LocalAI/pkg/model/loader_test.go
Ettore Di Giacinto 27ec84827c
refactor(template): isolate and add tests (#2069)
* refactor(template): isolate and add tests

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

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
Signed-off-by: Dave <dave@gray101.com>
Co-authored-by: Dave <dave@gray101.com>
2024-04-19 02:40:18 +00:00

109 lines
2.9 KiB
Go

package model_test
import (
"github.com/go-skynet/LocalAI/pkg/model"
. "github.com/go-skynet/LocalAI/pkg/model"
. "github.com/onsi/ginkgo/v2"
. "github.com/onsi/gomega"
)
const chatML = `<|im_start|>{{if eq .RoleName "assistant"}}assistant{{else if eq .RoleName "system"}}system{{else if eq .RoleName "tool"}}tool{{else if eq .RoleName "user"}}user{{end}}
{{- if .FunctionCall }}
<tool_call>
{{- else if eq .RoleName "tool" }}
<tool_response>
{{- end }}
{{- if .Content}}
{{.Content }}
{{- end }}
{{- if .FunctionCall}}
{{toJson .FunctionCall}}
{{- end }}
{{- if .FunctionCall }}
</tool_call>
{{- else if eq .RoleName "tool" }}
</tool_response>
{{- end }}
<|im_end|>`
var testMatch map[string]map[string]interface{} = map[string]map[string]interface{}{
"user": {
"template": chatML,
"expected": "<|im_start|>user\nA long time ago in a galaxy far, far away...\n<|im_end|>",
"data": model.ChatMessageTemplateData{
SystemPrompt: "",
Role: "user",
RoleName: "user",
Content: "A long time ago in a galaxy far, far away...",
FunctionCall: nil,
FunctionName: "",
LastMessage: false,
Function: false,
MessageIndex: 0,
},
},
"assistant": {
"template": chatML,
"expected": "<|im_start|>assistant\nA long time ago in a galaxy far, far away...\n<|im_end|>",
"data": model.ChatMessageTemplateData{
SystemPrompt: "",
Role: "assistant",
RoleName: "assistant",
Content: "A long time ago in a galaxy far, far away...",
FunctionCall: nil,
FunctionName: "",
LastMessage: false,
Function: false,
MessageIndex: 0,
},
},
"function_call": {
"template": chatML,
"expected": "<|im_start|>assistant\n<tool_call>\n{\"function\":\"test\"}\n</tool_call>\n<|im_end|>",
"data": model.ChatMessageTemplateData{
SystemPrompt: "",
Role: "assistant",
RoleName: "assistant",
Content: "",
FunctionCall: map[string]string{"function": "test"},
FunctionName: "",
LastMessage: false,
Function: false,
MessageIndex: 0,
},
},
"function_response": {
"template": chatML,
"expected": "<|im_start|>tool\n<tool_response>\nResponse from tool\n</tool_response>\n<|im_end|>",
"data": model.ChatMessageTemplateData{
SystemPrompt: "",
Role: "tool",
RoleName: "tool",
Content: "Response from tool",
FunctionCall: nil,
FunctionName: "",
LastMessage: false,
Function: false,
MessageIndex: 0,
},
},
}
var _ = Describe("Templates", func() {
Context("chat message", func() {
var modelLoader *ModelLoader
BeforeEach(func() {
modelLoader = NewModelLoader("")
})
for key := range testMatch {
foo := testMatch[key]
It("renders correctly `"+key+"`", func() {
templated, err := modelLoader.EvaluateTemplateForChatMessage(foo["template"].(string), foo["data"].(model.ChatMessageTemplateData))
Expect(err).ToNot(HaveOccurred())
Expect(templated).To(Equal(foo["expected"]), templated)
})
}
})
})