What are the hardware requirements for GPTR 8B V1?

GPTR 8B V1 requires approximately 16.1 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 GPTR 8B V1 and how large is it?

GPTR 8B V1 is developed by attn-signs, a model with 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 GPTR 8B V1?

GPTR 8B V1 is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

GPTR 8B V1 by attn-signs — VRAM 16.1GB, 32K context

Name: GPTR 8B V1
Author: attn-signs

GPTR 8B V1 is an open-source language model by attn-signs. Features: 8b LLM, VRAM: 16.1GB, Context: 32K, License: apache-2.0, LLM Explorer Score: 0.18.

Base model:attn-signs/gptr-8b-... Base model:finetune:attn-signs... Conversational Dataset:d0rj/gsm8k-ru Endpoints compatible Llama Reasoning Region:us Ru Safetensors Sharded Tensorflow

Model Card on HF 🤗: https://huggingface.co/attn-signs/GPTR-8b-v1

GPTR 8B V1 Parameters and Internals

LLM Name	GPTR 8B V1
Repository 🤗	https://huggingface.co/attn-signs/GPTR-8b-v1
Base Model(s)	attn-signs/GPTR-8b-base attn-signs/GPTR-8b-base
Model Size	8b
Required VRAM	16.1 GB
Updated	2026-07-11
Maintainer	attn-signs
Model Type	llama
Model Files	5.0 GB: 1-of-4 5.0 GB: 2-of-4 4.9 GB: 3-of-4 1.2 GB: 4-of-4
Supported Languages	ru
Model Architecture	LlamaForCausalLM
License	apache-2.0
Context Length	32768
Model Max Length	32768
Transformers Version	4.51.1
Tokenizer Class	LlamaTokenizer
Padding Token	<unk>
Vocabulary Size	129026
Torch Data Type	bfloat16

Rank the GPTR 8B V1 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 GPTR 8B V1

Best Alternatives	Context / RAM	Downloads	Likes
...otron 8B UltraLong 4M Instruct	4192K / 32.1 GB	1135	125
UltraLong Thinking	4192K / 16.1 GB	2	3
...a 3.1 8B UltraLong 4M Instruct	4192K / 32.1 GB	176	24
...a 3.1 8B UltraLong 2M Instruct	2096K / 32.1 GB	875	9
...otron 8B UltraLong 2M Instruct	2096K / 32.1 GB	124	18
Cthulhu 8B V1.4	1048K / 16.1 GB	10	10
...raLong 1M Instruct Abliterated	1048K / 32.1 GB	4	9
...a 3.1 8B UltraLong 1M Instruct	1048K / 32.1 GB	1387	29
...otron 8B UltraLong 1M Instruct	1048K / 32.1 GB	702	59
...xis Bookwriter Llama3.1 8B Sft	1048K / 16.1 GB	25	4

Note: green Score (e.g. "73.2") means that the model is better than attn-signs/GPTR-8b-v1.