OPEN SOURCE

→ View original post on X — @learnopencv

Imagen Outperforms DALL-E2, Stable Diffusion Leads Open Source

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@learnopencv

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03 February 2023 5h49

Imagen was released right after DALL-E2, and in their tests with human raters, it outperformed DALL-E2. Stable Diffusion is of course the most useful one as it is open source and people can build on top of it.

→ View original post on X — @_jasonwei

Flan-T5 Outperforms OPT-IML with Greater Efficiency

By

@_jasonwei

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03 February 2023 3h22

Check out OPT-IML, but a lot of people said they didn't know:
– Flan-T5 checkpoints are publicly available (without requesting access)
– Flan-T5 11B outperforms OPT-IML on MMLU and Big-Bench Hard, despite being 10x more compute efficient Checkpoints: https://
huggingface.co/docs/transform
ers/model_doc/flan-t5
…

→ View original post on X — @dotcsv

Google and OpenAI: Open Source Data Training Controversy

By

@dotcsv

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03 February 2023 0h43

Que en concreto aquí se refieren a los datos de entrenamiento usados para los modelos instruct de GPT-3. Pero vamos, que open source no es sólo lo que os interese, colegas de Google

→ View original post on X — @dotcsv

Google’s hypocrisy: preaching open source while keeping PaLM closed

By

@dotcsv

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03 February 2023 0h41

Madre mía, el chiste se cuenta solo… Este párrafo de aquí está recogido en un nuevo paper de Google Research, donde hablan de la importancia del Open Source y poniendo como mal ejemplo a GPT-3. ¡ELLOS! QUE TIENEN A PALM BAJO LLAVE SIENDO SUPERIOR.

Documentation Improvements and Bug Fixes Released

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02 February 2023 20h39

Misc document and Bug Fixes s/o to @ephe_meral @RazRazcle Istora Mandiri, Zach Schillaci, @somejonus
, @eltociear for various documentation improvements and bug fixes!

PAL Chain Updates: Global Locals and Intermediate Steps

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02 February 2023 20h39

Some updates to the PAL chain From Nick Furlotte, includes the ability to specify global/locals, and then also return intermediate steps Docs: https://
langchain.readthedocs.io/en/latest/modu
les/chains/examples/pal.html#intermediate-steps
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Instruct Embeddings: Task-Tailored Text Embeddings from HuggingFace

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02 February 2023 20h39

@huggingface Instruct embeddings Instruct embeddings are from an instruction-finetuned embedding model that can generate text embeddings tailored to any task, *just by providing the task description* A joint effort by seanaedmiston and @EnoReyes https://
langchain.readthedocs.io/en/latest/modu
les/utils/combine_docs_examples/embeddings.html#instructembeddings
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LangChain 0.0.76 Release: Instruct Embeddings and New Features

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02 February 2023 20h39

Another big release! 0.0.76 main features: @huggingface Instruct embeddings (seanaedmiston, @EnoReyes
) ngram example selector (
@seanspriggens
) Other features include a new deployment template, easier way to construct LLMChain, and updates to PALChain Lets dive in

→ View original post on X — @googleai

Open Source Vizier: Distributed Experiment Management Platform

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@googleai

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02 February 2023 19h58

Announcing Open Source Vizier, a standalone Python package designed for managing and optimizing experiments at scale in a reliable distributed manner and for developing and benchmarking algorithms for automated machine learning researchers. Learn more → https://t.co/8kGO9M6jv6 pic.twitter.com/Xvol7qGJ8p
— Google AI (@GoogleAI) 2 février 2023

Announcing Open Source Vizier, a standalone Python package designed for managing and optimizing experiments at scale in a reliable distributed manner and for developing and benchmarking algorithms for automated machine learning researchers. Learn more → https://
goo.gle/40CoXoX