databrickslabs/dolly
Databricks’ Dolly, a large language model trained on the Databricks Machine Learning Platform
Fine-tuned on ~15K instruction/response pairs across seven capability domains (brainstorming, QA, summarization, etc.), Dolly achieves instruction-following behavior beyond its Pythia-12B foundation through supervised fine-tuning rather than RLHF. Distributed training leverages Databricks' platform with DeepSpeed optimization, supporting inference across A100, A10, and V100 GPUs through the Hugging Face `transformers` library with configurable quantization strategies.
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Last pushed
Jun 30, 2023
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