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The field of Artificial Intelligence has witnessed remarkable progress in recent years, especially with the emergence of powerful large language models (LLMs) based on the transformer architecture.
Vaswani, A., Shazeer, N., Parmar, N., Uszkoreit, J., Jones, L., Gomez, A.N., Kaiser, L., Polosukhin, I., 2017 · 2017
Earlier work this paper cites.
Lora: Low-rank adaptation of large language models
Hu, E.J., Shen, Y., Wallis, P., Allen-Zhu, Z., Li, Y., Wang, S., Wang, L., Chen, W., 2021 · 2021
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Openai: An ai research laboratory URL: https://openai.com/
OpenAI, 2021 · 2021
Earlier work this paper cites.
Robust speech recognition via large-scale weak supervision
Radford, A., Kim, J.W., Xu, T., Brockman, G., McLeavey, C., Sutskever, I., 2022 · 2022
Earlier work this paper cites.
ggerganov/ggml/gpt-neox
ggerganov, 2023a · 2023
Cited alongside, same era.
PEFT: Practical entity framework for transformer
Hugging Face, 2023 · 2023
Cited alongside, same era.
Awq: Activation-aware weight quantization for llm compression and acceleration
Lin, J., Tang, J., Tang, H., Yang, S., Dang, X., Han, S., 2023 · 2023
Cited alongside, same era.
OpenAI, 2023 · 2023
Cited alongside, same era.
llama.cpp
ggerganov, 2023b
Cited in the paper.
RedPajama-INCITE-Chat-3B-v1 model on hugging face
togethercomputer, 2023 · 2023
Closest in time.
Llama: Open and efficient foundation language models
Touvron, H., Lavril, T., Izacard, G., Martinet, X., Lachaux, M.A., Lacroix, T., Rozière, B., Goyal, N., Hambro, E., Azhar, F., Rodriguez, A., Joulin, A., Grave, E., Lample, G., 2023 · 2023
Closest in time.
Bloom: A 176b-parameter open-access multilingual language model
Workshop, B., 2023 · 2023
Closest in time.
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