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main.go
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57 lines (47 loc) · 1.06 KB
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package main
import (
"fmt"
"log"
"os"
"github.com/joho/godotenv"
. "github.com/scriptmaster/hf_transformers_go/transformers"
)
var pipeline = Pipeline
func main() {
_ = godotenv.Load(".env.local")
if _, err := EnsureONNXRuntimeSharedLib(); err != nil {
log.Fatal(err)
}
modelID := os.Getenv("MODEL_ID")
if modelID == "" {
modelID = "onnx-community/SmolLM-135M-ONNX"
}
generator, err := pipeline(
"text-generation",
modelID,
map[string]any{"dtype": "q4"},
)
if err != nil {
log.Println(err)
return
}
messages := []ChatMessage{
{Role: RoleSystem, Content: "You are a helpful assistant."},
{Role: RoleUser, Content: "What is the third planet in our solar system?"},
}
out, err := generator(messages, map[string]any{
"max_new_tokens": 64,
"do_sample": false,
"streamer": func(ev PipelineStreamEvent) bool {
fmt.Print(ev.DeltaText)
return !ev.Done
},
})
if err != nil {
log.Println(err)
return
}
gen := out[0]["generated_text"].([]map[string]any)
fmt.Println("\n---")
fmt.Println(gen[len(gen)-1]["content"].(string))
}