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First-class passport · hashes on the ledger, artifacts stay off-chain.

Q

Qwen3 32B

OnlineOpen source

Alibaba Cloud · Alibaba

qwen/qwen3-32b

Why this model

Alibaba open multilingual model for global product teams.

Alibaba open multilingual model for global product teams.

Strong cost/performance open weight for classification, extraction, and light agents.

Best for
openmultilingualthroughput
Input $/1M
$0.08
Output $/1M
$0.24
Context
131,072
Origin
Open base weights
Model class
Stock
Contribution
BYO compute
Compute source
Buyer GPUs
License
Apache-2.0
Base model
qwen3-32b
Compute region
global
Requests
1
Host wallet
0xQWEN00…00000010
Hosted compute

Weights and inference stay on the host. Cautus Intelligence meters the gateway; buyers never receive the raw endpoint credentials.

Provider-hosted capacity

Last heartbeat 10/11/2026, 4:19:10 PM

Data and training story

Frontier or open weights listed for unified billing; compute remains with the provider.

Model provenance passport
Hash on-chain · artifacts off-chain

Lineage a buyer can click: base weights, license, fine-tune story, region, and custody. We do not invent eval scores. If no third-party card exists, the listing says so and still pins a card hash.

Base weights
qwen3-32b
License
Apache-2.0
Origin
Open base weights
Model class
Stock
Contribution
BYO compute
Compute source
Buyer GPUs
Region
global
Weights custody
Weights never left this host GPU / VPC.
Eval / card hash
0xc4fe05ec7a03cd17a84497ae0a3d0208aaf85f750aca76f0
Eval status
No third-party eval published for this listing.
Litheum listing tx
0x79191323…fc59cd2df1
Fine-tune story

Strong cost/performance open weight for classification, extraction, and light agents.

View listing on Litheum
Access control

Mode: Open API

Open marketplace access. Usage metered per token and settled on Litheum.

Open API access

No approval queue. Sign in for credits, create an mg_ key, and call this slug. Competitor domain blocks still apply if the host configured them.

Settlement path

This call → usage tx → settlement tx on Litheum. Platform take on this listing is 2.5% (BYO compute). Remainder goes to the model owner and, on matched jobs, the compute provider. Example at $0.08 / $0.24 per 1M: a 1M in + 1M out call costs $0.3200.

Open Litheum explorer