Files
LocalAI/core/startup/model_preload_test.go
Ettore Di Giacinto 3728552e94 feat: import models via URI (#7245)
* feat: initial hook to install elements directly

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* WIP: ui changes

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* Move HF api client to pkg

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* Add simple importer for gguf files

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* Add opcache

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* wire importers to CLI

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* Add omitempty to config fields

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* Fix tests

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* Add MLX importer

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* Small refactors to star to use HF for discovery

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* Add tests

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* Common preferences

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* Add support to bare HF repos

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* feat(importer/llama.cpp): add support for mmproj files

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* add mmproj quants to common preferences

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* Fix vlm usage in tokenizer mode with llama.cpp

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2025-11-12 20:48:56 +01:00

59 lines
1.7 KiB
Go

package startup_test
import (
"fmt"
"os"
"path/filepath"
"github.com/mudler/LocalAI/core/config"
. "github.com/mudler/LocalAI/core/startup"
"github.com/mudler/LocalAI/pkg/model"
"github.com/mudler/LocalAI/pkg/system"
. "github.com/onsi/ginkgo/v2"
. "github.com/onsi/gomega"
)
var _ = Describe("Preload test", func() {
var tmpdir string
var systemState *system.SystemState
var ml *model.ModelLoader
BeforeEach(func() {
var err error
tmpdir, err = os.MkdirTemp("", "")
Expect(err).ToNot(HaveOccurred())
systemState, err = system.GetSystemState(system.WithModelPath(tmpdir))
Expect(err).ToNot(HaveOccurred())
ml = model.NewModelLoader(systemState, true)
})
Context("Preloading from strings", func() {
It("loads from embedded full-urls", func() {
url := "https://raw.githubusercontent.com/mudler/LocalAI-examples/main/configurations/phi-2.yaml"
fileName := fmt.Sprintf("%s.yaml", "phi-2")
InstallModels(nil, []config.Gallery{}, []config.Gallery{}, systemState, ml, true, true, nil, url)
resultFile := filepath.Join(tmpdir, fileName)
content, err := os.ReadFile(resultFile)
Expect(err).ToNot(HaveOccurred())
Expect(string(content)).To(ContainSubstring("name: phi-2"))
})
It("downloads from urls", func() {
url := "huggingface://TheBloke/TinyLlama-1.1B-Chat-v0.3-GGUF/tinyllama-1.1b-chat-v0.3.Q2_K.gguf"
fileName := fmt.Sprintf("%s.gguf", "tinyllama-1.1b-chat-v0.3.Q2_K")
err := InstallModels(nil, []config.Gallery{}, []config.Gallery{}, systemState, ml, true, true, nil, url)
Expect(err).ToNot(HaveOccurred())
resultFile := filepath.Join(tmpdir, fileName)
_, err = os.Stat(resultFile)
Expect(err).ToNot(HaveOccurred())
})
})
})