Open or closed: how you get access to a model
The debate is usually run on ideology, but most of the decision sits where two curves cross. The rest is measurable too.
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Sources
- Touvron, H. et al. 2023 · Llama 2: Open Foundation and Fine-Tuned Chat Models · arXiv:2307.09288
- Solaiman, I. 2023 · The Gradient of Generative AI Release: Methods and Considerations · FAccT 2023
- Kwon, W. et al. 2023 · Efficient Memory Management for Large Language Model Serving with PagedAttention (vLLM) · SOSP 2023
- Bommasani, R. et al. 2023 · The Foundation Model Transparency Index · arXiv:2310.12941
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