SmolLM2-135M-Instruct-PEFT

Text Generation • Updated Jun 19 • 49

ethicalabs/Kurtis-SmolLM2-135M-Instruct-DPO-PEFT

Text Generation • Updated Jun 19 • 11

ethicalabs/Kurtis-Qwen2.5-0.5B-Instruct

Text Generation • 0.5B • Updated Jun 19 • 21

ethicalabs/Kurtis-Qwen2.5-0.5B-Instruct-DPO-PEFT

Text Generation • Updated Jun 19 • 7

ethicalabs/Kurtis-Qwen2.5-0.5B-Instruct-DPO

Text Generation • 0.5B • Updated Jun 19 • 14

ethicalabs/Kurtis-SmolLM2-135M-Instruct-DPO-GGUF

Text Generation • 0.1B • Updated Jun 19 • 14

ethicalabs/Kurtis-SmolLM2-135M-Instruct-DPO-ONNX

Text Generation • Updated Jun 19 • 6

ethicalabs/Flwr-Phi-4-mini-Instruct-Coding-PEFT

Text Generation • Updated Jun 19 • 7 • 1