setup a @Gradio demo for it on @huggingface, demo made by o1-mini https://t.co/VGjF6H4D53 pic.twitter.com/QiGp2oJxFo
— AK (@_akhaliq) 15 septembre 2024
setup a @Gradio demo for it on @huggingface
, demo made by o1-mini
CODE
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Setting Up Gradio Demo on Hugging Face with o1-mini
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Making Database Implementation Easier and More Accessible
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good question. maybe databases should be easier to implement
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Caching compiled tasks for efficient background processing
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Would be more efficient than compiling at run time. But if it’s for background tasks, a mechanism to cache common compiles ones might be enough? I don’t know what I’m talking about btw
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Code Organization: Multiple Functions with Combined Top-Level Imports
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True, but having files with multiple functions but then combining imports at the top, with some code outside of functions…
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Code as Structured Database Data vs File Systems
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call me crazy but i think code should be stored as structure data in a database, not unstructured data in folders
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Simplify Google’s Entire Codebase Into One Trillion Tokens
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Please simplify the process by putting all of Google's code in 1 trillion tokens.
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Flash-Sigmoid: Hardware-Efficient Attention 17% Faster
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9). Theory, Analysis, and Best Practices for Sigmoid Self-Attention – proposes Flash-Sigmoid, a hardware-aware and memory-efficient implementation of sigmoid attention; it yields up to a 17% inference kernel speed-up over FlashAttention-2 on H100 GPUs; show that SigmoidAttn
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DataGemma: Fine-tuned Gemma 2 Models for Statistical Data
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4). DataGemma – includes a series of fine-tuned Gemma 2 models to help LLMs access and incorporate numerical and statistical data; proposes a new approach called Retrieval Interleaved Generation (RIG) which can reliably incorporate public statistical data from Data Commons into
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LLMs Learn to Reason with Reinforcement Learning Training
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1). Learning to Reason with LLMs – a new family of LLMs trained with reinforcement learning to reason before it responds to complex tasks; it produces a long internal chain of thought and exceeds in science, code, and math-related tasks…
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Best Books to Master Machine Learning as Professional
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The Best #Books to Master Machine Learning as a Professional! #BigData #Analytics #DataScience #IoT #IIoT #Python #RStats #TensorFlow #JavaScript #ReactJS #GoLang #CloudComputing #Serverless #DataScientist #Linux #Books #Programming #Coding #100DaysofCode https://
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