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LLM distillation demystified: a complete guide

Snorkel AI

Hosting private versions of the largest available LLMs means wrangling and coordinating significant resources. They can then isolate these points for human review and update. Enriching data sets with multi-signal distillation Data scientists can distill labels from multiple sources of signal. Infrastructure headaches.

LLM 52
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LLM distillation demystified: a complete guide

Snorkel AI

Hosting private versions of the largest available LLMs means wrangling and coordinating significant resources. They can then isolate these points for human review and update. Enriching data sets with multi-signal distillation Data scientists can distill labels from multiple sources of signal. Infrastructure headaches.

LLM 52
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Prodigy in 2023: LLMs, task routers, QA and plugins

Explosion

We’re also currently testing in beta, Prodigy Teams , our hybrid cloud SaaS product that works on top of Prodigy with enhanced features for collaboration while preserving scriptability and data privacy by keeping your data and models hosted on your private cluster. Pydantic v2.0, and spacy-llm 0.6. support (dropping Python 3.7