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- Pythia is a suite of decoder-only autoregressive language models ranging from 70M to 12B parameters designed specifically to facilitate scientific research1. Pythia exploits state-of-the-art large-scale deep learning models trained on code contexts extracted from abstract syntax trees2. The Pythia suite is the only publicly released suite of LLMs that satisfies three key properties1.Learn more:✕This summary was generated using AI based on multiple online sources. To view the original source information, use the "Learn more" links.In this paper we introduce Pythia, a suite of decoder-only autoregressive language models ranging from 70M to 12B parameters designed specifically to facilitate such scientific research. The Pythia suite is the only publicly released suite of LLMs that satisfies three key properties: 1. Models span several orders of magnitude of model scale. 2.arxiv.org/pdf/2304.01373.pdfPythia exploits state-of-the-art large-scale deep learning models trained on code contexts extracted from abstract syntax trees. It is designed to work at a high throughput predicting the best matching code completions on the order of 100.arxiv.org/abs/1912.00742
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- This repository is for EleutherAI's project Pythia which combines interpretability analysis and scaling laws to understand how knowledge develops and evolves duri…
- The Pythia suite was developed with the explicit purpose of enabling research in interpretability, learning dynamics, and ethics and transparency fo… See more
- We train and release a suite of 8 model sizes on the the Pile (paper, datasheet) as well as the Pile with deduplication applie…
- To promote research on the learning dynamics of LLMs we make 154 checkpoints availabl… See more
- (Expanded reproduction instructions provided by @BaruchG ).
- We provide the training data for replication of our training runs. The GPT-NeoX libra…
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EleutherAI/pythia-1.4b · Hugging Face
WebDeveloped by: EleutherAI. Model type: Transformer-based Language Model. Language: …
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WebMay 21, 2019 · Built on our open-source PyTorch framework, the modular, plug-and-play design enables researchers to quickly build, reproduce, …
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- Studies of pythia language model
WebApr 3, 2023 · Abstract: How do large language models (LLMs) develop and evolve over …
- Cite as: arXiv:2304.01373 [cs.CL]
- Subjects: Computation and Language (cs.CL)
- Comments: Code at this https URL
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EleutherAI (EleutherAI) - Hugging Face
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EleutherAI/pythia-1.4b-v0 · Hugging Face
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Pythia - llmmodels.org
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[2304.01373] Pythia: A Suite for Analyzing Large Language
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GitHub - jackroos/pythia: A modular framework for vision
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WebApr 23, 2024 · Microsoft’s 3.8B parameter Phi-3 may rival GPT-3.5, signaling a new era …
[1912.00742] Pythia: AI-assisted Code Completion System
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GitHub - princetonvisualai/pythia: A modular framework for vision ...
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WebApr 23, 2024 · These models, like ChatGPT [3], Pythia [2], LLaMA 2 [4], known for their …
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