Model selection is key for any ML Project which includes identify the model that generalizes well and provides the best performance. This library can save time and effort by training and evaluating all your ML models at once. Here is using LazyRegressor for Regression Problems:
OPEN SOURCE
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Lazy Predict: Train and Evaluate Multiple ML Models Instantly
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Train and Evaluate all your Machine Learning Models at once! Introducing Lazy Predict a Python Library that allows you to train, test and evaluate all your ML models at once with just a few lines of code.
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Llama3-405B: Open Source Models Cost Advantage
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I’m bullish on OSS models like Llama3-405B. 70B is just as good as Claude Sonnet, but already an order of magnitude cheaper. The cost equation goes down quite a bit if it’s not through a closed model provider. Reliability will need technical ingenuity.
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Devika Open Source AI Agent: Early Assessment and Progress
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Been experimenting with Devika, the open source effort to build an AI agent like Devin. It is a very interesting start, but not close to Devin, yet. It struggles with executing on plans (the most critical feature for an AI agent). But I suspect that it will improve over time.
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Meet João Moura Creator of CrewAI Framework
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Super excited to meet @joaomdmoura
, the creator of awesome @crewAIInc
! Looking forward to amazing applications of CrewAI -
Running Small Language Models Locally for RAG and Tool Use
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I'm really excited about the growing potential to run small models on my own laptop (like Llama 3 8B or Phi-3) that don't "know" much but are capable of tool usage and summarization – then I can use them for things like local RAG as well
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Open Source LLM CLI Tool Reaches 30 Plugins Milestone
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My open source LLM CLI tool just reached 30 plugins! https://
llm.datasette.io/en/stable/plug
ins/directory.html
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Tracking upstream changes in open source library forks
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I use a similar trick for my asgi-gzip library, which I extracted from Starlette but need to keep track on changes they make to their implementation https://
simonwillison.net/2022/Apr/28/is
sue-on-changes/
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LLM Updates: Llama 3, Cohere, VoyageAI Embeddings Released
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6/ Enhancement More improvements on other nodes from the community! – UnstructuredIO update
– Llama 3, Cohere on AWS Bedrock
– VoyageAI Embedding
– Custom Dimension OpenAI Embedding
– Confluence PAT support
– many more.. Check out our release page – -
Flowise Enables Dynamic Model Selection via JSON Configuration
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2/ Models {JSON} You can now specify the model you want to use in a JSON file. Previously users have to wait till next release to use latest model. Now, it's automatically fetched from a specified path: https://
raw.githubusercontent.com/FlowiseAI/Flow
ise/main/packages/components/models.json
… Learn more at