From 9d664329266b2125090332296be53bb6b6a3b86a Mon Sep 17 00:00:00 2001 From: Henry Date: Mon, 12 Jun 2023 09:43:48 +0100 Subject: [PATCH] update HuggingFace nodes --- .../ChatHuggingFace/ChatHuggingFace.ts | 103 +++++++ .../ChatHuggingFace/huggingface.png | Bin 0 -> 120391 bytes .../HuggingFaceInference.ts | 59 +++- .../marketplaces/HuggingFace LLM Chain.json | 274 ++++++++++++++++++ 4 files changed, 433 insertions(+), 3 deletions(-) create mode 100644 packages/components/nodes/chatmodels/ChatHuggingFace/ChatHuggingFace.ts create mode 100644 packages/components/nodes/chatmodels/ChatHuggingFace/huggingface.png create mode 100644 packages/server/marketplaces/HuggingFace LLM Chain.json diff --git a/packages/components/nodes/chatmodels/ChatHuggingFace/ChatHuggingFace.ts b/packages/components/nodes/chatmodels/ChatHuggingFace/ChatHuggingFace.ts new file mode 100644 index 00000000000..3252a61a768 --- /dev/null +++ b/packages/components/nodes/chatmodels/ChatHuggingFace/ChatHuggingFace.ts @@ -0,0 +1,103 @@ +import { INode, INodeData, INodeParams } from '../../../src/Interface' +import { getBaseClasses } from '../../../src/utils' +import { HFInput, HuggingFaceInference } from 'langchain/llms/hf' + +class ChatHuggingFace_ChatModels implements INode { + label: string + name: string + type: string + icon: string + category: string + description: string + baseClasses: string[] + inputs: INodeParams[] + + constructor() { + this.label = 'ChatHuggingFace' + this.name = 'chatHuggingFace' + this.type = 'ChatHuggingFace' + this.icon = 'huggingface.png' + this.category = 'Chat Models' + this.description = 'Wrapper around HuggingFace large language models' + this.baseClasses = [this.type, 'BaseChatModel', ...getBaseClasses(HuggingFaceInference)] + this.inputs = [ + { + label: 'Model', + name: 'model', + type: 'string', + placeholder: 'gpt2' + }, + { + label: 'HuggingFace Api Key', + name: 'apiKey', + type: 'password' + }, + { + label: 'Temperature', + name: 'temperature', + type: 'number', + description: 'Temperature parameter may not apply to certain model. Please check available model parameters', + optional: true, + additionalParams: true + }, + { + label: 'Max Tokens', + name: 'maxTokens', + type: 'number', + description: 'Max Tokens parameter may not apply to certain model. Please check available model parameters', + optional: true, + additionalParams: true + }, + { + label: 'Top Probability', + name: 'topP', + type: 'number', + description: 'Top Probability parameter may not apply to certain model. Please check available model parameters', + optional: true, + additionalParams: true + }, + { + label: 'Top K', + name: 'hfTopK', + type: 'number', + description: 'Top K parameter may not apply to certain model. Please check available model parameters', + optional: true, + additionalParams: true + }, + { + label: 'Frequency Penalty', + name: 'frequencyPenalty', + type: 'number', + description: 'Frequency Penalty parameter may not apply to certain model. Please check available model parameters', + optional: true, + additionalParams: true + } + ] + } + + async init(nodeData: INodeData): Promise { + const model = nodeData.inputs?.model as string + const apiKey = nodeData.inputs?.apiKey as string + const temperature = nodeData.inputs?.temperature as string + const maxTokens = nodeData.inputs?.maxTokens as string + const topP = nodeData.inputs?.topP as string + const hfTopK = nodeData.inputs?.hfTopK as string + const frequencyPenalty = nodeData.inputs?.frequencyPenalty as string + + const obj: Partial = { + model, + apiKey + } + + if (temperature) obj.temperature = parseInt(temperature, 10) + if (maxTokens) obj.maxTokens = parseInt(maxTokens, 10) + if (topP) obj.topP = parseInt(topP, 10) + if (hfTopK) obj.topK = parseInt(hfTopK, 10) + if (frequencyPenalty) obj.frequencyPenalty = parseInt(frequencyPenalty, 10) + + const huggingFace = new HuggingFaceInference(obj) + return huggingFace + } +} + +module.exports = { nodeClass: 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parseInt(hfTopK, 10) + if (frequencyPenalty) obj.frequencyPenalty = parseInt(frequencyPenalty, 10) + + const huggingFace = new HuggingFaceInference(obj) return huggingFace } } diff --git a/packages/server/marketplaces/HuggingFace LLM Chain.json b/packages/server/marketplaces/HuggingFace LLM Chain.json new file mode 100644 index 00000000000..9d3492c6b95 --- /dev/null +++ b/packages/server/marketplaces/HuggingFace LLM Chain.json @@ -0,0 +1,274 @@ +{ + "description": "Simple LLM Chain using HuggingFace Inference API on falcon-7b-instruct model", + "nodes": [ + { + "width": 300, + "height": 532, + "id": "promptTemplate_1", + "position": { + "x": 514.5434056794296, + "y": 507.47798128037107 + }, + "type": "customNode", + "data": { + "id": "promptTemplate_1", + "label": "Prompt Template", + "name": "promptTemplate", + "type": "PromptTemplate", + "baseClasses": ["PromptTemplate", "BaseStringPromptTemplate", "BasePromptTemplate"], + "category": "Prompts", + "description": "Schema to represent 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