What are the hardware requirements for Bridge 7B Diffusion Full?

Bridge 7B Diffusion Full requires approximately 30.5 GB of VRAM and supports a context window of 128K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Bridge 7B Diffusion Full and how large is it?

Bridge 7B Diffusion Full is developed by WilhelmH, a model with 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 Bridge 7B Diffusion Full?

Bridge 7B Diffusion Full is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Bridge 7B Diffusion Full by WilhelmH — VRAM 30.5GB, 128K context

Name: Bridge 7B Diffusion Full
Author: WilhelmH

Bridge 7B Diffusion Full is an open-source language model by WilhelmH. Features: 7b LLM, VRAM: 30.5GB, Context: 128K, License: apache-2.0, Instruction-Based, LLM Explorer Score: 0.23.

Arxiv:2508.15487 Base model:dream-org/dream-v0-... Base model:finetune:dream-org/... Conversational Custom code Dataset:ianncity/kimi-k2.5-100... Diffusion Dream Instruct Reasoning Region:us Reversethought Safetensors Sharded Tensorflow

Model Card on HF 🤗: https://huggingface.co/WilhelmH/Bridge-7b-Diffusion-Full

Bridge 7B Diffusion Full Parameters and Internals

LLM Name	Bridge 7B Diffusion Full
Repository 🤗	https://huggingface.co/WilhelmH/Bridge-7b-Diffusion-Full
Base Model(s)	Dream V0 Instruct 7B Dream-org/Dream-v0-Instruct-7B
Model Size	7b
Required VRAM	30.5 GB
Updated	2026-07-14
Maintainer	WilhelmH
Model Type	Dream
Instruction-Based	Yes
Model Files	5.0 GB: 1-of-7 4.8 GB: 2-of-7 4.9 GB: 3-of-7 4.9 GB: 4-of-7 5.0 GB: 5-of-7 3.7 GB: 6-of-7 2.2 GB: 7-of-7 0.0 GB
Model Architecture	DreamModel
License	apache-2.0
Context Length	131072
Model Max Length	131072
Transformers Version	4.46.2
Tokenizer Class	DreamTokenizer
Padding Token	<\|endoftext\|>
Vocabulary Size	152064
Torch Data Type	float32
Errors	replace

Rank the Bridge 7B Diffusion Full 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 Bridge 7B Diffusion Full

Best Alternatives	Context / RAM	Downloads	Likes
Dream V0 Instruct 7B	128K / 15.2 GB	99772	159
CADD Base 7B	128K / 15.2 GB	204	12
DiffuCoder 7B CpGRPO	128K / 15.2 GB	1042	319
DiffuCoder 7B Instruct	128K / 15.2 GB	1003	61

Note: green Score (e.g. "73.2") means that the model is better than WilhelmH/Bridge-7b-Diffusion-Full.