AsposeAIModelConfig

AsposeAIModelConfig class

Represents configuration settings for loading an LLM model.

The AsposeAIModelConfig type exposes the following members:

Constructors

NameDescription
AsposeAIModelConfig()Initializes a new instance of the AsposeAIModelConfig class

Properties

NameDescription
hugging_face_repo_idID of the model on HuggingFace (e.g., “openai/gpt2”). If specified, the model can be loaded from the local cache
or downloaded from HuggingFace when
directory_model_pathOptional directory where HuggingFace models will be searched for and cached.
Use
allow_auto_downloadIf true, the model will be automatically downloaded if it is not available locally.
The default value is false. When
hugging_face_file_nameOptional model’s name to use when downloading from HuggingFace.
Examples: “TableGPT2-7B.Q4_K_S.gguf”.
Default for table AI - TableGPT2-7B.Q4_K_S.gguf.
file_model_pathLocal path to the model file. If specified, this file will be used instead of downloading the model.
Default empty.
context_sizeDefines the maximum number of tokens the LLM can use as context during inference.
If null, the default context size defined by the model will be used.
Larger values allow the model to consider more text but may require more memory.
gpu_layersNumber of GPU layers to use for the model. If not specified, the default value (40) will be used. Set to 0 to run entirely on the CPU.

See Also