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Djuunaa

djuna

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reacted to codelion's post with 🔥 about 11 hours ago

Released 17 production-ready adaptive text classifiers that learn from just 100 examples per class and continuously improve without retraining. These models achieve 93% average accuracy across enterprise use cases like email routing, fraud detection, document classification, and support ticket categorization. Built on ModernBERT with prototype memory and elastic weight consolidation. Key benefits: 90% cost reduction vs API solutions, 90-120ms local inference, dynamic class addition, and zero vendor lock-in. All models available under adaptive-classifier organization. Install with pip install adaptive-classifier. Full technical details: https://huggingface.co/blog/codelion/enterprise-ready-classifiers Code: https://github.com/codelion/adaptive-classifier

liked a model about 21 hours ago

nubby/blessed-sdxl-vae-fp16-fix

liked a model 1 day ago

NCSOFT/VARCO-VISION-2.0-1.7B-OCR

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Organizations

Collections 1

spaces 6

mergekit-gui

Merge and upload models using a YAML config

Gradient Array Slider

Gradient Array Slider (for mergekit)

Replete Qwen2 1.5B Instruct

Llama Pro Dry Run

Calculate duplicated neural network layers

Chat Template Tester

Experiment with Chat Template

Generate Mergkit For Upscale LLM

Generate YAML config from model parameters and layers

models 99

djuna/DeepSeek-R1-0528-Qwen3-8B-remap

Text Generation • 8B • Updated May 30 • 4

djuna/DeepSeek-R1-Distill-Qwen-14B-abliterated-v2-remap

Text Generation • 15B • Updated Mar 11 • 2 • 2

djuna/DeepSeek-R1-Distill-Qwen-14B-abliterated-remap

Text Generation • 15B • Updated Mar 11 • 4 • 1

djuna/MN-Chinofun-12B-4-4bit

Text Generation • 2B • Updated Mar 11 • 7

djuna/TEST3-Q2.5-Lenned-14B-Q5_K_M-GGUF

15B • Updated Feb 17 • 6

djuna/TEST3-Q2.5-Lenned-14B

Text Generation • 15B • Updated Feb 17 • 2 • 1

djuna/TEST2-Q2.5-Lenned-14B-Q5_K_M-GGUF

15B • Updated Feb 17 • 1 • 1

djuna/TEST2-Q2.5-Lenned-14B

Text Generation • 15B • Updated Feb 17 • 5 • 4

djuna/TEST-Q2.5-Lenned-14B

Text Generation • 15B • Updated Jan 28 • 4 • 1

djuna/MN-Chinofun-12B-4

Text Generation • 12B • Updated Jan 27 • 7 • 4

datasets 0

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