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Model guide


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

Component Model(s)
Embeddings all-MiniLM-L6-v2
Image Captions BLIP
Labels - Zero Shot BART-Large-MNLI
Labels - Fixed Fine-tune with training pipeline
Large Language Model (LLM) Mistral 7B OpenOrca
Summarization DistilBART
Text-to-Speech ESPnet JETS
Transcription Whisper
Translation OPUS 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.