This node establishes a connection to a specific LLM hosted on the Hugging Face Hub. To use this node, you need to successfully authenticate with the Hugging Face Hub using the HF Hub Authenticator node.
Provide the name of the desired LLM repository available on the Hugging Face Hub as an input.
For more details and information about integrating LLMs from the Hugging Face Hub, refer to the LangChain documentation.
The model name to be used, in the format
<organization_name>/<model_name>. For example,
You can find available models at the Hugging Face Models repository.
Task type for a given model.
Please ensure that the model capabilities align with the chosen task.
text-generation: A popular variant of Text Generation where the model predicts the next word given a sequence of words. GPT-based models, such as GPT-3, are commonly used for this task. Available text generation models
text2text-generation: Task used for mapping between pairs of texts, such as translation from one language to another. Available text-to-text generation models
The number of top-k tokens to consider when generating text.
The typical probability threshold for generating text.
The repetition penalty to use when generating text.
The maximum number of tokens to generate in the completion.
The token count of your prompt plus max new tokens cannot exceed the model's context length.
Sampling temperature to use, between 0.0 and 100.0. Higher values will make the output more random, while lower values will make it more focused and deterministic.
An alternative to sampling with temperature, where the model considers the results of the tokens (words) with top_p probability mass. Hence, 0.1 means only the tokens comprising the top 10% probability mass are considered.
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