What are the hardware requirements for DiffuCoder 7B CpGRPO 4bit?

DiffuCoder 7B CpGRPO 4bit requires approximately 4.3 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 DiffuCoder 7B CpGRPO 4bit and how large is it?

DiffuCoder 7B CpGRPO 4bit is developed by mlx-community, 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 DiffuCoder 7B CpGRPO 4bit?

DiffuCoder 7B CpGRPO 4bit is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

DiffuCoder 7B CpGRPO 4bit by mlx-community — VRAM 4.3GB, 128K context

Name: DiffuCoder 7B CpGRPO 4bit
Author: mlx-community

DiffuCoder 7B CpGRPO 4bit is an open-source language model by mlx-community. Features: 7b LLM, VRAM: 4.3GB, Context: 128K, License: unknown, Quantized, LLM Explorer Score: 0.19.

4-bit 4bit Base model:apple/diffucoder-7b... Base model:quantized:apple/dif... Code Conversational Diffusion large language model Dream Mlx Quantized Region:us Safetensors Text-diffusion-model

Model Card on HF 🤗: https://huggingface.co/mlx-community/DiffuCoder-7B-cpGRPO-4bit

DiffuCoder 7B CpGRPO 4bit Parameters and Internals

LLM Name	DiffuCoder 7B CpGRPO 4bit
Repository 🤗	https://huggingface.co/mlx-community/DiffuCoder-7B-cpGRPO-4bit
Base Model(s)	DiffuCoder 7B CpGRPO apple/DiffuCoder-7B-cpGRPO
Model Size	7b
Required VRAM	4.3 GB
Updated	2026-08-08
Maintainer	mlx-community
Model Type	Dream
Model Files	4.3 GB
Quantization Type	4bit
Model Architecture	DreamModel
License	unknown
Context Length	131072
Model Max Length	131072
Transformers Version	4.52.0.dev0
Tokenizer Class	DreamTokenizer
Padding Token	<\|dlm_pad\|>
Vocabulary Size	152064
Torch Data Type	bfloat16
Errors	replace

Rank the DiffuCoder 7B CpGRPO 4bit 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 DiffuCoder 7B CpGRPO 4bit

Best Alternatives	Context / RAM	Downloads	Likes
DiffuCoder 7B CpGRPO 8bit	128K / 8.1 GB	59	9
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
Dream V0 Base 7B	128K / 15.2 GB	6719	54
DiffuCoder 7B Instruct	128K / 15.2 GB	1003	61
Dream Coder V0 Base 7B	32K / 15.2 GB	183	9

Note: green Score (e.g. "73.2") means that the model is better than mlx-community/DiffuCoder-7B-cpGRPO-4bit.