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