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let's use Zephyr 7b for storytelling
Browse files- .env +3 -2
- package-lock.json +53 -53
- package.json +1 -1
- src/app/engine/presets.ts +9 -5
- src/app/engine/render.ts +2 -0
- src/app/queries/getStory.ts +6 -6
- src/app/queries/predictWithHuggingFace.ts +11 -0
- src/lib/createLlamaPrompt.ts +1 -1
- src/lib/createZephyrPrompt.ts +27 -0
.env
CHANGED
@@ -63,13 +63,14 @@ RENDERING_OPENAI_API_MODEL="dall-e-3"
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# If you decided to use OpenAI for the LLM engine
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LLM_OPENAI_API_BASE_URL="https://api.openai.com/v1"
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-
LLM_OPENAI_API_MODEL="gpt-
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# If you decided to use a private Hugging Face Inference Endpoint for the LLM engine
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LLM_HF_INFERENCE_ENDPOINT_URL=""
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# If you decided to use a Hugging Face Inference API model for the LLM engine
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LLM_HF_INFERENCE_API_MODEL="meta-llama/Llama-2-70b-chat-hf"
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# ----------- COMMUNITY SHARING (OPTIONAL) -----------
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# You don't need those community sharing options to run the AI Comic Factory
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# If you decided to use OpenAI for the LLM engine
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LLM_OPENAI_API_BASE_URL="https://api.openai.com/v1"
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+
LLM_OPENAI_API_MODEL="gpt-4"
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# If you decided to use a private Hugging Face Inference Endpoint for the LLM engine
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LLM_HF_INFERENCE_ENDPOINT_URL=""
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# If you decided to use a Hugging Face Inference API model for the LLM engine
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+
# LLM_HF_INFERENCE_API_MODEL="meta-llama/Llama-2-70b-chat-hf"
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+
LLM_HF_INFERENCE_API_MODEL="HuggingFaceH4/zephyr-7b-beta"
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# ----------- COMMUNITY SHARING (OPTIONAL) -----------
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# You don't need those community sharing options to run the AI Comic Factory
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package-lock.json
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"node_modules/react-icons": {
|
5647 |
+
"version": "4.12.0",
|
5648 |
+
"resolved": "https://registry.npmjs.org/react-icons/-/react-icons-4.12.0.tgz",
|
5649 |
+
"integrity": "sha512-IBaDuHiShdZqmfc/TwHu6+d6k2ltNCf3AszxNmjJc1KUfXdEeRJOKyNvLmAHaarhzGmTSVygNdyu8/opXv2gaw==",
|
5650 |
"peerDependencies": {
|
5651 |
"react": "*"
|
5652 |
}
|
|
|
6191 |
}
|
6192 |
},
|
6193 |
"node_modules/streamx": {
|
6194 |
+
"version": "2.15.5",
|
6195 |
+
"resolved": "https://registry.npmjs.org/streamx/-/streamx-2.15.5.tgz",
|
6196 |
+
"integrity": "sha512-9thPGMkKC2GctCzyCUjME3yR03x2xNo0GPKGkRw2UMYN+gqWa9uqpyNWhmsNCutU5zHmkUum0LsCRQTXUgUCAg==",
|
6197 |
"dependencies": {
|
6198 |
"fast-fifo": "^1.1.0",
|
6199 |
"queue-tick": "^1.0.1"
|
package.json
CHANGED
@@ -44,7 +44,7 @@
|
|
44 |
"konva": "^9.2.2",
|
45 |
"lucide-react": "^0.260.0",
|
46 |
"next": "13.4.10",
|
47 |
-
"openai": "^4.
