Sanjay and I did indeed work on this fast hash table implementation a while back, but I'd never seen @JuvHarlequinKFM
's talk about it. Nice clear talk, Matt!
CODE
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Fast Hash Table Implementation Discussion and Technical Talk
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LangChain Releases GitHub Release Notes Feature
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You may have noticed, we now have release notes on our GitHub page! https://
github.com/hwchase17/lang
chain/releases/tag/v0.0.66
… HUGE shoutout to Steven Hoelscher (
https://
github.com/shoelsch) for making this happen, was a much requested feature -
800 Free Computer Science Classes Available Online Now
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800 free computer science classes you can take online right now: http://
bit.ly/800CSclasses -
Choosing between text-davinci-003 and code-davinci-002 based on task
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text-davinci-003 or code-davinci-002 depending on the task.
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Map Reduce and similarity search improvements in AI framework
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Misc improvements/fixes:
Docs: @charles_irl , @grc_john Map Reduce prompt @vertinski Kwargs to similarity search – iocuydi
Ability to specify @pinecone ids – iocuydi
Custom caching example fix (h/t Andrew Peterson) -
LangChain 0.0.66 Release: Bing Search and Qdrant Support
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Big end of week release! `pip install lanchain==0.0.66` New Features Bing Search Wrapper – @EnricoShippole
: https://
langchain.readthedocs.io/en/latest/modu
les/utils/examples/bing_search.html
… Support for @qdrant_engine – @LukawskiKacper
: https://
langchain.readthedocs.io/en/latest/modu
les/utils/combine_docs_examples/vectorstores.html#qdrant
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Deep Learning Tuning Playbook: Optimizing Models and Compute Budget
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Deep Learning Tuning Playbook will be incredibly useful to scientists and engineers who are looking to get the most of the models, dataset, and their compute budget. https://
github.com/google-researc
h/tuning_playbook
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Deep Learning Tuning Playbook: Tips and Tricks for Neural Networks
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Deep Learning Tuning Playbook There are substantial number of tricks involved in training large neural networks & there are not so many resources for learning those tricks. This playbook covers tips & tricks for maximizing the performance of DL models. https://
github.com/google-researc
h/tuning_playbook
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Making Open Source Projects Instantly Understandable to Developers
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“Get developers to understand the open-source project in 30 seconds or they will just run away.” – @FrancescoCiull4
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DataRobot Notebooks: Managed Cloud Solution for Data Scientists
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Data scientists need a fully-managed, secure, and cloud-first notebook solution that improves productivity and collaboration. DataRobot Notebooks enable collaboration across code-first workflows with one-click access to embedded notebooks. Learn more: https://
bit.ly/3X3RYHJ