mlabonne
Qwen3 30B-A3B Abliterated
A well-known Transformers release applying refusal-reduction techniques to the base family.
- License
- Apache 2.0
Community model guideQwen3
Qwen3 30B-A3B Uncensored
A compact-active-parameter Qwen MoE family that balances throughput, model breadth, and reduced-refusal experimentation.
- Scale
- 30B total / 3B active class
- Architecture
- Sparse mixture-of-experts
- Modality
- Text
- Context
- Up to 128K in the base family
Model card
What is Qwen3 30B-A3B Uncensored?
Qwen3 30B-A3B uncensored releases adapt the sparse Qwen3 30B-A3B model, which has roughly 3B active parameters per token. The design targets higher throughput than a similarly sized dense model while retaining a larger total expert pool.
The family became a common base for ablation and refusal-reduction experiments. Community releases vary in methodology, language behavior, reasoning format, and tool support.
Capabilities
Where this family fits
- Fast text generation relative to dense models with similar total size
- Agent, coding, and structured reasoning experiments
- Authorized safety evaluation and refusal-boundary testing
- Long-context workflows when supported by the serving stack
Limitations
What to verify first
- Total parameters and active parameters describe different resource costs
- Some variants alter reasoning-mode behavior or chat templates
- Serving speed depends heavily on expert-routing support in the runtime
Community ecosystem
Qwen3 30B-A3B Uncensored variants on Hugging Face
These are independent community releases. Vynaris is not affiliated with their publishers and does not imply that similarly named variants are identical. Check each repository card and license before use.
mradermacher
Qwen3 30B-A3B Community Build
A local-runtime-oriented distribution of the abliterated model family.
- License
- Apache 2.0
Where to use it
Hosted, community, and self-managed paths
Managed hosted alternative
This exact family is not a public Vynaris endpoint. Use Qwen3.6 35B-A3B Uncensored when managed API access matters more than an exact checkpoint.
View the hosted alternative →Hugging Face repositories
Inspect model cards, licenses, files, release notes, and community discussions directly from the publishers listed above.
Open the first listed variant ↗Local or private deployment
Follow the selected repository's documented runtime path. Hardware, context, batching, and compatibility depend on that exact distribution.
Read Vynaris API documentation →FAQ
Questions about Qwen3 30B-A3B Uncensored
What does 30B-A3B mean?
The model has roughly 30B total parameters across its experts and activates roughly 3B for each token. It is not equivalent to a dense 30B workload.
Is Qwen3 30B-A3B fast?
It can be efficient when the runtime handles sparse expert routing well. Actual speed depends on hardware, memory bandwidth, context, batching, and implementation.
Is this exact Qwen3 model hosted on Vynaris?
Not as a public model ID. Vynaris hosts the related Qwen3.6 35B-A3B reduced-refusal profile with a similarly small active-parameter class.
Can I compare community variants before deployment?
Yes. Follow the linked Hugging Face cards, review their licenses and prompt templates, then run the same task-specific evaluation set against each candidate.
Related model cards
Compare nearby size and architecture classes
Security-friendly, not criminal-friendly.
Use these models only for lawful, authorized work. Child sexual exploitation, human trafficking or exploitation, and non-consensual sexual content are prohibited. Reduced refusal is not a safety, accuracy, or authorization guarantee.