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 1 hour ago

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

updated a model about 1 hour ago

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

updated a model about 1 hour ago

kataguru/TranslateGemma-27B-Finnish-GGUF

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Organizations

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kataguru 's collections 4

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-Finnish-Titan-Uncensored-NVFP4

Text Generation • 19B • Updated 2 days ago • 365
kataguru/Qwen3.8-27B-Finnish-Titan-Uncensored-W4A16-AWQ

Text Generation • 28B • Updated 2 days ago • 132
kataguru/Qwen3.8-27B-TWIN-TURBO-Fable-Finnish-W4A16-AWQ

Image-Text-to-Text • 28B • Updated about 1 hour ago • 171
kataguru/Swift-Qwen3.8-27B-Finnish-W4A16-AWQ

Image-Text-to-Text • 28B • Updated about 1 hour ago • 44

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 3 days ago • 48
kataguru/Riva-Translate-4B-Finnish-GGUF

Translation • 4B • Updated 3 days ago • 163
kataguru/Riva-Translate-4B-Instruct-v2-FP8

Translation • 4B • Updated 4 days ago • 19
kataguru/TranslateGemma-27B-Finnish-W4A16-AWQ

Image-Text-to-Text • 27B • Updated about 1 hour ago • 74

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-Finnish-Titan-Uncensored-GGUF

Text Generation • 27B • Updated 2 days ago • 1.94k
kataguru/Qwen3.8-27B-TWIN-TURBO-Fable-Finnish-GGUF

Image-Text-to-Text • 27B • Updated about 1 hour ago • 858
kataguru/Swift-Qwen3.8-27B-Finnish-GGUF

Image-Text-to-Text • 27B • Updated about 1 hour ago • 761 • 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 about 1 hour ago • 73
kataguru/Qwen3.8-9B-Distill-uncensored-heretic-Finnish-GGUF

Image-Text-to-Text • 9B • Updated about 1 hour ago • 631

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-Finnish-Titan-Uncensored-NVFP4

Text Generation • 19B • Updated 2 days ago • 365
kataguru/Qwen3.8-27B-Finnish-Titan-Uncensored-W4A16-AWQ

Text Generation • 28B • Updated 2 days ago • 132
kataguru/Qwen3.8-27B-TWIN-TURBO-Fable-Finnish-W4A16-AWQ

Image-Text-to-Text • 28B • Updated about 1 hour ago • 171
kataguru/Swift-Qwen3.8-27B-Finnish-W4A16-AWQ

Image-Text-to-Text • 28B • Updated about 1 hour ago • 44

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-Finnish-Titan-Uncensored-GGUF

Text Generation • 27B • Updated 2 days ago • 1.94k
kataguru/Qwen3.8-27B-TWIN-TURBO-Fable-Finnish-GGUF

Image-Text-to-Text • 27B • Updated about 1 hour ago • 858
kataguru/Swift-Qwen3.8-27B-Finnish-GGUF

Image-Text-to-Text • 27B • Updated about 1 hour ago • 761 • 1

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 3 days ago • 48
kataguru/Riva-Translate-4B-Finnish-GGUF

Translation • 4B • Updated 3 days ago • 163
kataguru/Riva-Translate-4B-Instruct-v2-FP8

Translation • 4B • Updated 4 days ago • 19
kataguru/TranslateGemma-27B-Finnish-W4A16-AWQ

Image-Text-to-Text • 27B • Updated about 1 hour ago • 74

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 about 1 hour ago • 73
kataguru/Qwen3.8-9B-Distill-uncensored-heretic-Finnish-GGUF

Image-Text-to-Text • 9B • Updated about 1 hour ago • 631