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  2. Pythia 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 model architecture and hyperparameters largely follow GPT-3, with a few notable deviations based on recent advances in best practices for large scale language modeling.

    Pythia Explained | Papers With Code

    paperswithcode.com/method/pythia
    Pythia models are English-language only, and are not suitable for translation or generating text in other languages. Pythia-1.4B has not been fine-tuned for downstream contexts in which language models are commonly deployed, such as writing genre prose, or commercial chatbots.

    EleutherAI/pythia-1.4b · Hugging Face

    huggingface.co/EleutherAI/pythia-1.4b
    Pythia is the first ancient text restoration model that recovers missing characters from a damaged text input using deep neural networks. It offers an automated aid to the epigraphic restoration of fragmentary inscriptions, providing historians with multiple textual restorations and the confidence level for each hypothesis.

    PYTHIA: a deep learning model for the …

    eadh.org/projects/pythia-deep-learning-model-auto…
    Pythia is an ancient text restoration model that recovers missing characters from a damaged text input using deep neural networks. It was created by Yannis Assael, Thea Sommerschield, and Jonathan Prag, researchers from Google DeepMind and the University of Oxford.

    Pythia (machine learning) - Wikipedia

    en.wikipedia.org/wiki/Pythia_(machine_learning)
     
  3. People also ask
    What is Pythia – a decoder-only autoregressive language model?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: Models span several orders of magnitude of model scale.

    Pythia: A Suite for Analyzing Large Language Models Across Training a…

    arxiv.org
    What is the Pythia language model suite?The Pythia language model suite is a collection of LLMs developed by EleutherAI to facilitate interpretability research. The models were trained using the GPT-NeoX library. The Pile dataset, which is a curation of English language datasets was used for pre-training.

    The rise of open-source large language models - Exploding Gradients

    explodinggradients.com
    What is Pythia model?Model Pythia Model A suite of models designed to enable controlled scientific research on transparently trained LLMs Model Model Polyglot-Ko Model A series of Korean autoregressive language models made by the EleutherAI polyglot team. We currently have trained and released 1.3B, 3.8B, and 5.8B parameter models.

    Language Modeling — EleutherAI

    eleuther.ai
    What is Pythia and how does it work?Pythia 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 model architecture and hyperparameters largely follow GPT-3, with a few notable deviations based on recent advances in best practices for large scale language modeling.

    Pythia Explained | Papers With Code

    paperswithcode.com
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  4. arXiv.org
    https://arxiv.org/pdf/2304.01373
    [PDF]

    Pythia: A Suite for Analyzing Large Language Models Across …

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  5. Github
    https://github.com/EleutherAI/pythia

    GitHub - EleutherAI/pythia: The hub for EleutherAI's work on ...

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    [2304.01373] Pythia: A Suite for Analyzing Large Language …
    arxiv.org
    EleutherAI/pythia-12b-v0 · Hugging Face
    huggingface.co
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  7. Engineering at Meta
    https://engineering.fb.com/.../21/ai-rese…

    Releasing Pythia for vision and language multimodal …

    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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      GitHub - facebookresearch/mmf: A modular framework for …
      github.com
      Pythia (machine learning) - Wikipedia
      en.wikipedia.org
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    • Hugging Face
      https://huggingface.co/EleutherAI/pythia-1.4b

      EleutherAI/pythia-1.4b · Hugging Face

    • Papers With Code
      https://paperswithcode.com/method/pythia

      Pythia Explained | Papers With Code

    • Github
      https://github.com/jackroos/pythia

      GitHub - jackroos/pythia: A modular framework for vision

    • Proceedings of Machine Learning Research
      https://proceedings.mlr.press/v202/biderman23a.html

      Pythia: A Suite for Analyzing Large Language Models Across …

    • Hugging Face
      https://huggingface.co/EleutherAI

      EleutherAI (EleutherAI) - Hugging Face

      WebJul 9, 2023 · Pythia is the first LLM suite designed specifically to enable scientific research on LLMs. To learn more see https://github.com/EleutherAI/pythia. Pythia: A Suite for Analyzing Large …

    • explodinggradients.com
      https://explodinggradients.com/the-ris…

      The rise of open-source large language models

      WebApr 13, 2023 · The Pythia language model suite is a collection of LLMs developed by EleutherAI to facilitate interpretability research. The models were trained using the GPT-NeoX library. The Pile dataset, which is a …

    • EleutherAI
      https://www.eleuther.ai/papers-blog/pythia-a-suite...

      Pythia: A Suite for Analyzing Large Language Models Across

    • learningsys.org
      http://learningsys.org/nips18/assets/papers/35CameraReady...
      [PDF]

      Pythia - A platform for vision & language research - learning sys

    • EleutherAI
      https://www.eleuther.ai/language-modeling

      Language Modeling — EleutherAI

    • Hugging Face
      https://huggingface.co/papers/2304.01373

      Paper page - Pythia: A Suite for Analyzing Large Language …

    • Papers With Code
      https://paperswithcode.com/paper/pythia-a-suite...

      Papers with Code - Pythia: A Suite for Analyzing Large Language …

    • arXiv.org
      https://arxiv.org/pdf/2304.01373v1
      [PDF]

      Pythia: A Suite for Analyzing Large Language Models Across …

    • llmmodels.org
      https://llmmodels.org/tools/pythia

      Pythia - llmmodels.org

    • Semantic Scholar
      https://www.semanticscholar.org/paper/Pythia:-A...

      [PDF] Pythia: A Suite for Analyzing Large Language Models …

    • Github
      https://github.com/princetonvisualai/pythia

      GitHub - princetonvisualai/pythia: A modular framework for vision ...

    • arXiv.org
      https://arxiv.org/abs/2308.04014

      [2308.04014] Continual Pre-Training of Large Language Models: …

    • Anthropic
      https://www.anthropic.com/research/mapping-mind-language-model

      Mapping the Mind of a Large Language Model \ Anthropic

    • Towards Data Science
      https://towardsdatascience.com/small-language...

      Small Language Models: Using 3.8B Phi-3 and 8B Llama-3 …

    • IBM Research
      https://research.ibm.com/blog/efficient-llm-benchmarking

      Evaluate your LLM using 99% less compute - IBM Research

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