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f8a6e88819
* Only load supported models on new engine Verify the model is supported before trying to load * int: testcase for all library models
58 lines
2.0 KiB
Go
58 lines
2.0 KiB
Go
//go:build integration && library
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package integration
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import (
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"context"
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"log/slog"
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"testing"
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"time"
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"github.com/ollama/ollama/api"
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)
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// First run of this scenario on a target system will take a long time to download
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// ~1.5TB of models. Set a sufficiently large -timeout for your network speed
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func TestLibraryModelsGenerate(t *testing.T) {
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softTimeout, hardTimeout := getTimeouts(t)
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slog.Info("Setting timeouts", "soft", softTimeout, "hard", hardTimeout)
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ctx, cancel := context.WithTimeout(context.Background(), hardTimeout)
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defer cancel()
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client, _, cleanup := InitServerConnection(ctx, t)
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defer cleanup()
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chatModels := libraryChatModels
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for _, model := range chatModels {
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t.Run(model, func(t *testing.T) {
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if time.Now().Sub(started) > softTimeout {
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t.Skip("skipping remaining tests to avoid excessive runtime")
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}
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if err := PullIfMissing(ctx, client, model); err != nil {
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t.Fatalf("pull failed %s", err)
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}
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req := api.GenerateRequest{
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Model: model,
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Prompt: "why is the sky blue?",
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KeepAlive: &api.Duration{Duration: 10 * time.Second},
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Options: map[string]interface{}{
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"temperature": 0.1,
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"seed": 123,
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},
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}
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anyResp := []string{"rayleigh", "scatter", "atmosphere", "nitrogen", "oxygen", "wavelength"}
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// Special cases
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if model == "duckdb-nsql" {
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anyResp = []string{"select", "from"}
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} else if model == "granite3-guardian" || model == "shieldgemma" || model == "llama-guard3" || model == "bespoke-minicheck" {
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anyResp = []string{"yes", "no", "safe", "unsafe"}
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} else if model == "openthinker" || model == "nexusraven" {
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anyResp = []string{"plugin", "im_sep", "components", "function call"}
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} else if model == "starcoder" || model == "starcoder2" || model == "magicoder" || model == "deepseek-coder" {
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req.Prompt = "def fibonacci():"
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anyResp = []string{"f(n)", "sequence", "n-1", "main()", "__main__", "while"}
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}
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DoGenerate(ctx, t, client, req, anyResp, 120*time.Second, 30*time.Second)
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})
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}
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}
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