ollama/server/llm_image_test.go
Daniel Hiltgen 697bea6939 Guard integration tests with a tag
This should help CI avoid running the integration test logic in a
container where it's not currently possible.
2023-12-22 16:33:27 -08:00

544 lines
60 KiB
Go

//go:build integration
package server
import (
"context"
"encoding/base64"
"log"
"os"
"strings"
"testing"
"time"
"github.com/jmorganca/ollama/api"
"github.com/jmorganca/ollama/llm"
"github.com/stretchr/testify/assert"
"github.com/stretchr/testify/require"
)
func TestIntegrationMultimodal(t *testing.T) {
SkipIFNoTestData(t)
image, err := base64.StdEncoding.DecodeString(imageEncoding)
require.NoError(t, err)
req := api.GenerateRequest{
Model: "llava:7b",
Prompt: "what does the text in this image say?",
Options: map[string]interface{}{},
Images: []api.ImageData{
image,
},
}
resp := "the ollamas"
workDir, err := os.MkdirTemp("", "ollama")
require.NoError(t, err)
defer os.RemoveAll(workDir)
require.NoError(t, llm.Init(workDir))
ctx, cancel := context.WithTimeout(context.Background(), time.Second*60)
defer cancel()
opts := api.DefaultOptions()
opts.Seed = 42
opts.Temperature = 0.0
model, llmRunner := PrepareModelForPrompts(t, req.Model, opts)
defer llmRunner.Close()
response := OneShotPromptResponse(t, ctx, req, model, llmRunner)
log.Print(response)
assert.Contains(t, strings.ToLower(response), resp)
}
const imageEncoding = `iVBORw0KGgoAAAANSUhEUgAAANIAAAB4CAYAAACHHqzKAAAAAXNSR0IArs4c6QAAAIRlWElmTU0AKgAAAAgABQESAAMAAAABAAEAAAEaAAUAAAABAAAASgEb
AAUAAAABAAAAUgEoAAMAAAABAAIAAIdpAAQAAAABAAAAWgAAAAAAAABIAAAAAQAAAEgAAAABAAOgAQADAAAAAQABAACgAgAEAAAAAQAAANKgAwAEAAAAAQAA
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