|
48 |
"pick": "^0.0.1",
|
49 |
"postcss": "8.4.26",
|
50 |
"react": "18.2.0",
|
|
|
44 |
"konva": "^9.2.2",
|
45 |
"lucide-react": "^0.260.0",
|
46 |
"next": "13.4.10",
|
47 |
+
"openai": "^4.17.5",
|
48 |
"pick": "^0.0.1",
|
49 |
"postcss": "8.4.26",
|
50 |
"react": "18.2.0",
|
src/app/engine/presets.ts
CHANGED
@@ -115,7 +115,7 @@ export const presets: Record<string, Preset> = {
|
|
115 |
imagePrompt: (prompt: string) => [
|
116 |
"bande dessinée",
|
117 |
"franco-belgian comic",
|
118 |
-
|
119 |
"comic album",
|
120 |
"detailed drawing"
|
121 |
// "color drawing"
|
@@ -140,7 +140,8 @@ export const presets: Record<string, Preset> = {
|
|
140 |
llmPrompt: "american comic",
|
141 |
imagePrompt: (prompt: string) => [
|
142 |
"digital color comicbook style",
|
143 |
-
`modern american comic
|
|
|
144 |
"detailed drawing"
|
145 |
//"single panel",
|
146 |
// "2010s",
|
@@ -169,7 +170,8 @@ export const presets: Record<string, Preset> = {
|
|
169 |
font: "actionman",
|
170 |
llmPrompt: "american comic",
|
171 |
imagePrompt: (prompt: string) => [
|
172 |
-
`american comic
|
|
|
173 |
"single panel",
|
174 |
"american comic",
|
175 |
"comicbook style",
|
@@ -201,7 +203,8 @@ export const presets: Record<string, Preset> = {
|
|
201 |
imagePrompt: (prompt: string) => [
|
202 |
"1950",
|
203 |
"50s",
|
204 |
-
`vintage american color comic
|
|
|
205 |
"detailed drawing"
|
206 |
// "single panel",
|
207 |
// "comicbook style",
|
@@ -228,7 +231,8 @@ export const presets: Record<string, Preset> = {
|
|
228 |
font: "actionman",
|
229 |
llmPrompt: "american comic",
|
230 |
imagePrompt: (prompt: string) => [
|
231 |
-
`american comic
|
|
|
232 |
"single panel",
|
233 |
"american comic",
|
234 |
"comicbook style",
|
|
|
115 |
imagePrompt: (prompt: string) => [
|
116 |
"bande dessinée",
|
117 |
"franco-belgian comic",
|
118 |
+
prompt,
|
119 |
"comic album",
|
120 |
"detailed drawing"
|
121 |
// "color drawing"
|
|
|
140 |
llmPrompt: "american comic",
|
141 |
imagePrompt: (prompt: string) => [
|
142 |
"digital color comicbook style",
|
143 |
+
`modern american comic`,
|
144 |
+
prompt,
|
145 |
"detailed drawing"
|
146 |
//"single panel",
|
147 |
// "2010s",
|
|
|
170 |
font: "actionman",
|
171 |
llmPrompt: "american comic",
|
172 |
imagePrompt: (prompt: string) => [
|
173 |
+
`american comic`,
|
174 |
+
prompt,
|
175 |
"single panel",
|
176 |
"american comic",
|
177 |
"comicbook style",
|
|
|
203 |
imagePrompt: (prompt: string) => [
|
204 |
"1950",
|
205 |
"50s",
|
206 |
+
`vintage american color comic`,
|
207 |
+
prompt,
|
208 |
"detailed drawing"
|
209 |
// "single panel",
|
210 |
// "comicbook style",
|
|
|
231 |
font: "actionman",
|
232 |
llmPrompt: "american comic",
|
233 |
imagePrompt: (prompt: string) => [
|
234 |
+
`american comic`,
|
235 |
+
prompt,
|
236 |
"single panel",
|
237 |
"american comic",
|
238 |
"comicbook style",
|
src/app/engine/render.ts
CHANGED
@@ -353,6 +353,7 @@ export async function newRender({
|
|
353 |
segments: []
|
354 |
} as RenderedScene
|
355 |
} else {
|
|
|
356 |
console.log("sending:", {
|
357 |
prompt,
|
358 |
// negativePrompt, unused for now
|
@@ -376,6 +377,7 @@ export async function newRender({
|
|
376 |
|
377 |
cache: "ignore"
|
378 |
})
|
|
|
379 |
const res = await fetch(`${videochainApiUrl}${videochainApiUrl.endsWith("/") ? "" : "/"}render`, {
|
380 |
method: "POST",
|
381 |
headers: {
|
|
|
353 |
segments: []
|
354 |
} as RenderedScene
|
355 |
} else {
|
356 |
+
/*
|
357 |
console.log("sending:", {
|
358 |
prompt,
|
359 |
// negativePrompt, unused for now
|
|
|
377 |
|
378 |
cache: "ignore"
|
379 |
})
|
380 |
+
*/
|
381 |
const res = await fetch(`${videochainApiUrl}${videochainApiUrl.endsWith("/") ? "" : "/"}render`, {
|
382 |
method: "POST",
|
