Model guide

models

See the table below for the current recommended models. These models all allow commercial use and offer a blend of speed and performance.

ComponentModel(s)
Embeddingsall-MiniLM-L6-v2
E5-base-v2
Image CaptionsBLIP
Labels - Zero ShotBART-Large-MNLI
Labels - FixedFine-tune with training pipeline
Large Language Model (LLM)Flan T5 XL
Falcon 7B Instruct
SummarizationDistilBART
Text-to-SpeechESPnet JETS
TranscriptionWhisper
TranslationOPUS Model Series

Models can be loaded as either a path from the Hugging Face Hub or a local directory. Model paths are optional, defaults are loaded when not specified. For tasks with no recommended model, txtai uses the default models as shown in the Hugging Face Tasks guide.

See the following links to learn more.