refactor: repartition server-side and client-side code
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96
app/.server/modules/llm/providers/huggingface.ts
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96
app/.server/modules/llm/providers/huggingface.ts
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import { createOpenAI } from '@ai-sdk/openai';
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import type { LanguageModel } from 'ai';
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import { BaseProvider } from '~/.server/modules/llm/base-provider';
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import type { ModelInfo } from '~/.server/modules/llm/types';
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import type { IProviderSetting } from '~/types/model';
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export default class HuggingFaceProvider extends BaseProvider {
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name = 'HuggingFace';
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getApiKeyLink = 'https://huggingface.co/settings/tokens';
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staticModels: ModelInfo[] = [
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{
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name: 'Qwen/Qwen2.5-Coder-32B-Instruct',
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label: 'Qwen2.5-Coder-32B-Instruct (HuggingFace)',
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provider: 'HuggingFace',
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maxTokenAllowed: 8000,
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},
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{
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name: '01-ai/Yi-1.5-34B-Chat',
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label: 'Yi-1.5-34B-Chat (HuggingFace)',
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provider: 'HuggingFace',
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maxTokenAllowed: 8000,
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},
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{
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name: 'codellama/CodeLlama-34b-Instruct-hf',
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label: 'CodeLlama-34b-Instruct (HuggingFace)',
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provider: 'HuggingFace',
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maxTokenAllowed: 8000,
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},
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{
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name: 'NousResearch/Hermes-3-Llama-3.1-8B',
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label: 'Hermes-3-Llama-3.1-8B (HuggingFace)',
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provider: 'HuggingFace',
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maxTokenAllowed: 8000,
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},
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{
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name: 'Qwen/Qwen2.5-Coder-32B-Instruct',
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label: 'Qwen2.5-Coder-32B-Instruct (HuggingFace)',
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provider: 'HuggingFace',
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maxTokenAllowed: 8000,
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},
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{
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name: 'Qwen/Qwen2.5-72B-Instruct',
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label: 'Qwen2.5-72B-Instruct (HuggingFace)',
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provider: 'HuggingFace',
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maxTokenAllowed: 8000,
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},
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{
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name: 'meta-llama/Llama-3.1-70B-Instruct',
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label: 'Llama-3.1-70B-Instruct (HuggingFace)',
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provider: 'HuggingFace',
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maxTokenAllowed: 8000,
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},
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{
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name: 'meta-llama/Llama-3.1-405B',
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label: 'Llama-3.1-405B (HuggingFace)',
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provider: 'HuggingFace',
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maxTokenAllowed: 8000,
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},
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{
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name: '01-ai/Yi-1.5-34B-Chat',
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label: 'Yi-1.5-34B-Chat (HuggingFace)',
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provider: 'HuggingFace',
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maxTokenAllowed: 8000,
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},
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{
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name: 'codellama/CodeLlama-34b-Instruct-hf',
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label: 'CodeLlama-34b-Instruct (HuggingFace)',
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provider: 'HuggingFace',
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maxTokenAllowed: 8000,
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},
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{
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name: 'NousResearch/Hermes-3-Llama-3.1-8B',
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label: 'Hermes-3-Llama-3.1-8B (HuggingFace)',
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provider: 'HuggingFace',
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maxTokenAllowed: 8000,
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},
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];
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getModelInstance(options: { model: string; providerSettings?: Record<string, IProviderSetting> }): LanguageModel {
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const { model, providerSettings } = options;
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const { apiKey } = this.getProviderBaseUrlAndKey(providerSettings?.[this.name]);
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if (!apiKey) {
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throw new Error(`Missing API key for ${this.name} provider`);
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}
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const openai = createOpenAI({
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baseURL: 'https://api-inference.huggingface.co/v1/',
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apiKey,
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});
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return openai(model);
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}
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}
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