mirror of
https://github.com/farcasclaudiu/Flowise.git
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Henry
274 lines
12 KiB
JSON
274 lines
12 KiB
JSON
{
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"description": "Use Replicate API that runs Llama 13b v2 model with LLMChain",
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"nodes": [
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{
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"width": 300,
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"height": 405,
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"id": "llmChain_1",
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"position": {
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"x": 967.581544453458,
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"y": 320.56761595884564
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},
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"type": "customNode",
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"data": {
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"id": "llmChain_1",
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"label": "LLM Chain",
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"name": "llmChain",
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"type": "LLMChain",
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"baseClasses": ["LLMChain", "BaseChain", "BaseLangChain"],
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"category": "Chains",
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"description": "Chain to run queries against LLMs",
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"inputParams": [
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{
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"label": "Chain Name",
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"name": "chainName",
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"type": "string",
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"placeholder": "Name Your Chain",
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"optional": true,
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"id": "llmChain_1-input-chainName-string"
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}
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],
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"inputAnchors": [
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{
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"label": "Language Model",
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"name": "model",
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"type": "BaseLanguageModel",
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"id": "llmChain_1-input-model-BaseLanguageModel"
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},
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{
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"label": "Prompt",
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"name": "prompt",
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"type": "BasePromptTemplate",
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"id": "llmChain_1-input-prompt-BasePromptTemplate"
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}
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],
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"inputs": {
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"model": "{{replicate_0.data.instance}}",
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"prompt": "{{promptTemplate_0.data.instance}}",
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"chainName": ""
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},
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"outputAnchors": [
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{
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"name": "output",
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"label": "Output",
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"type": "options",
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"options": [
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{
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"id": "llmChain_1-output-llmChain-LLMChain|BaseChain|BaseLangChain",
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"name": "llmChain",
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"label": "LLM Chain",
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"type": "LLMChain | BaseChain | BaseLangChain"
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},
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{
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"id": "llmChain_1-output-outputPrediction-string|json",
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"name": "outputPrediction",
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"label": "Output Prediction",
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"type": "string | json"
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}
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],
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"default": "llmChain"
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}
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],
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"outputs": {
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"output": "llmChain"
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},
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"selected": false
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},
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"positionAbsolute": {
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"x": 967.581544453458,
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"y": 320.56761595884564
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},
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"selected": false,
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"dragging": false
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},
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{
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"width": 300,
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"height": 475,
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"id": "promptTemplate_0",
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"position": {
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"x": 269.2203229225663,
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"y": 129.02909641085535
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},
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"type": "customNode",
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"data": {
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"id": "promptTemplate_0",
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"label": "Prompt Template",
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"name": "promptTemplate",
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"type": "PromptTemplate",
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"baseClasses": ["PromptTemplate", "BaseStringPromptTemplate", "BasePromptTemplate"],
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"category": "Prompts",
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"description": "Schema to represent a basic prompt for an LLM",
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"inputParams": [
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{
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"label": "Template",
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"name": "template",
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"type": "string",
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"rows": 4,
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"placeholder": "What is a good name for a company that makes {product}?",
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"id": "promptTemplate_0-input-template-string"
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},
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{
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"label": "Format Prompt Values",
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"name": "promptValues",
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"type": "json",
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"optional": true,
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"acceptVariable": true,
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"list": true,
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"id": "promptTemplate_0-input-promptValues-json"
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}
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],
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"inputAnchors": [],
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"inputs": {
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"template": "Assistant: You are a helpful assistant. You do not respond as 'User' or pretend to be 'User'. You only respond once as Assistant.\nUser: {query}\nAssistant:",
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"promptValues": "{\"query\":\"{{question}}\"}"
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},
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"outputAnchors": [
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{
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"id": "promptTemplate_0-output-promptTemplate-PromptTemplate|BaseStringPromptTemplate|BasePromptTemplate",
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"name": "promptTemplate",
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"label": "PromptTemplate",
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"type": "PromptTemplate | BaseStringPromptTemplate | BasePromptTemplate"
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}
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],
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"outputs": {},
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"selected": false
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},
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"selected": false,
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"positionAbsolute": {
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"x": 269.2203229225663,
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"y": 129.02909641085535
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},
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"dragging": false
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},
