Qwen3.8-2.4T-A95B

Why teams choose it

Tradeoffs to know

• The 2.4T checkpoint has exceptional storage, memory, networking, and serving requirements despite sparse activation.
• Its custom Qwen3.8-Max License is not Apache 2.0; review attribution and commercial-service obligations.
• Model-card capabilities and evaluations are vendor-reported and sensitive to serving stack, precision, and reasoning configuration.

When not to use this

• Self-hosting outcomes depend on hardware, quantization, and ops maturity—budget time beyond swapping an API hostname.
• May demand more instrumentation than SaaS-managed APIs to duplicate latency, failover, and support guarantees.
• Benchmark prompts and regressions continuously before rewriting entire routing tables around weights.

Technical specs

Inputs

text

Outputs

text

Capabilities

reasoning, coding, research, long-horizon agents, long-context, configurable reasoning, local deployment

License

Qwen3.8-Max License

Model string

qwen-3-8-2-4t-a95b

Benchmarks

{
  "source": "https://huggingface.co/Qwen/Qwen3.8-2.4T-A95B",
  "native_context": 262144,
  "vendor_reported": true,
  "total_parameters": "2.4T",
  "activated_parameters": "95B"
}