What are the hardware requirements for Stable DiffCoder 8B Base?

Stable DiffCoder 8B Base requires approximately 16.5 GB of VRAM and supports a context window of 8K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Stable DiffCoder 8B Base and how large is it?

Stable DiffCoder 8B Base is developed by ByteDance-Seed, a model with 8b 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 Stable DiffCoder 8B Base?

Stable DiffCoder 8B Base is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Stable DiffCoder 8B Base by ByteDance-Seed — VRAM 16.5GB, 8K context

Name: Stable DiffCoder 8B Base
Author: ByteDance-Seed

Stable DiffCoder 8B Base is an open-source language model by ByteDance-Seed. Features: 8b LLM, VRAM: 16.5GB, Context: 8K, License: mit, LLM Explorer Score: 0.23.

Arxiv:2601.15892 Custom code Endpoints compatible Feature-extraction Llama Region:us Safetensors Sharded Tensorflow

Model Card on HF 🤗: https://huggingface.co/ByteDance-Seed/Stable-DiffCoder-8B-Base

Stable DiffCoder 8B Base Parameters and Internals

LLM Name	Stable DiffCoder 8B Base
Repository 🤗	https://huggingface.co/ByteDance-Seed/Stable-DiffCoder-8B-Base
Model Size	8b
Required VRAM	16.5 GB
Updated	2026-08-23
Maintainer	ByteDance-Seed
Model Type	llama
Model Files	4.9 GB: 1-of-4 4.9 GB: 2-of-4 5.0 GB: 3-of-4 1.7 GB: 4-of-4
Model Architecture	StableDiffcoderForCausalLM
License	mit
Context Length	8192
Model Max Length	8192
Transformers Version	5.3.0
Tokenizer Class	PreTrainedTokenizerFast
Padding Token	<[PAD▁TOKEN]>
Vocabulary Size	155136
Torch Data Type	bfloat16

Rank the Stable DiffCoder 8B Base capabilities

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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 Stable DiffCoder 8B Base

Best Alternatives	Context / RAM	Downloads	Likes
Stable DiffCoder 8B Instruct	8K / 16.5 GB	425	142

Note: green Score (e.g. "73.2") means that the model is better than ByteDance-Seed/Stable-DiffCoder-8B-Base.