second_constantine/
t-pro-it-2.1

9 4 days ago

T-pro-it-2.1 — is an efficient russian model built upon the Qwen 3 model family with improved instruction following and tool-calling capabilities (quantized Q4_K_M)

tools thinking 32b

Models

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1 model

t-pro-it-2.1:32b

20GB · 40K context window · Text · 4 days ago

Readme

Based on https://huggingface.co/t-tech/T-pro-it-2.1-GGUF

Release https://habr.com/ru/companies/tbank/articles/979650/

Feature Value
vision false
thinking true
tools true
Device Speed, token/s Context VRAM, gb Versions
RTX 3090 24gb ~36 4096 21 Q4_K_M,0.12.2
RTX 3090 24gb ~36 15360 24 Q4_K_M,0.12.2