Jari Katajisto

kataguru

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kataguru

AI & ML interests

Sovereign High-Performance Finnish LLMs. Developing uncensored, deeply Finnish-reasoning language models for local inference (vLLM / AWQ & GGUF). Focus: Linguistic sovereignty, epistemic honesty, and autonomous SWE agents.

Recent Activity

updated a model about 2 hours ago

kataguru/Qwen3.8-27B-Titan-v3.0-Uncensored-GGUF

updated a model about 13 hours ago

kataguru/Qwen3.8-27B-Titan-v3.0-1M-W4A16-AWQ

updated a model about 13 hours ago

kataguru/Qwen3.8-27B-Titan-v3.0-Uncensored-W4A16-AWQ

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Organizations

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kataguru 's collections 5

Kataguru Flagship Series

Official Kataguru Flagship Series: Sceptic 35B MoE and Titan 27B Dense with Vision & MTP. GGUF Dual-Quant, vLLM AWQ, and NVFP4.

kataguru/Qwen3.8-27B-Titan-v3.0-Uncensored-GGUF

Text Generation • 27B • Updated 26 minutes ago • 922 • 1
kataguru/Qwen3.8-27B-Titan-v3.0-Uncensored-NVFP4

Image-Text-to-Text • 19B • Updated 4 days ago • 292
kataguru/Qwen3.8-27B-Titan-v3.0-Uncensored-W4A16-AWQ

Text Generation • 27B • Updated 26 minutes ago • 76
kataguru/Qwen3.5-35B-A3B-Sceptic-v3-GGUF

Image-Text-to-Text • 36B • Updated 2 days ago • 750 • 1

Qwen3.8-27B vLLM

vLLM-valinta: RTX 5090/4090 -> AWQ (W4A16) | Blackwell -> NVFP4 | 64GB+ VRAM -> BF16. Lippulaiva: Qwen3.8-27B Titan.

kataguru/Qwen3.8-27B-Titan-v3.0-Uncensored-W4A16-AWQ

Text Generation • 27B • Updated 26 minutes ago • 76
kataguru/Qwen3.8-27B-Titan-v3.0-Uncensored-NVFP4

Image-Text-to-Text • 19B • Updated 4 days ago • 292
kataguru/Qwen3.8-27B-TWIN-TURBO-Fable-Finnish-W4A16-AWQ

Image-Text-to-Text • 28B • Updated 5 days ago • 530
kataguru/Swift-Qwen3.8-27B-Finnish-W4A16-AWQ

Image-Text-to-Text • 28B • Updated 5 days ago • 71

Finnish Translation Models

Käännösvalinta: Nopea sanakirja/lause -> Riva-4B (erityisesti FI->EN) | Kirjallinen korkealaatu -> TranslateGemma-27B. Paras käännöslaatu -> Apodex

kataguru/Riva-Translate-4B-Finnish-W4A16-AWQ

Translation • 4B • Updated 8 days ago • 52
kataguru/Riva-Translate-4B-Finnish-GGUF

Translation • 4B • Updated 8 days ago • 175
kataguru/Riva-Translate-4B-Instruct-v2-FP8

Translation • 4B • Updated 9 days ago • 24
kataguru/TranslateGemma-27B-Finnish-W4A16-AWQ

Image-Text-to-Text • 27B • Updated 5 days ago • 97

Qwen3.8-27B GGUF

GGUF-valinta: LM Studio 16-24GB -> Q4_K_M | Mac/laatu -> Q6_K | Edge -> Q3_K_M. Lippulaiva: Qwen3.8-27B Titan.

kataguru/Qwen3.8-27B-Titan-v3.0-Uncensored-GGUF

Text Generation • 27B • Updated 26 minutes ago • 922 • 1
kataguru/Qwen3.8-27B-TWIN-TURBO-Fable-Finnish-GGUF

Image-Text-to-Text • 27B • Updated 5 days ago • 1.15k
kataguru/Swift-Qwen3.8-27B-Finnish-GGUF

Image-Text-to-Text • 27B • Updated 5 days ago • 1.26k • 1

Finnish Compact & Edge Models

Kompaktivalinta: 12-16GB VRAM -> Apodex 1.1 MoE (3B active) | Kevyt laite -> Qwen 9B. Vaativaan päättelyyn: 27B Titan.

kataguru/Qwen3.8-9B-Distill-uncensored-heretic-Finnish-W4A16-AWQ

Image-Text-to-Text • 10B • Updated 5 days ago • 85
kataguru/Qwen3.8-9B-Distill-uncensored-heretic-Finnish-GGUF

Image-Text-to-Text • 9B • Updated 5 days ago • 1.18k • 1