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Chinchilla is a family of large language models (LLMs) developed by the research team at Google DeepMind, presented in March 2022. [1] Models. It is named "chinchilla" because it is a further development over a previous model family named Gopher. Both model families were trained in order to investigate the scaling laws of large language models. [2]
Chinchilla AI is a 70B-parameter model developed by DeepMind which outperforms Gopher, GPT-3, Jurassic-1 and Megatron-Turing NLG across a large range of benchmarks [1]. However, it has since been surpassed by Google’s 540B-parameter PaLM model [3].
Chinchilla is an autoregressive decoder-only language model. Trains on a similar dataset as Gopher. Use SentencePiece. Has 70B parameters, 80 layers, 64 heads, 128 (key/value of each head), 8192 hidden dimension, batch size (starts at 1.5M, then double to 3M midway through training). Evaluation.
Chinchilla is a 70B parameters model trained as a compute-optimal model with 1.4 trillion tokens. Findings suggest that these types of models are trained optimally by equally scaling both model size and training tokens. It uses the same compute budget as Gopher but with 4x more training data.
Apr 11, 2022 · The star of the new paper is Chinchilla, a 70B-parameter model 4 times smaller than the previous leader in language AI, Gopher (also built by DeepMind), but trained on 4 times more data. Researchers found that Chinchilla “uniformly and significantly” outperforms Gopher, GPT-3, Jurassic-1, and Megatron-Turing NLG across a large set of ...
Mar 29, 2022 · We test this hypothesis by training a predicted compute-optimal model, Chinchilla, that uses the same compute budget as Gopher but with 70B parameters and 4$\times$ more more data. Chinchilla uniformly and significantly outperforms Gopher (280B), GPT-3 (175B), Jurassic-1 (178B), and Megatron-Turing NLG (530B) on a large range of downstream ...
Oct 21, 2023 · So What Exactly is Chinchilla AI? Chinchilla is a deep learning model trained by DeepMind to understand and generate human language. Specifically, it employs something called transformer neural networks to process massive amounts of text data.
DeepMind's Chinchilla AI is an AI-powered large language model that has outperformed existing models like GPT-3 and Gopher on an array of tasks.
Jul 30, 2023 · The authors test this hypothesis by training a predicted compute optimal model, Chinchilla, that uses the same compute budget as Gopher but with 70B parameters and 4× more data.
Jan 12, 2023 · Chinchilla AI is an AI platform for process automation and improved business judgment. It helps companies create and release AI-driven applications that enhance the functionality of their digital products.