LLM EXPLORER 56,604 MODELS INDEXED

DynaGuard 8B by tomg-group-umd

By tomg-group-umd · 952 downloads

DynaGuard 8B is an open-source language model by tomg-group-umd. Features: 8b LLM, VRAM: 16.4GB, Context: 40K, License: apache-2.0, LLM Explorer Score: 0.21.

  Arxiv:2509.02563 Base model:finetune:qwen/qwen3...   Base model:qwen/qwen3-8b   Conversational Dataset:tomg-group-umd/dynaben...   Deploy:azure   Dynaguard   En   Endpoints compatible   Guardrail   Moderation   Qwen3   Region:us   Safetensors   Safety   Sharded   Tensorflow   Umd

DynaGuard 8B Parameters and Internals

LLM NameDynaGuard 8B
Repository πŸ€—https://huggingface.co/tomg-group-umd/DynaGuard-8B 
Base Model(s)  Qwen3 8B   Qwen/Qwen3-8B
Model Size8b
Required VRAM16.4 GB
Updated2026-08-08
Maintainertomg-group-umd
Model Typeqwen3
Model Files  5.0 GB: 1-of-4   5.0 GB: 2-of-4   5.0 GB: 3-of-4   1.4 GB: 4-of-4
Supported Languagesen
Model ArchitectureQwen3ForCausalLM
Licenseapache-2.0
Context Length40960
Model Max Length40960
Transformers Version4.51.3
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size151936
Torch Data Typebfloat16
Errorsreplace

Best Alternatives to DynaGuard 8B

Best Alternatives
Context / RAM
Downloads
Likes
PaCoRe 8B320K / 1.2 GB5448
RLVR 8B 0926320K / 1.2 GB638
...n3 8B 320K Context 10X Massive320K / 16.4 GB200
...r Of Horror Jan V1 256K Ctx 8B256K / 16.1 GB333
... BIG Jan Horror V1 256K Ctx 8B256K / 16.1 GB440
Qwen3 8B 256K Context 8X Grand256K / 16.4 GB950
...wen3 8B 192K Context 6X Larger192K / 16.4 GB550
DeepSeek R1 0528 Qwen3 8B128K / 16.4 GB17622931082
Marco DeepResearch 8B128K / 16.3 GB52027
Marco DeepResearch 8B128K / 16.3 GB24234
Note: green Score (e.g. "73.2") means that the model is better than tomg-group-umd/DynaGuard-8B.