What are the hardware requirements for T Pro It 1.0?

T Pro It 1.0 requires approximately 65.8 GB of VRAM and supports a context window of 32K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed T Pro It 1.0 and how large is it?

T Pro It 1.0 is developed by t-tech, a model with 32.8b parameters. The model is published as open weights on Hugging Face and indexed on LLM Explorer with full benchmark history.

Where can I download or evaluate T Pro It 1.0?

T Pro It 1.0 is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

T Pro It 1.0 by t-tech — VRAM 65.8GB, 32K context

Name: T Pro It 1.0
Author: t-tech

T Pro It 1.0 is an open-source language model by t-tech. Features: 32.8b LLM, VRAM: 65.8GB, Context: 32K.

Qwen2 Region:us Ru Safetensors Sharded Tensorflow

Model Card on HF 🤗: https://huggingface.co/t-tech/T-pro-it-1.0

T Pro It 1.0 Parameters and Internals

LLM Name	T Pro It 1.0
Repository 🤗	https://huggingface.co/t-tech/T-pro-it-1.0
Model Size	32.8b
Required VRAM	65.8 GB
Updated	2026-08-09
Maintainer	t-tech
Model Type	qwen2
Model Files	4.9 GB: 1-of-14 4.9 GB: 2-of-14 4.9 GB: 3-of-14 4.9 GB: 4-of-14 4.9 GB: 5-of-14 4.9 GB: 6-of-14 4.9 GB: 7-of-14 4.9 GB: 8-of-14 4.9 GB: 9-of-14 4.9 GB: 10-of-14 4.9 GB: 11-of-14 4.9 GB: 12-of-14 4.9 GB: 13-of-14 2.1 GB: 14-of-14
Supported Languages	ru
Model Architecture	Qwen2ForCausalLM
Context Length	32768
Model Max Length	32768
Transformers Version	4.46.2
Tokenizer Class	Qwen2Tokenizer
Padding Token	<\|endoftext\|>
Vocabulary Size	151665
Torch Data Type	bfloat16
Errors	replace

Rank the T Pro It 1.0 capabilities

Have you tried this model? Rate its performance — this feedback helps the ML community find the right model for their needs.

Instruction Following and Task Automation
Factuality and Completeness of Knowledge
Censorship and Alignment
Data Analysis and Insight Generation
Text Generation
Text Summarization and Feature Extraction
Code Generation
Multi-Language Support and Translation

Best Alternatives to T Pro It 1.0

Best Alternatives	Context / RAM	Downloads	Likes
AM Thinking V1	128K / 65.7 GB	79	205
Magnum Hamanasu QwQ V2 R1	128K / 65.8 GB	12	0
Magnum Hamanasu QwQ V2 R1	128K / 65.8 GB	10	0
DRIVE RL	64K / 65.6 GB	42	12
QwQ Med 3	40K / 131.5 GB	23	2
INTELLECT 2	40K / 131.5 GB	75	204
FluentlyLM Prinum	32K / 65.8 GB	1436	31
PathFinderAi3.0	32K / 65.8 GB	4	1
Vlsi MoE Ffn Merged	32K / 65.5 GB	9	0
...py Roleplay 1739875661 0711603	32K / 65.8 GB	54	0

Note: green Score (e.g. "73.2") means that the model is better than t-tech/T-pro-it-1.0.