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Balsa and Gati: small language models for the UK and India

Balsa for the UK.

Our models, tuned for the UK. They read, write and speak British English, with pounds and UK dates done right.

English first

BalsaFor the UK

Balsa OmniText, image and audio in; text out.4.5B Balsa TextText and chat.2.3B Balsa VisionReads documents and scanned pages.0.3B Balsa VoiceTurns text into speech.0.04B Balsa DecisionPicks from a fixed set of answers.0.3B

View Balsa models

Gati for India.

The same models, tuned for India. Up to eight languages used in India, rupees and UPI, in the customer’s own script.

8 languages

GatiFor India

Gati OmniText, image and audio in; text out.4.5B Gati TextText and chat.2.3B Gati VisionReads documents and scanned pages.1B Gati VoiceTurns text into speech.2.5B Gati DecisionPicks from a fixed set of answers.0.6B

View Gati models

Balsa · UK

Five Balsa models,
one page each.

Balsa OmniBalsa Omni is a multimodal model for the UK, with 4.5B effective parameters. It reads text, images and audio, replies in British English and runs on device, with no cloud.

Balsa TextBalsa Text is a small assistant model for the UK. It answers in British English and runs on device, on a laptop, with no cloud.

Balsa VisionBalsa Vision turns scanned English pages into text for the UK, on device with no cloud. It reads 98.5% of characters right on pages 900px and wider.

Balsa VoiceBalsa Voice reads UK customer service messages aloud in British English, on device with no cloud, 21.6 times faster than real time on a MacBook Air M5.

Parameters0.04B

Balsa DecisionBalsa Decision flags deceived payments and routes UK customer messages, on device with no cloud. It recommends an option, and a person decides.

BespokeNeed a model for your own job?We build a small model around one task in your business, and it runs on your own machines.Talk to us

Gati · India

Five Gati models,
one page each.

Gati OmniGati Omni is a multimodal model for India, with 4.5B effective parameters. It reads text, images and audio, replies in eight languages used in India and runs on device.

Gati TextGati Text is a small assistant model for India. It answers in Hindi, Marathi, Gujarati, Telugu, English and Hinglish, on device, with no cloud.

Gati VisionGati Vision turns scanned Hindi, Marathi and English pages into text for India, on device with no cloud. It reads best on sharp scans 900px and wider.

Gati VoiceGati Voice reads UPI payment messages aloud in Hindi, Marathi, Hinglish and Indian English, on device, faster than speech on a MacBook Air M5.

Gati DecisionGati Decision reads Hindi payment messages for India and recommends the first step, on device with no cloud. A person makes the final decision.

BespokeNeed a model for your own job?We build a small model around one task in your business, and it runs on your own machines.Talk to us