What are the hardware requirements for Dream V0 Base 7B?

Dream V0 Base 7B requires approximately 15.2 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 Dream V0 Base 7B and how large is it?

Dream V0 Base 7B is developed by Dream-org, 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 Dream V0 Base 7B?

Dream V0 Base 7B is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Dream V0 Base 7B by Dream-org — VRAM 15.2GB, 128K context

Name: Dream V0 Base 7B
Author: Dream-org

Dream V0 Base 7B is an open-source language model by Dream-org. Features: 7b LLM, VRAM: 15.2GB, Context: 128K, License: apache-2.0, LLM Explorer Score: 0.21.

Conversational Custom code Dream Feature-extraction Region:us Safetensors Sharded Tensorflow

Model Card on HF 🤗: https://huggingface.co/Dream-org/Dream-v0-Base-7B

Dream V0 Base 7B Parameters and Internals

LLM Name	Dream V0 Base 7B
Repository 🤗	https://huggingface.co/Dream-org/Dream-v0-Base-7B
Model Size	7b
Required VRAM	15.2 GB
Updated	2026-07-23
Maintainer	Dream-org
Model Type	Dream
Model Files	4.9 GB: 1-of-4 4.9 GB: 2-of-4 4.3 GB: 3-of-4 1.1 GB: 4-of-4
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	bfloat16
Errors	replace

Rank the Dream V0 Base 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 Dream V0 Base 7B

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
Bridge 7B Diffusion Full	128K / 30.5 GB	11	3
DiffuCoder 7B CpGRPO	128K / 15.2 GB	1042	319
DiffuCoder 7B Instruct	128K / 15.2 GB	1003	61
Dream Coder V0 Base 7B	32K / 15.2 GB	183	9
DiffuCoder 7B CpGRPO 8bit	128K / 8.1 GB	59	9
DiffuCoder 7B CpGRPO 4bit	128K / 4.3 GB	23	4

Note: green Score (e.g. "73.2") means that the model is better than Dream-org/Dream-v0-Base-7B.