You can use this API to write layers, metrics, optimizers, etc. that work the same in any framework. One codebase, compatible with the entire ML ecosystem.
OPEN SOURCE
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NumPy optimization framework supporting multiple deep learning backends
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You can think of it as an optimized & extended NumPy that compiles to any of JAX, TF, PyTorch, or… NumPy itself.
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Keras 3 Introduces Low-Level API Supporting JAX TensorFlow PyTorch
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Keras 3 features a low-level `keras.ops` API with 201 functions that work in JAX, TensorFlow, and PyTorch with the exact same semantics and numerics. This includes 137 NumPy ops. It's not "numpy-like", it's literally the NumPy API (plus a bunch of NN ops).
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Build and Scale LLM Applications 20x Cheaper Than GPT-4
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You can build and scale LLM applications within minutes using our platform. It's 20x cheaper than GPT-4! • Set up and scale RAG applications
• Pick any open-source LLM to power your RAG apps
• Customize chunking, embedding, and retrieval strategies https://
abacus.ai/ragapi -
Flowise 1.4.3 Patch Release: Updates and Improvements
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Patch note https://
github.com/FlowiseAI/Flow
ise/releases/tag/flowise1.4.3
… Thanks to all contributors -
Flowise v1.4.3 Release: New APIs, Claude 2.1 and MongoDB Support
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Friday release time
Flowise v1.4.3 freshly baked with: Upsert API Moderation Claude 2.1 support Langfuse User Tracing Vectara QA Chain MongoDB Atlas Chatflow UI/UX -
FourCastNet AI Weather Model Offers Improved Long-term Stability
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It's great to see more interest in running AI-based weather models. @WorldClimateSvc I encourage you to try our FourCastNet model, also running on @ECMWF https://t.co/O2IPWOUvbY which has much better longer-term stability due to its spherical geometry.
— Prof. Anima Anandkumar (@AnimaAnandkumar) 24 novembre 2023
I also agree with the use… https://t.co/rVSdGh3hbJIt's great to see more interest in running AI-based weather models. @WorldClimateSvc I encourage you to try our FourCastNet model, also running on @ECMWF https://
github.com/ecmwf-lab/ai-m
odels-fourcastnetv2
… which has much better longer-term stability due to its spherical geometry. I also agree with the use -
Foundation Models Regulation Debate: Open Source vs Big Tech
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Max, how many times do we have to repeat that the main disagreement is about *foundation models* particularly *open source* ones. The ones who do want broad regulations are Google, OpenAI, Anthropic, and a few EA-funded doomer institutes like your FLI. The ones who don't want
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Python UDTFs in Apache Spark 3.5 and Databricks Runtime
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#ApacheSpark 3.5 and Databricks Runtime 14.0 have brought an exciting feature to the table: Python UDTFs This new feature can generate multiple rows and columns, while leveraging the rich Python ecosystem. Learn how it works
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Distil-Whisper: Open-Source State-of-the-Art Speech Recognition Model
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Distil-Whisper is a speech recognition model with state-of-the-art results for transcribing any kind of audio. Plus, it is completely open-source and you can use it right now to try it on their huggingface space.