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Discord bot: Pythia model #2831
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28d2e90
feat: inference system
MrlolDev bd110d4
fix: pre-commit
MrlolDev 7d107e5
fix: client from inference system
MrlolDev 1cf876e
Merge pull request #1 from LAION-AI/main
MrlolDev 48ca998
feat: default model on .env
MrlolDev f80596e
Merge branch 'main' of https://github.com/MrlolDev/Open-Assistant
MrlolDev 3e4c91c
ran pre-commit
yk e45727f
Merge branch 'LAION-AI:main' into main
MrlolDev 5ce6ed4
feat: added pythia model && improve model selector
MrlolDev 0cd7858
Fix pre-commit
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,45 @@ | ||
| import { | ||
| SlashCommandBuilder, | ||
| ActionRowBuilder, | ||
| StringSelectMenuBuilder, | ||
| StringSelectMenuOptionBuilder, | ||
| } from "discord.js"; | ||
| import { createInferenceClient } from "../modules/inference/client.js"; | ||
| import redis from "../modules/redis.js"; | ||
|
|
||
| export default { | ||
| data: { | ||
| customId: "model", | ||
| description: "Switch to another model.", | ||
| }, | ||
| async execute(interaction, client, userId) { | ||
| if (interaction.user.id != userId) | ||
| return interaction.reply({ | ||
| content: "You don't have permission to do this.", | ||
| ephemeral: true, | ||
| }); | ||
| // model selector | ||
| let row = new ActionRowBuilder().addComponents( | ||
| new StringSelectMenuBuilder() | ||
| .setCustomId("modelselect") | ||
| .setPlaceholder("Select a model") | ||
| .setMinValues(1) | ||
| .setMaxValues(1) | ||
| .addOptions( | ||
| new StringSelectMenuOptionBuilder() | ||
| .setLabel("OA_SFT_Llama_30B") | ||
| .setDescription("Llama (default)") | ||
| .setValue("OA_SFT_Llama_30B"), | ||
| new StringSelectMenuOptionBuilder() | ||
| .setLabel("oasst-sft-4-pythia-12b") | ||
| .setDescription("Pythia") | ||
| .setValue("OpenAssistant/oasst-sft-4-pythia-12b-epoch-3.5") | ||
| ) | ||
| ); | ||
| await interaction.reply({ | ||
| content: "Select a model.", | ||
| components: [row], | ||
| ephemeral: true, | ||
| }); | ||
| }, | ||
| }; |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,28 @@ | ||
| import { | ||
| SlashCommandBuilder, | ||
| ActionRowBuilder, | ||
| StringSelectMenuBuilder, | ||
| StringSelectMenuOptionBuilder, | ||
| } from "discord.js"; | ||
| import { createInferenceClient } from "../modules/inference/client.js"; | ||
| import redis from "../modules/redis.js"; | ||
|
|
||
| export default { | ||
| data: { | ||
| customId: "modelselect", | ||
| description: "Switch to another model.", | ||
| }, | ||
| async execute(interaction, client) { | ||
| // get selected value | ||
| let model = interaction.values[0]; | ||
| // set model | ||
| await interaction.deferReply({ | ||
| ephemeral: true, | ||
| }); | ||
| redis.set(`model_${interaction.user.id}`, model); | ||
| await interaction.editReply({ | ||
| content: `Model set to ${model}.`, | ||
| ephemeral: true, | ||
| }); | ||
| }, | ||
| }; |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,75 @@ | ||
| import { createInferenceClient } from "../modules/inference/client.js"; | ||
| import { HfInference } from "@huggingface/inference"; | ||
| const hf = new HfInference(process.env.HUGGINGFACE_TOKEN); | ||
|
|
||
| export default async function chat( | ||
| model, | ||
| user, | ||
| message, | ||
| chatId?, | ||
| parentId?, | ||
| presets?, | ||
| preset? | ||
| ) { | ||
| if (model.includes("Llama")) { | ||
| const OA = await createInferenceClient(user.username, user.id); | ||
| if (!chatId) { | ||
| let chat = await OA.create_chat(); | ||
| chatId = chat.id; | ||
| } | ||
| let prompter_message = await OA.post_prompter_message({ | ||
| chat_id: chatId, | ||
| content: message, | ||
| parent_id: parentId, | ||
| }); | ||
|
|
||
| let assistant_message = await OA.post_assistant_message({ | ||
| chat_id: chatId, | ||
| model_config_name: model, | ||
| parent_id: prompter_message.id, | ||
| sampling_parameters: presets[preset], | ||
| }); | ||
| return { assistant_message, OA }; | ||
| } else { | ||
| let result = await huggingface( | ||
| model, | ||
| `<|prompter|>${message}<|endoftext|>\n<|assistant|>` | ||
| ); | ||
| if (result.error) { | ||
| return { error: result.error }; | ||
| } | ||
| return { assistant_message: result.response }; | ||
| } | ||
| } | ||
|
|
||
| export async function huggingface(model, input) { | ||
| try { | ||
| let oldText; | ||
| let loop = true; | ||
| while (loop) { | ||
| let response = await hf.textGeneration({ | ||
| model: model, | ||
| inputs: input, | ||
| }); | ||
| let answer = response.generated_text.split("<|assistant|>")[1]; | ||
| if (answer == oldText) { | ||
| loop = false; | ||
| } else { | ||
| if (!oldText) { | ||
| oldText = answer; | ||
| input += answer; | ||
| } else { | ||
| oldText += answer; | ||
| input += answer; | ||
| } | ||
| } | ||
| } | ||
|
|
||
| return { response: oldText }; | ||
| } catch (err: any) { | ||
| console.log(err); | ||
| return { | ||
| error: err.message, | ||
| }; | ||
| } | ||
| } |
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It would be best if the list of available models in the future would be requested at the inference-server (/models endpoint). It will be constantly changing .. you were probably irritated that so many are displayed in the staging environment .. but that's really only a "problem" in staging.