383 |
headers: {
|
src/app/queries/getStory.ts
CHANGED
@@ -1,5 +1,4 @@
|
|
1 |
-
|
2 |
-
import { dirtyLLMResponseCleaner } from "@/lib/dirtyLLMResponseCleaner"
|
3 |
import { dirtyLLMJsonParser } from "@/lib/dirtyLLMJsonParser"
|
4 |
import { dirtyCaptionCleaner } from "@/lib/dirtyCaptionCleaner"
|
5 |
|
@@ -7,6 +6,7 @@ import { predict } from "./predict"
|
|
7 |
import { Preset } from "../engine/presets"
|
8 |
import { LLMResponse } from "@/types"
|
9 |
import { cleanJson } from "@/lib/cleanJson"
|
|
|
10 |
|
11 |
export const getStory = async ({
|
12 |
preset,
|
@@ -22,22 +22,22 @@ export const getStory = async ({
|
|
22 |
// In case you need to quickly debug the RENDERING engine you can uncomment this:
|
23 |
// return mockLLMResponse
|
24 |
|
25 |
-
const query =
|
26 |
{
|
27 |
role: "system",
|
28 |
content: [
|
29 |
`You are a writer specialized in ${preset.llmPrompt}`,
|
30 |
-
`Please write detailed drawing instructions and a short (
|
31 |
`Give your response as a VALID JSON array like this: \`Array<{ panel: number; instructions: string; caption: string}>\`.`,
|
32 |
// `Give your response as Markdown bullet points.`,
|
33 |
-
`Be brief in your ${nbTotalPanels} instructions and narrative captions, don't add your own comments. Be straight to the point, and never reply things like "Sure, I can.." etc. Reply using valid JSON.`
|
34 |
].filter(item => item).join("\n")
|
35 |
},
|
36 |
{
|
37 |
role: "user",
|
38 |
content: `The story is: ${prompt}`,
|
39 |
}
|
40 |
-
]) + "
|
41 |
|
42 |
|
43 |
let result = ""
|
|
|
1 |
+
|
|
|
2 |
import { dirtyLLMJsonParser } from "@/lib/dirtyLLMJsonParser"
|
3 |
import { dirtyCaptionCleaner } from "@/lib/dirtyCaptionCleaner"
|
4 |
|
|
|
6 |
import { Preset } from "../engine/presets"
|
7 |
import { LLMResponse } from "@/types"
|
8 |
import { cleanJson } from "@/lib/cleanJson"
|
9 |
+
import { createZephyrPrompt } from "@/lib/createZephyrPrompt"
|
10 |
|
11 |
export const getStory = async ({
|
12 |
preset,
|
|
|
22 |
// In case you need to quickly debug the RENDERING engine you can uncomment this:
|
23 |
// return mockLLMResponse
|
24 |
|
25 |
+
const query = createZephyrPrompt([
|
26 |
{
|
27 |
role: "system",
|
28 |
content: [
|
29 |
`You are a writer specialized in ${preset.llmPrompt}`,
|
30 |
+
`Please write detailed drawing instructions and a short (2-3 sentences long) speech caption for the ${nbTotalPanels} panels of a new story. Please make sure each of the ${nbTotalPanels} panels include info about character gender, age, origin, clothes, colors, location, lights, etc.`,
|
31 |
`Give your response as a VALID JSON array like this: \`Array<{ panel: number; instructions: string; caption: string}>\`.`,
|
32 |
// `Give your response as Markdown bullet points.`,
|
33 |
+
`Be brief in your ${nbTotalPanels} instructions and narrative captions, don't add your own comments. The whole story must be captivating, smart, entertaining. Be straight to the point, and never reply things like "Sure, I can.." etc. Reply using valid JSON.`
|
34 |
].filter(item => item).join("\n")
|
35 |
},
|
36 |
{
|
37 |
role: "user",
|
38 |
content: `The story is: ${prompt}`,
|
39 |
}
|
40 |
+
]) + "[{"
|
41 |
|
42 |
|
43 |
let result = ""
|
src/app/queries/predictWithHuggingFace.ts
CHANGED
@@ -62,11 +62,16 @@ export async function predict(inputs: string, nbPanels: number): Promise<string>
|
|
62 |
if (
|
63 |
instructions.includes("</s>") ||
|
64 |
instructions.includes("<s>") ||
|
|
|
65 |
instructions.includes("[INST]") ||
|
66 |
instructions.includes("[/INST]") ||
|
67 |
instructions.includes("<SYS>") ||
|
|
|
68 |
instructions.includes("</SYS>") ||
|
|
|
|
|
69 |
instructions.includes("<|end|>") ||
|
|
|
70 |
instructions.includes("<|assistant|>")
|
71 |
