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https://github.com/ollama/ollama.git
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Fix issues with templating prompt in chat mode (#2460)
This commit is contained in:
234
server/prompt_test.go
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234
server/prompt_test.go
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@@ -0,0 +1,234 @@
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package server
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import (
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"strings"
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"testing"
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"github.com/jmorganca/ollama/api"
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)
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func TestPrompt(t *testing.T) {
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tests := []struct {
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name string
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template string
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system string
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prompt string
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response string
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generate bool
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want string
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}{
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{
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name: "simple prompt",
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template: "[INST] {{ .System }} {{ .Prompt }} [/INST]",
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system: "You are a Wizard.",
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prompt: "What are the potion ingredients?",
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want: "[INST] You are a Wizard. What are the potion ingredients? [/INST]",
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},
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{
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name: "implicit response",
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template: "[INST] {{ .System }} {{ .Prompt }} [/INST]",
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system: "You are a Wizard.",
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prompt: "What are the potion ingredients?",
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response: "I don't know.",
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want: "[INST] You are a Wizard. What are the potion ingredients? [/INST]I don't know.",
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},
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{
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name: "response",
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template: "[INST] {{ .System }} {{ .Prompt }} [/INST] {{ .Response }}",
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system: "You are a Wizard.",
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prompt: "What are the potion ingredients?",
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response: "I don't know.",
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want: "[INST] You are a Wizard. What are the potion ingredients? [/INST] I don't know.",
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},
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{
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name: "cut",
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template: "<system>{{ .System }}</system><user>{{ .Prompt }}</user><assistant>{{ .Response }}</assistant>",
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system: "You are a Wizard.",
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prompt: "What are the potion ingredients?",
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response: "I don't know.",
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generate: true,
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want: "<system>You are a Wizard.</system><user>What are the potion ingredients?</user><assistant>I don't know.",
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},
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{
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name: "nocut",
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template: "<system>{{ .System }}</system><user>{{ .Prompt }}</user><assistant>{{ .Response }}</assistant>",
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system: "You are a Wizard.",
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prompt: "What are the potion ingredients?",
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response: "I don't know.",
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want: "<system>You are a Wizard.</system><user>What are the potion ingredients?</user><assistant>I don't know.</assistant>",
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},
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}
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for _, tc := range tests {
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t.Run(tc.name, func(t *testing.T) {
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got, err := Prompt(tc.template, tc.system, tc.prompt, tc.response, tc.generate)
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if err != nil {
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t.Errorf("error = %v", err)
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}
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if got != tc.want {
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t.Errorf("got = %v, want %v", got, tc.want)
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}
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})
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}
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}
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func TestChatPrompt(t *testing.T) {
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tests := []struct {
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name string
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template string
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system string
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messages []api.Message
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window int
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want string
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}{
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{
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name: "simple prompt",
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template: "[INST] {{ .Prompt }} [/INST]",
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messages: []api.Message{
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{Role: "user", Content: "Hello"},
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},
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window: 1024,
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want: "[INST] Hello [/INST]",
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},
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{
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name: "with default system message",
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system: "You are a Wizard.",
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template: "[INST] {{ if .System }}<<SYS>>{{ .System }}<</SYS>> {{ end }}{{ .Prompt }} [/INST]",
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messages: []api.Message{
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{Role: "user", Content: "Hello"},
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},
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window: 1024,
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want: "[INST] <<SYS>>You are a Wizard.<</SYS>> Hello [/INST]",
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},
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{
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name: "with system message",
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template: "[INST] {{ if .System }}<<SYS>>{{ .System }}<</SYS>> {{ end }}{{ .Prompt }} [/INST]",
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messages: []api.Message{
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{Role: "system", Content: "You are a Wizard."},
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{Role: "user", Content: "Hello"},
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},
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window: 1024,
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want: "[INST] <<SYS>>You are a Wizard.<</SYS>> Hello [/INST]",
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},
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{
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name: "with response",
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template: "[INST] {{ if .System }}<<SYS>>{{ .System }}<</SYS>> {{ end }}{{ .Prompt }} [/INST] {{ .Response }}",
