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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) …
- To promote research on the learning dynamics of LLMs we make 154 checkp…
- Config files used to train these models with the GPT-NeoX librar… See more
- (Expanded reproduction instructions provided by @BaruchG ).
- We provide the training data for replication of our training runs. The GPT-NeoX libra…
- This will take over a day to run, though it should not require mo… See more
- [November 2, 2023] We have added 14M and 31M models at the request of some …
- [April 3, 2023] We have released a new version of all Pythia m… See more
- All Pythia models are hosted on the Huggingface hub. They can be loaded and used via the following code (shown for t…
- All models were trained for the equivalent of 143000 steps at a batch size of 2,097,152 tokens. Re… See more
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WebThe Pythia suite is the only publicly released suite of LLMs that satisfies three key properties: Models span several orders of magnitude of model scale. All models were …
WebApr 3, 2023 · Pythia is a collection of 16 LLMs trained on public data and ranging in size from 70M to 12B parameters. It aims to facilitate research on LLMs' training dynamics …
Pythia: A Suite for Analyzing Large Language Models Across
WebApr 5, 2023 · How do large language models (LLMs) develop and evolve over the course of training? How do these patterns change as models scale? To answer these questions, …
WebPythia is a collection of 16 LLMs trained on public data with different sizes and training dynamics. It provides access to checkpoints, dataloaders, and analysis tools for studying …
EleutherAI/pythia-6.9b · Hugging Face
WebModel Details. Developed by: EleutherAI. Model type: Transformer-based Language Model. Language: English. Learn more: Pythia's GitHub repository for training procedure, config …
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Pythia Explained | Papers With Code
WebPythia is a suite of decoder-only autoregressive language models all trained on public data seen in the exact same order and ranging in size from 70M to 12B parameters. The …
Pythia — EleutherAI
WebFeb 13, 2023 · Releases. Blog. Pythia. Model. 13 Feb. Written By Stella Biderman. A suite of 16 models with 154 partially trained checkpoints designed to enable controlled …
WebPythia: a suite for analyzing large language models across training and scaling. Pages 2397–2430. ABSTRACT. References. Recommendations. Comments. ABSTRACT. How …
[2304.01373] Pythia: A Suite for Analyzing Large Language …
WebMay 5, 2023 · 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. All …
GitHub - ufoym/pythia: A modular framework for vision
WebPythia is a modular framework for vision and language multimodal research. Built on top of PyTorch, it features: Model Zoo: Reference implementations for state-of-the-art vision …
WebIn 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 …
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GitHub - allenai/pythia: A modular framework for vision
WebPythia is a modular framework for vision and language multimodal research. Built on top of PyTorch, it features: Model Zoo: Reference implementations for state-of-the-art vision …
Pythia model usage with VizWiz · Issue #891 - GitHub
Web4 participants. I want to convert my dataset to the 'vizwiz' format and use Pythia model. I found several difficulties. I have extracted features as the intuition, and get a folder …
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