) {
|
72 |
break
|
@@ -87,10 +92,16 @@ export async function predict(inputs: string, nbPanels: number): Promise<string>
|
|
87 |
.replaceAll("<|end|>", "")
|
88 |
.replaceAll("<s>", "")
|
89 |
.replaceAll("</s>", "")
|
|
|
90 |
.replaceAll("[INST]", "")
|
91 |
.replaceAll("[/INST]", "")
|
92 |
.replaceAll("<SYS>", "")
|
|
|
93 |
.replaceAll("</SYS>", "")
|
|
|
|
|
|
|
|
|
94 |
.replaceAll("<|assistant|>", "")
|
95 |
.replaceAll('""', '"')
|
96 |
)
|
|
|
62 |
if (
|
63 |
instructions.includes("</s>") ||
|
64 |
instructions.includes("<s>") ||
|
65 |
+
instructions.includes("/s>") ||
|
66 |
instructions.includes("[INST]") ||
|
67 |
instructions.includes("[/INST]") ||
|
68 |
instructions.includes("<SYS>") ||
|
69 |
+
instructions.includes("<<SYS>>") ||
|
70 |
instructions.includes("</SYS>") ||
|
71 |
+
instructions.includes("<</SYS>>") ||
|
72 |
+
instructions.includes("<|user|>") ||
|
73 |
instructions.includes("<|end|>") ||
|
74 |
+
instructions.includes("<|system|>") ||
|
75 |
instructions.includes("<|assistant|>")
|
76 |
) {
|
77 |
break
|
|
|
92 |
.replaceAll("<|end|>", "")
|
93 |
.replaceAll("<s>", "")
|
94 |
.replaceAll("</s>", "")
|
95 |
+
.replaceAll("/s>", "")
|
96 |
.replaceAll("[INST]", "")
|
97 |
.replaceAll("[/INST]", "")
|
98 |
.replaceAll("<SYS>", "")
|
99 |
+
.replaceAll("<<SYS>>", "")
|
100 |
.replaceAll("</SYS>", "")
|
101 |
+
.replaceAll("<</SYS>>", "")
|
102 |
+
.replaceAll("<|system|>", "")
|
103 |
+
.replaceAll("<|user|>", "")
|
104 |
+
.replaceAll("<|all|>", "")
|
105 |
.replaceAll("<|assistant|>", "")
|
106 |
.replaceAll('""', '"')
|
107 |
)
|
src/lib/createLlamaPrompt.ts
CHANGED
@@ -3,7 +3,7 @@ export function createLlamaPrompt(messages: Array<{ role: string, content: strin
|
|
3 |
const B_INST = "[INST]", E_INST = "[/INST]";
|
4 |
const B_SYS = "<<SYS>>\n", E_SYS = "\n<</SYS>>\n\n";
|
5 |
const BOS = "<s>", EOS = "</s>";
|
6 |
-
const DEFAULT_SYSTEM_PROMPT = "You are a helpful, respectful and honest assistant. Always answer
|
7 |
|
8 |
if (messages[0].role != "system"){
|
9 |
messages = [
|
|
|
3 |
const B_INST = "[INST]", E_INST = "[/INST]";
|
4 |
const B_SYS = "<<SYS>>\n", E_SYS = "\n<</SYS>>\n\n";
|
5 |
const BOS = "<s>", EOS = "</s>";
|
6 |
+
const DEFAULT_SYSTEM_PROMPT = "You are a helpful, respectful and honest storywriting assistant. Always answer in a creative and entertaining way, while being safe. Please ensure that your stories and captions are socially unbiased and positive in nature. If a request does not make any sense, go on anyway, as we are writing a fantasy story.";
|
7 |
|
8 |
if (messages[0].role != "system"){
|
9 |
messages = [
|
src/lib/createZephyrPrompt.ts
ADDED
@@ -0,0 +1,27 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
|
2 |
+
interface Message {
|
3 |
+
role: "system" | "user" | "assistant";
|
4 |
+
content: string;
|
5 |
+
}
|
6 |
+
|
7 |
+
/**
|
8 |
+
* Formats the messages for the chat with the LLM model in the style of a pirate.
|
9 |
+
* @param messages - Array of message objects with role and content.
|
10 |
+
* @param systemMessage - The system's initial instructions, defaulted to a friendly pirate-style chatbot.
|
11 |
+
* @returns The formatted chat prompt.
|
12 |
+
*/
|
13 |
+
export function createZephyrPrompt(messages: Message[]): string {
|
14 |
+
let prompt = ``;
|
15 |
+
|
16 |
+
// Iterate over messages and generate corresponding chat entries.
|
17 |
+
messages.forEach(message => {
|
18 |
+
prompt += `<|${message.role}|>\n${message.content.trim()}</s>`;
|
19 |
+
});
|
20 |
+
|
21 |
+
if (messages.at(-1)?.role === "user") {
|
22 |
+
// Append the assistant's tag for the next response but without a closing tag.
|
23 |
+
prompt += `<|assistant|>`;
|
24 |
+
}
|
25 |
+
|
26 |
+
return prompt;
|
27 |
+
}
|