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messages: []api.Message{
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{Role: "system", Content: "You are a Wizard."},
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{Role: "user", Content: "Hello"},
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{Role: "assistant", Content: "I am?"},
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},
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window: 1024,
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want: "[INST] <<SYS>>You are a Wizard.<</SYS>> Hello [/INST] I am?",
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},
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{
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name: "with implicit response",
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template: "[INST] {{ if .System }}<<SYS>>{{ .System }}<</SYS>> {{ end }}{{ .Prompt }} [/INST]",
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messages: []api.Message{
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{Role: "system", Content: "You are a Wizard."},
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{Role: "user", Content: "Hello"},
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{Role: "assistant", Content: "I am?"},
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},
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window: 1024,
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want: "[INST] <<SYS>>You are a Wizard.<</SYS>> Hello [/INST]I am?",
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},
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{
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name: "with conversation",
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template: "[INST] {{ if .System }}<<SYS>>{{ .System }}<</SYS>> {{ end }}{{ .Prompt }} [/INST] {{ .Response }} ",
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messages: []api.Message{
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{Role: "system", Content: "You are a Wizard."},
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{Role: "user", Content: "What are the potion ingredients?"},
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{Role: "assistant", Content: "sugar"},
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{Role: "user", Content: "Anything else?"},
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},
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window: 1024,
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want: "[INST] <<SYS>>You are a Wizard.<</SYS>> What are the potion ingredients? [/INST] sugar [INST] Anything else? [/INST] ",
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},
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{
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name: "with truncation",
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template: "{{ .System }} {{ .Prompt }} {{ .Response }} ",
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messages: []api.Message{
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{Role: "system", Content: "You are a Wizard."},
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{Role: "user", Content: "Hello"},
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{Role: "assistant", Content: "I am?"},
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{Role: "user", Content: "Why is the sky blue?"},
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{Role: "assistant", Content: "The sky is blue from rayleigh scattering"},
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},
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window: 10,
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want: "You are a Wizard. Why is the sky blue? The sky is blue from rayleigh scattering",
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},
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{
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name: "images",
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template: "{{ .System }} {{ .Prompt }}",
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messages: []api.Message{
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{Role: "system", Content: "You are a Wizard."},
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{Role: "user", Content: "Hello", Images: []api.ImageData{[]byte("base64")}},
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},
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window: 1024,
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want: "You are a Wizard. Hello [img-0]",
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},
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{
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name: "images truncated",
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template: "{{ .System }} {{ .Prompt }}",
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messages: []api.Message{
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{Role: "system", Content: "You are a Wizard."},
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{Role: "user", Content: "Hello", Images: []api.ImageData{[]byte("img1"), []byte("img2")}},
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},
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window: 1024,
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want: "You are a Wizard. Hello [img-1]",
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},
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{
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name: "empty list",
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template: "{{ .System }} {{ .Prompt }}",
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messages: []api.Message{},
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window: 1024,
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want: "",
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},
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{
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name: "empty list default system",
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system: "You are a Wizard.",
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template: "{{ .System }} {{ .Prompt }}",
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messages: []api.Message{},
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window: 1024,
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want: "You are a Wizard. ",
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},
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{
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name: "empty user message",
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system: "You are a Wizard.",
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template: "{{ .System }} {{ .Prompt }}",
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messages: []api.Message{
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{Role: "user", Content: ""},
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},
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window: 1024,
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want: "You are a Wizard. ",
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},
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{
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name: "empty prompt",
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template: "[INST] {{ if .System }}<<SYS>>{{ .System }}<</SYS>> {{ end }}{{ .Prompt }} [/INST] {{ .Response }} ",
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messages: []api.Message{
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{Role: "user", Content: ""},
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},
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window: 1024,
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want: "",
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},
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}
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encode := func(s string) ([]int, error) {
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words := strings.Fields(s)
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return make([]int, len(words)), nil
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}
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for _, tc := range tests {
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t.Run(tc.name, func(t *testing.T) {
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got, err := ChatPrompt(tc.template, tc.system, tc.messages, tc.window, encode)
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if err != nil {
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t.Errorf("error = %v", err)
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}
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if got != tc.want {
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t.Errorf("got = %v, want %v", got, tc.want)
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}
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})
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}
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}
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