gato VS transformers

Compare gato vs transformers and see what are their differences.

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gato transformers
2 197
206 137,675
- 1.5%
4.3 10.0
about 1 year ago 5 days ago
Python Python
MIT License Apache License 2.0
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

gato

Posts with mentions or reviews of gato. We have used some of these posts to build our list of alternatives and similar projects.

transformers

Posts with mentions or reviews of transformers. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-12-18.
  • How to Install Google PaliGemma 2 Locally?
    2 projects | dev.to | 18 Dec 2024
    pip install git+https://github.com/huggingface/transformers
  • ๐Ÿš€ Launching a High-Performance DistilBERT-Based Sentiment Analysis Model for Steam Reviews ๐ŸŽฎ๐Ÿค–
    6 projects | dev.to | 16 Dec 2024
    transformers: For loading and utilizing the model.
  • First step and troubleshooting Docling โ€” RAG with LlamaIndex on my CPU laptop
    1 project | dev.to | 16 Dec 2024
  • Analyzing Hugging Face Posts with Graphs and Agents
    7 projects | dev.to | 21 Nov 2024
    [{'id': 'AI Music Generation', 'text': 'Love this new Space built by @enzostvs + @Xenova for Transformers.js: Generate your own AI music (In-browser generation) with AI Jukebox \n\nhttps://huggingface.co/spaces/enzostvs/ai-jukebox', 'score': 0.8460421562194824}, {'id': 'Kolmogorov Arnold Networks', 'text': 'Transformers are not all we need, that is being proven repeatedly now as more alternative frameworks emerge. Another such framework is Kolmogorov Arnold Network based Transformers. I break down exactly how these differ from Perceptron based Transformers and give you the link to my Colab where I create a model based on the research paper that absolutely destroys a standard Transformers based model. Check out the video here: https://www.youtube.com/watch?v=Sw0euxNZCc4', 'score': 0.8424240350723267}, {'id': 'GitHub Issue 8771', 'text': 'This issue is just a treasure ! A bit deprecated i guess, but things are in their historical context. (personally, still need more to understand better)\nhttps://github.com/huggingface/transformers/issues/8771\n\U0001fae1 to the man @stas ', 'score': 0.8417709469795227}]
  • Running Phi 3 with vLLM and Ray Serve
    6 projects | dev.to | 8 Nov 2024
  • Criando um LLM do zero com Transformers
    1 project | dev.to | 2 Nov 2024
    Hugging Face Transformers
  • Recap Hacktober Fest
    4 projects | dev.to | 27 Oct 2024
    Issue: KeyError Update in Transformers This issue involved improving error handling for a KeyError in the Hugging Face Transformers library. Specifically, I worked on improving the error messages for better debugging, as users were facing difficulties in understanding why the error occurred during the _evaluate and _save_checkpoint functions.
  • Bugs in LLM Training โ€“ Gradient Accumulation Fix
    1 project | news.ycombinator.com | 18 Oct 2024
    >> disadvantage of Transformers codebase using the copy-paste method for models, where this fix needs to be applied to every single model separately

    What are the best tools we have available for tackling this kind of large scale copy-paste change?

    https://github.com/huggingface/transformers/pull/34191/commi...

    This feels too complex to tackle with PyCharm structural find and replace, even a more powerful structural find and replace like https://comby.dev/ feels underpowered here.

    Sourcegraph batch changes? That solves broadcasting the change but doesnโ€™t help with capturing the change to make.

    Open rewrite? The python implementation is early stages, not prod ready as I understand it.

    What else is there that I donโ€™t know about?

  • Generative Audio
    1 project | dev.to | 13 Oct 2024
  • Happy Hacking: My First Hacktoberfest Pull Request ๐ŸŽ‰
    2 projects | dev.to | 8 Oct 2024
    Update an keyerror on _save_check_point prevent confusion of missing โ€ฆ #33832

What are some alternatives?

When comparing gato and transformers you can also consider the following projects:

Perceiver - Implementation of Perceiver, General Perception with Iterative Attention

llama - Inference code for Llama models

athena - an open-source implementation of sequence-to-sequence based speech processing engine

fairseq - Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

modelstore - ๐Ÿฌ modelstore is a Python library that allows you to version, export, and save a machine learning model to your filesystem or a cloud storage provider.

sentence-transformers - State-of-the-Art Text Embeddings

bertviz - BertViz: Visualize Attention in NLP Models (BERT, GPT2, BART, etc.)

text-generation-webui - A Gradio web UI for Large Language Models with support for multiple inference backends.

best-of-ml-python - ๐Ÿ† A ranked list of awesome machine learning Python libraries. Updated weekly.

huggingface_hub - The official Python client for the Huggingface Hub.

OpenNMT-py - Open Source Neural Machine Translation and (Large) Language Models in PyTorch

transformer-pytorch - Transformer: PyTorch Implementation of "Attention Is All You Need"

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