In PDEbench initial conditions are explicitly provided which is great for reproducibility @Mniepert but PDEarena has a scalar for forcing and doesn’t specify how initial conditions are generated. Opaque. @jo_brandstetter @rejuvyesh Good to fix this @eigensteve @ShuiwangJi
CODE
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Replit Google Partnership Discussion with Industry Leaders
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@DynamicWebPaige @Pirroh @CeciliaZin will discuss Replit Google, including how the partnership started and what the future holds.
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AI Tools Transform Developer Experience: Ghostwriter and Bard
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Learn more about how tools like Replit’s Ghostwriter and Bard, an AI experiment by Google, are revolutionizing the developer experience at our next AI livestream. https://t.co/BBljsll0gj
— Replit ⠕ (@Replit) 19 juillet 2023Learn more about how tools like Replit’s Ghostwriter and Bard, an AI experiment by Google, are revolutionizing the developer experience at our next AI livestream.
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LangChain Latest Release Support Announcement
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Excited to support this in the newest langchain release!
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Fine-tuning Llama 2: Automating Data Labeling and Curation
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4/ Finally, how do you actually fine-tune Llama 2 for your specific data & objectives? That’s where the data labeling, curation, and development is the hard part. We’re turning this painful manual process into a rapid, iterative, programmatic one like software development.
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Open Source LLM Tools: Text Generation Inference and Chat UI
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Powered by: Text-generation-inference, production-ready tool for LLM serving – https://
github.com/huggingface/te
xt-generation-inference
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Chat UI, open source LLM UI, – https://
github.com/huggingface/ch
at-ui
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Llama 2 Models – https://
huggingface.co/meta-llama -

Modern Columnar Data Format for ML and LLMs in Rust
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Modern columnar data format for ML and LLMs implemented in Rust. Convert from parquet in 2 lines of code for 100x faster random access, vector index, and data versioning. https://
bit.ly/3NwSGek #AI #MachineLearning #DeepLearning #LLMs #DataScience -
Copilot Marketing Misrepresentation Insights Coding Assistants
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Some thoughtful insight from @rstephensme on the (mis)marketing of coding assistants like Copilot https://
x.com/rstephensme/st
/rstephensme/status/1681697224152207360
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Open source real-time Drupal editor for collaborative content workflows
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Want to edit #Drupal nodes with your colleagues in real time? We're building an #opensource editor that will streamline content workflows and peer-to-peer collaboration!
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Stability AI Launches New Developer Platform
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Check out our new developer platform, at http://
platform.stability.ai! Our user-friendly platform offers easy experimentation, simplified API key management, and smooth navigation. Elevate your development process with us. #stabilityai #ai #developers #api #innovation