init --model R-Instruct-embed-TH-v3 --params 80B
Initializing Mixture of Experts (MoE) model...
Loading model with 80B parameters
Model initialized and ready
build_idx --source knowledge_base --embedding text-embed
Building embedding index for retrieval...
Processing RAG data sources
Vector database ready for search
run --workflow analyze --agent autonomous_agent
Executing Autonomous Agent workflow...
Processing context window (32k tokens)
Agent confidence: 0.92
Workflow complete — insights ready
deploy --api model_endpoint --tokenize
Deploying model to endpoint...
Configuring inference parameters
Applying tokenization
API live — latency 85ms, uptime 99.9%
init --model R-Instruct-embed-TH-v3 --params 80B
Initializing Mixture of Experts (MoE) model...
Loading model with 80B parameters
Model initialized and ready
build_idx --source knowledge_base --embedding text-embed
Building embedding index for retrieval...
Processing RAG data sources
Vector database ready for search
run --workflow analyze --agent autonomous_agent
Executing Autonomous Agent workflow...
Processing context window (32k tokens)
Agent confidence: 0.92
Workflow complete — insights ready
deploy --api model_endpoint --tokenize
Deploying model to endpoint...
Configuring inference parameters
Applying tokenization
API live — latency 85ms, uptime 99.9%