What are the hardware requirements for DynaGuard 1.7B?

DynaGuard 1.7B requires approximately 4.1 GB of VRAM and supports a context window of 40K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed DynaGuard 1.7B and how large is it?

DynaGuard 1.7B is developed by tomg-group-umd, a model with 1.7b 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 DynaGuard 1.7B?

DynaGuard 1.7B is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

DynaGuard 1.7B by tomg-group-umd — VRAM 4.1GB, 40K context

Name: DynaGuard 1.7B
Author: tomg-group-umd

DynaGuard 1.7B is an open-source language model by tomg-group-umd. Features: 1.7b LLM, VRAM: 4.1GB, Context: 40K, License: apache-2.0, LLM Explorer Score: 0.21.

Arxiv:2509.02563 Base model:finetune:qwen/qwen3... Base model:qwen/qwen3-1.7b Conversational Dataset:tomg-group-umd/dynaben... Dynaguard En Endpoints compatible Guardrail Moderation Qwen3 Region:us Safetensors Safety Umd

Model Card on HF 🤗: https://huggingface.co/tomg-group-umd/DynaGuard-1.7B

DynaGuard 1.7B Parameters and Internals

LLM Name	DynaGuard 1.7B
Repository 🤗	https://huggingface.co/tomg-group-umd/DynaGuard-1.7B
Base Model(s)	Qwen/Qwen3-1.7B Qwen/Qwen3-1.7B
Model Size	1.7b
Required VRAM	4.1 GB
Updated	2026-08-05
Maintainer	tomg-group-umd
Model Type	qwen3
Model Files	4.1 GB
Supported Languages	en
Model Architecture	Qwen3ForCausalLM
License	apache-2.0
Context Length	40960
Model Max Length	40960
Transformers Version	4.51.3
Tokenizer Class	Qwen2Tokenizer
Padding Token	<\|endoftext\|>
Vocabulary Size	151936
Torch Data Type	bfloat16
Errors	replace

Rank the DynaGuard 1.7B 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 DynaGuard 1.7B

Best Alternatives	Context / RAM	Downloads	Likes
Lucy 128K	128K / 3.4 GB	123	112
Polaris 1.7B Preview	128K / 3.4 GB	73	8
DictaLM 3.0 1.7B Instruct	60K / 3.4 GB	2842	1
Qwen3 1.7B	40K / 4 GB	5633291	500
DualMind TKD Agentic 1.7B	40K / 3.4 GB	1798	0
Atomight V2.5 1.7B	40K / 3.4 GB	1406	1
MedPsy 1.7B	40K / 4.1 GB	933	8
Supertron2 1.7B	40K / 3.4 GB	248	7
Qwen3 1.7B	40K / 3.4 GB	122938	12
Safety Model	40K / 3.4 GB	231	0

Note: green Score (e.g. "73.2") means that the model is better than tomg-group-umd/DynaGuard-1.7B.