These updates include discussions of attacking superposition with dictionary learning; Defining model features as the simplest factorization; An interesting “two circle” phenomenon in memorization, and several more results from our team. https://
transformer-circuits.pub/2023/may-updat
e/index.html
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CODE
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Transformer Circuits Updates: Dictionary Learning and Model Features
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Replit Launches New Code Complete Model for Ghostwriter
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Why not try out our new code complete model? It's powering Ghostwriter right now, boasting a 40% better performance than the best open-source models. https://t.co/OOn2zSYQAj pic.twitter.com/GV7Uhcjrut
— Replit ⠕ (@Replit) 24 mai 2023Why not try out our new code complete model? It's powering Ghostwriter right now, boasting a 40% better performance than the best open-source models. https://
replit.com/site/ghostwrit
er
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Privacy-First AI Search with LangChain and Elasticsearch
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Privacy-first AI search Data privacy is paramount when deploying applications in an enterprise setting Excited to share a blog post from David Erickson at @elastic showing how to achieve a privacy-first AI search with @langchain and Elastic https://
elastic.co/blog/privacy-f
irst-ai-search-langchain-elasticsearch
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LangChain Replicate Integration Simplifies Open Source Model Deployment
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Note that this is not the only option to easily use open source models off the shelf For example we also have a Replicate integration: https://
python.langchain.com/en/latest/modu
les/models/llms/integrations/replicate.html
… In general I'm really excited to see more options like this – makes it much easier to experiment with these OSS models! -
MosaicML Models Integration with LangChain Platform
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First, you do need to sign up for an account. You can do that here: https://
forms.mosaicml.com/demo?utm_sourc
e=langchain
… They have two types of models, both of which are integrated with LangChain: Text Generation Models: https://
python.langchain.com/en/latest/modu
les/models/llms/integrations/mosaicml.html
… Text Embedding Models: https://
python.langchain.com/en/latest/modu
les/models/text_embedding/examples/mosaicml.html
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MosaicML Inference API Integration with LangChain Open Source
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Want to be able to easily access open source models behind an API? @MosaicML has got you covered Excited to announce an integration of their inference API with @langchain
, making it easy to experiment with MPT-7B, Dolly, and embedding models Quick -
Efficient Training, Tuning, and Serving of AI Models
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Training, tuning, and serving #AI models efficiently
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C++ Software Engineers Wanted Now Hiring
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HEY C++ SOFTWARE ENGINEERS! We're hiring. Check out this link to learn more and apply now http://
spr.ly/6013OiU07 #Engineering #NowHiring #SoftwareEngineer -
Layers to Remove vs Ones to Add Trade-off
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Fair enough. If only say you can run out of layers to remove before you run out of one’s you can add. 🙂
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Bayesian Marketing Mix Modeling with PyMC Marketing
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Convenient Bayesian Marketing Mix Modeling with PyMC Marketing https://
bit.ly/3Wmzy5w #AI #MachineLearning #DeepLearning #LLMs #DataScience