What are the hardware requirements for Dots.llm1.inst?

Dots.llm1.inst requires approximately 172 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 Dots.llm1.inst and how large is it?

Dots.llm1.inst is developed by dots-studio, a model with 142.8b 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 Dots.llm1.inst?

Dots.llm1.inst is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Dots.llm1.inst by dots-studio — VRAM 172GB, 32K context

Name: Dots.llm1.inst
Author: dots-studio

Dots.llm1.inst is an open-source language model by dots-studio. Features: 142.8b LLM, VRAM: 172GB, Context: 32K, License: mit, LLM Explorer Score: 0.2.

Arxiv:2506.05767 Base model:finetune:rednote-hi... Base model:rednote-hilab/dots.... Chat Conversational Dots1 En Endpoints compatible Region:us Safetensors Sharded Tensorflow Zh

Model Card on HF 🤗: https://huggingface.co/dots-studio/dots.llm1.inst

Dots.llm1.inst Parameters and Internals

LLM Name	Dots.llm1.inst
Repository 🤗	https://huggingface.co/dots-studio/dots.llm1.inst
Base Model(s)	rednote-hilab/dots.llm1.base rednote-hilab/dots.llm1.base
Model Size	142.8b
Required VRAM	172 GB
Updated	2026-10-26
Maintainer	dots-studio
Model Type	dots1
Model Files	4.3 GB: 1-of-67 4.3 GB: 2-of-67 4.3 GB: 3-of-67 4.3 GB: 4-of-67 4.3 GB: 5-of-67 4.3 GB: 6-of-67 4.3 GB: 7-of-67 4.3 GB: 8-of-67 4.3 GB: 9-of-67 4.3 GB: 10-of-67 4.3 GB: 11-of-67 4.3 GB: 12-of-67 4.3 GB: 13-of-67 4.3 GB: 14-of-67 4.3 GB: 15-of-67 4.3 GB: 16-of-67 4.3 GB: 17-of-67 4.3 GB: 18-of-67 4.3 GB: 19-of-67 4.3 GB: 20-of-67 4.3 GB: 21-of-67 4.3 GB: 22-of-67 4.3 GB: 23-of-67 4.3 GB: 24-of-67 4.3 GB: 25-of-67 4.3 GB: 26-of-67 4.3 GB: 27-of-67 4.3 GB: 28-of-67 4.3 GB: 29-of-67 4.3 GB: 30-of-67 4.3 GB: 31-of-67 4.3 GB: 32-of-67 4.3 GB: 33-of-67 4.3 GB: 34-of-67 4.3 GB: 35-of-67 4.3 GB: 36-of-67 4.3 GB: 37-of-67 4.3 GB: 38-of-67 4.3 GB: 39-of-67 4.3 GB: 40-of-67
Supported Languages	en zh
Model Architecture	Dots1ForCausalLM
License	mit
Context Length	32768
Model Max Length	32768
Transformers Version	4.46.3
Vocabulary Size	152064
Torch Data Type	bfloat16

Rank the Dots.llm1.inst capabilities

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Instruction Following and Task Automation
Factuality and Completeness of Knowledge
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Multi-Language Support and Translation

Best Alternatives to Dots.llm1.inst

Best Alternatives	Context / RAM	Downloads	Likes
Dots.llm1.inst	32K / 172 GB	23988	177
Dots.llm1.base	32K / 176.3 GB	5747	69
Dots.llm1.base	32K / 176.3 GB	306	66

Note: green Score (e.g. "73.2") means that the model is better than dots-studio/dots.llm1.inst.