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EleutherAI/pythia-12b · Hugging Face
The Pythia Scaling Suite is a collection of models developed to facilitate interpretability research (see paper). It contains two sets of eight models of sizes 70M, 160M, 410M, 1B, 1.4B, 2.8B, 6.9B, and 12B. For each size, there are two models: one trained on the Pile, and one trained on the Pile after … See more
- 1. Developed by: EleutherAI
- 2. Model type: Transformer-based Language Model
- 3. Language: English
- 4. Learn more: Pythia's GitHub repository for training procedure… See more
- Intended Use
- The primary intended use of Pythia is research on the behavior, functionality, a…
- Out-of-scope use
- The Pythia Suite is notintended for deployment. It is not … See more
All 16 Pythia models were evaluated using the LM Evaluation Harness. You can access the results by model and step at results/json/* in the GitHub repository. Expand the sections below to see plots of evaluation results for all Pythia and Pythia-deduped models … See more
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WebThe Pythia suite was developed with the explicit purpose of enabling research in interpretability, learning dynamics, and ethics and transparency for which existing model …
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WebAbstract. How do large language models (LLMs) develop and evolve over the course of training? How do these patterns change as models scale? To an-swer these questions, …
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WebApr 3, 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, …
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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 · Alignment. Papers. Releases. Blog. Pythia. Model. 13 Feb. Written By Stella Biderman. A suite of 16 models with 154 partially trained checkpoints designed to enable …
Papers with Code - Pythia: A Suite for Analyzing Large Language …
WebApr 3, 2023 · To answer these questions, we introduce \textit {Pythia}, a suite of 16 LLMs all trained on public data seen in the exact same order and ranging in size from 70M to 12B …
Pythia: A Suite of 16 LLMs for In-Depth Research - KDnuggets
WebAug 1, 2023 · There are 8 different model sizes with the smallest and largest models having 70M and 12B parameters, respectively. Other model sizes include 160M, 410M, 1B, …
Pythia Model | Large Language Models Leaderboard
WebPythia models have size ranges from 70M to 12B parameters. 70M to 12B parameters. Ranging in size from 70M to 12B parameters, the Pythia models offer a diverse range of capacities and capabilities for in-depth …
EleutherAI/pythia-12b - Demo - DeepInfra
Web11,327,027,200. The Pythia Scaling Suite includes 16 models (2 per size) with sizes ranging from 70M to 12B parameters, trained on the Pile dataset. The models are …
EleutherAI/pythia-12b - API Reference - DeepInfra
WebThe Pythia Scaling Suite includes 16 models (2 per size) with sizes ranging from 70M to 12B parameters, trained on the Pile dataset. The models are designed for interpretability …
[2304.01373] Pythia: A Suite for Analyzing Large Language …
WebMay 5, 2023 · Abstract. 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 …
A New AI Research Proposes Pythia: A Suite of Decoder-Only ...
WebApr 9, 2023 · A New AI Research Proposes Pythia: A Suite of Decoder-Only Autoregressive Language Models Ranging from 70M to 12B Parameters - MarkTechPost. By. Khushboo …
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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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Pythia: A Suite for Analyzing Large Language Models Across …
WebApr 24, 2023 · To answer these questions, we introduce Pythia, a suite of 16 LLMs all trained on public data seen in the exact same order and ranging in size from 70M to 12B …
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