v2026.4.1
All Bundles

Phi3Session

Phi-3 / SLM inference session for text generation. Supports autoregressive generation with KV-cache management, temperature-based sampling, and configurable EOS tokens. Example session := Phi3Session->New("phi3-mini/model.onnx"); token_ids := [1, 3148, 1001, 29901, 825, 338, 29871, 29906, 718, 29871, 29906, 29973]; eos_tokens := [2, 32007]; result := session->Generate(token_ids, 128, 0.7, eos_tokens); each(token in result->GetTokens()) { token->PrintLine(); }; session->Close();

Operations

Close

Closes the session

method : public : Close() ~ Nil

Generate

Generate text tokens from input token IDs

method : public : Generate(token_ids:Int[], max_tokens:Int, temperature:Float, eos_tokens:Int[]) ~ API.Onnx.Phi3Result

Parameters

NameTypeDescription
token_idsIntinput token IDs (prompt)
max_tokensIntmaximum number of tokens to generate
temperatureFloatsampling temperature (0.0 for greedy)
eos_tokensIntarray of end-of-sequence token IDs

Return

TypeDescription
Phi3Resultgeneration result with output token IDs

New

Constructor.

New(model:String)

Parameters

NameTypeDescription
modelStringPhi-3/SLM ONNX model path

New

Constructor.

New(model:String, config:Map<String,String>)

Parameters

NameTypeDescription
modelStringPhi-3/SLM ONNX model path
configMap<String,String>session configuration parameters