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Class: HuggingFaceLLM

Extends​

  • BaseLLM

Constructors​

new HuggingFaceLLM()​

new HuggingFaceLLM(init?): HuggingFaceLLM

Parameters​

• init?: HFLLMConfig

Returns​

HuggingFaceLLM

Overrides​

BaseLLM.constructor

Source​

packages/llamaindex/src/llm/huggingface.ts:205

Properties​

contextWindow​

contextWindow: number

Source​

packages/llamaindex/src/llm/huggingface.ts:200

maxTokens?​

optional maxTokens: number

Source​

packages/llamaindex/src/llm/huggingface.ts:199

model​

private model: null | PreTrainedModel = null

Source​

packages/llamaindex/src/llm/huggingface.ts:203

modelName​

modelName: string

Source​

packages/llamaindex/src/llm/huggingface.ts:195

temperature​

temperature: number

Source​

packages/llamaindex/src/llm/huggingface.ts:197

tokenizer​

private tokenizer: null | PreTrainedTokenizer = null

Source​

packages/llamaindex/src/llm/huggingface.ts:202

tokenizerName​

tokenizerName: string

Source​

packages/llamaindex/src/llm/huggingface.ts:196

topP​

topP: number

Source​

packages/llamaindex/src/llm/huggingface.ts:198

Accessors​

metadata​

get metadata(): LLMMetadata

Returns​

LLMMetadata

Source​

packages/llamaindex/src/llm/huggingface.ts:215

Methods​

chat()​

chat(params)​

chat(params): Promise<AsyncIterable <ChatResponseChunk>>

Parameters​

• params: LLMChatParamsStreaming<object, object>

Returns​

Promise<AsyncIterable <ChatResponseChunk>>

Overrides​

BaseLLM.chat

Source​

packages/llamaindex/src/llm/huggingface.ts:242

chat(params)​

chat(params): Promise <ChatResponse<object>>

Parameters​

• params: LLMChatParamsNonStreaming<object, object>

Returns​

Promise <ChatResponse<object>>

Overrides​

BaseLLM.chat

Source​

packages/llamaindex/src/llm/huggingface.ts:245

complete()​

complete(params)​

complete(params): Promise<AsyncIterable <CompletionResponse>>

Parameters​

• params: LLMCompletionParamsStreaming

Returns​

Promise<AsyncIterable <CompletionResponse>>

Inherited from​

BaseLLM.complete

Source​

packages/llamaindex/src/llm/base.ts:22

complete(params)​

complete(params): Promise <CompletionResponse>

Parameters​

• params: LLMCompletionParamsNonStreaming

Returns​

Promise <CompletionResponse>

Inherited from​

BaseLLM.complete

Source​

packages/llamaindex/src/llm/base.ts:25

getModel()​

getModel(): Promise<PreTrainedModel>

Returns​

Promise<PreTrainedModel>

Source​

packages/llamaindex/src/llm/huggingface.ts:234

getTokenizer()​

getTokenizer(): Promise<PreTrainedTokenizer>

Returns​

Promise<PreTrainedTokenizer>

Source​

packages/llamaindex/src/llm/huggingface.ts:226

nonStreamChat()​

protected nonStreamChat(params): Promise <ChatResponse<object>>

Parameters​

• params: LLMChatParamsNonStreaming<object, object>

Returns​

Promise <ChatResponse<object>>

Source​

packages/llamaindex/src/llm/huggingface.ts:254

streamChat()​

protected streamChat(params): AsyncIterable <ChatResponseChunk>

Parameters​

• params: LLMChatParamsStreaming<object, object>

Returns​

AsyncIterable <ChatResponseChunk>

Source​

packages/llamaindex/src/llm/huggingface.ts:286