Files
LocalAI/pkg/templates/multimodal_test.go
T
Ettore Di Giacinto 6d5bde860b feat(llama.cpp): upgrade and use libmtmd (#5379)
* WIP

* wip

* wip

* Make it compile

* Update json.hpp

* this shouldn't be private for now

* Add logs

* Reset auto detected template

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

* Re-enable grammars

* This seems to be broken - https://github.com/ggml-org/llama.cpp/commit/360a9c98e13d35f322b4c5b1309aab0cc90ed82b#diff-a18a8e64e12a01167d8e98fc[…]cccf0d4eed09d76d879L2998-L3207

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

* Placeholder

* Simplify image loading

* use completion type

* disable streaming

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

* correctly return timings

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

* Remove some debug logging

* Adapt tests

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

* Keep header

* embedding: do not use oai type

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

* Sync from server.cpp

* Use utils and json directly from llama.cpp

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

* Sync with upstream

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

* fix: copy json.hpp from the correct location

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

* fix: add httplib

* sync llama.cpp

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

* Embeddiongs: set OAICOMPAT_TYPE_EMBEDDING

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

* feat: sync with server.cpp by including it

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

* make it darwin-compatible

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

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2025-05-17 16:02:53 +02:00

90 lines
2.7 KiB
Go

package templates_test
import (
. "github.com/mudler/LocalAI/pkg/templates" // Update with your module path
// Update with your module path
. "github.com/onsi/ginkgo/v2"
. "github.com/onsi/gomega"
)
var _ = Describe("EvaluateTemplate", func() {
Context("templating simple strings for multimodal chat", func() {
It("should template messages correctly", func() {
result, err := TemplateMultiModal("", MultiModalOptions{
TotalImages: 1,
TotalAudios: 0,
TotalVideos: 0,
ImagesInMessage: 1,
AudiosInMessage: 0,
VideosInMessage: 0,
}, "bar")
Expect(err).NotTo(HaveOccurred())
Expect(result).To(Equal("<__image__>bar"))
})
It("should handle messages with more images correctly", func() {
result, err := TemplateMultiModal("", MultiModalOptions{
TotalImages: 2,
TotalAudios: 0,
TotalVideos: 0,
ImagesInMessage: 2,
AudiosInMessage: 0,
VideosInMessage: 0,
}, "bar")
Expect(err).NotTo(HaveOccurred())
Expect(result).To(Equal("<__image__><__image__>bar"))
})
It("should handle messages with more images correctly", func() {
result, err := TemplateMultiModal("", MultiModalOptions{
TotalImages: 4,
TotalAudios: 1,
TotalVideos: 0,
ImagesInMessage: 2,
AudiosInMessage: 1,
VideosInMessage: 0,
}, "bar")
Expect(err).NotTo(HaveOccurred())
Expect(result).To(Equal("[audio-0]<__image__><__image__>bar"))
})
It("should handle messages with more images correctly", func() {
result, err := TemplateMultiModal("", MultiModalOptions{
TotalImages: 3,
TotalAudios: 1,
TotalVideos: 0,
ImagesInMessage: 1,
AudiosInMessage: 1,
VideosInMessage: 0,
}, "bar")
Expect(err).NotTo(HaveOccurred())
Expect(result).To(Equal("[audio-0]<__image__>bar"))
})
It("should handle messages with more images correctly", func() {
result, err := TemplateMultiModal("", MultiModalOptions{
TotalImages: 0,
TotalAudios: 0,
TotalVideos: 0,
ImagesInMessage: 0,
AudiosInMessage: 0,
VideosInMessage: 0,
}, "bar")
Expect(err).NotTo(HaveOccurred())
Expect(result).To(Equal("bar"))
})
})
Context("templating with custom defaults", func() {
It("should handle messages with more images correctly", func() {
result, err := TemplateMultiModal("{{ range .Audio }}[audio-{{ add1 .ID}}]{{end}}{{ range .Images }}[img-{{ add1 .ID}}]{{end}}{{ range .Video }}[vid-{{ add1 .ID}}]{{end}}{{.Text}}", MultiModalOptions{
TotalImages: 1,
TotalAudios: 0,
TotalVideos: 0,
ImagesInMessage: 1,
AudiosInMessage: 0,
VideosInMessage: 0,
}, "bar")
Expect(err).NotTo(HaveOccurred())
Expect(result).To(Equal("[img-1]bar"))
})
})
})