IBM/Dromedary

Health v2 · maintenance only

Flags: no_releases

Adoption not part of the score

1137 stars · 88 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

Dromedary is an open-source self-aligned language model trained with minimal human supervision using the principle-driven SELF-ALIGN pipeline. Dromedary-2 applies supervised fine-tuning on LLaMA-2 with diverse user prompts and a principle-driven prompt to produce helpful, ethical, and reliable LLMs.

Use cases

• train a self-aligned chatbot from a LLaMA base model
• align an LLM with principles using minimal human supervision
• run inference with a self-aligned open-source language model
• fine-tune LLaMA-2 with SFT on diverse instruction datasets
• research principle-driven LLM alignment methods

When to choose

• you want to reproduce or study the SELF-ALIGN alignment pipeline
• you need an open-source alternative to RLHF-based aligned models
• you are doing research on principle-driven LLM alignment

When to avoid

• you need a production-ready chatbot with commercial licensing (GPL-3.0 code, CC BY-NC data)
• you lack GPU resources for large model training or inference
• you need the latest actively developed alignment tooling

Facets

library · maturity maintenance

llm-training machine-learning prompt-engineering large-language-models artificial-intelligence machine-learning python self-alignment llama rlaif sft neurips-2023 research gpu linux

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