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{
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"width": 300,
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"height": 527,
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"id": "replicate_0",
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"position": {
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"x": 607.4915400488668,
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"y": -60.643337207007804
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},
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"type": "customNode",
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"data": {
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"id": "replicate_0",
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"label": "Replicate",
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"name": "replicate",
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"type": "Replicate",
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"baseClasses": ["Replicate", "LLM", "BaseLLM", "BaseLanguageModel"],
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"category": "LLMs",
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"description": "Use Replicate to run open source models on cloud",
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"inputParams": [
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{
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"label": "Replicate Api Key",
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"name": "replicateApiKey",
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"type": "password",
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"id": "replicate_0-input-replicateApiKey-password"
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},
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{
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"label": "Model",
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"name": "model",
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"type": "string",
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"placeholder": "a16z-infra/llama13b-v2-chat:df7690f1994d94e96ad9d568eac121aecf50684a0b0963b25a41cc40061269e5",
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"optional": true,
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"id": "replicate_0-input-model-string"
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},
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{
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"label": "Temperature",
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"name": "temperature",
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"type": "number",
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"description": "Adjusts randomness of outputs, greater than 1 is random and 0 is deterministic, 0.75 is a good starting value.",
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"default": 0.7,
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"optional": true,
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"id": "replicate_0-input-temperature-number"
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},
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{
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"label": "Max Tokens",
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"name": "maxTokens",
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"type": "number",
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"description": "Maximum number of tokens to generate. A word is generally 2-3 tokens",
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"optional": true,
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"additionalParams": true,
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"id": "replicate_0-input-maxTokens-number"
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},
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{
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"label": "Top Probability",
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"name": "topP",
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"type": "number",
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"description": "When decoding text, samples from the top p percentage of most likely tokens; lower to ignore less likely tokens",
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"optional": true,
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"additionalParams": true,
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"id": "replicate_0-input-topP-number"
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},
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{
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"label": "Repetition Penalty",
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"name": "repetitionPenalty",
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"type": "number",
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"description": "Penalty for repeated words in generated text; 1 is no penalty, values greater than 1 discourage repetition, less than 1 encourage it. (minimum: 0.01; maximum: 5)",
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"optional": true,
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"additionalParams": true,
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"id": "replicate_0-input-repetitionPenalty-number"
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},
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{
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"label": "Additional Inputs",
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"name": "additionalInputs",
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"type": "json",
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"description": "Each model has different parameters, refer to the specific model accepted inputs. For example: <a target=\"_blank\" href=\"https://replicate.com/a16z-infra/llama13b-v2-chat/api#inputs\">llama13b-v2</a>",
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"additionalParams": true,
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"optional": true,
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"id": "replicate_0-input-additionalInputs-json"
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}
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],
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"inputAnchors": [],
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"inputs": {
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"model": "a16z-infra/llama13b-v2-chat:df7690f1994d94e96ad9d568eac121aecf50684a0b0963b25a41cc40061269e5",
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"temperature": 0.7,
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"maxTokens": "",
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"topP": "",
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"repetitionPenalty": "",
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"additionalInputs": ""
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},
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"outputAnchors": [
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{
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"id": "replicate_0-output-replicate-Replicate|LLM|BaseLLM|BaseLanguageModel",
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"name": "replicate",
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"label": "Replicate",
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"type": "Replicate | LLM | BaseLLM | BaseLanguageModel"
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}
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],
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"outputs": {},
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"selected": false
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},
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"selected": false,
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"positionAbsolute": {
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"x": 607.4915400488668,
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"y": -60.643337207007804
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},
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"dragging": false
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}
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],
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"edges": [
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{
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"source": "promptTemplate_0",
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"sourceHandle": "promptTemplate_0-output-promptTemplate-PromptTemplate|BaseStringPromptTemplate|BasePromptTemplate",
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"target": "llmChain_1",
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"targetHandle": "llmChain_1-input-prompt-BasePromptTemplate",
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"type": "buttonedge",
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"id": "promptTemplate_0-promptTemplate_0-output-promptTemplate-PromptTemplate|BaseStringPromptTemplate|BasePromptTemplate-llmChain_1-llmChain_1-input-prompt-BasePromptTemplate",
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"data": {
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"label": ""
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}
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},
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{
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"source": "replicate_0",
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"sourceHandle": "replicate_0-output-replicate-Replicate|LLM|BaseLLM|BaseLanguageModel",
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"target": "llmChain_1",
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"targetHandle": "llmChain_1-input-model-BaseLanguageModel",
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"type": "buttonedge",
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"id": "replicate_0-replicate_0-output-replicate-Replicate|LLM|BaseLLM|BaseLanguageModel-llmChain_1-llmChain_1-input-model-BaseLanguageModel",
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"data": {
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"label": ""
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}
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}
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]
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}
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