We just released code for a similar agent that can observe and act through a Python terminal:
CODE
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Simplifying PyTorch by removing C++ dependencies
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What I am really hoping for is that it will help simplify code bases, though. Maybe we can get rid of the C++ parts of PyTorch this way to make development easier.
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PyTorch Python overhead and realistic performance gains discussion
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2/2
PyTorch's Python overhead is usually quoted to be at ~10% (compared to PyTorch's C++ API). I think for PyTorch users (or CUDA-dependent packages), the speed advantage is probably more going to be in the single digit range, not 35,000x.
Still super exciting though! -
Python Superset Language Promise Tempered by GPU Support Concerns
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I think it is awesome! Especially the fact that it's going to be a superset of Python is really highly appreciated. But when it comes to AI workflows, I think we'll still have to see what the speed advantage is since they currently don't support GPUs and CUDA afaik.
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Code LLaMA Now Available on Perplexity Chat
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Code LLaMA is now on Perplexity’s LLaMa Chat!
— Perplexity (@perplexity_ai) 24 août 2023
Try asking it to write a function for you, or explain a code snippet: 🔗 https://t.co/gyiDw6u6IJ
This is the fastest way to try @MetaAI’s latest code-specialized LLM. With our model deployment expertise, we are able to provide you… pic.twitter.com/hX90QulMz4Code LLaMA is now on Perplexity’s LLaMa Chat! Try asking it to write a function for you, or explain a code snippet: https://
labs.pplx.ai/code-llama This is the fastest way to try @MetaAI
’s latest code-specialized LLM. With our model deployment expertise, we are able to provide you -
Checkpoint Support Development in Progress for Lit-GPT
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Checkpoint support is in the works: https://
github.com/Lightning-AI/l
it-gpt/issues/464
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Querying Excel Spreadsheets: Advanced Data Extraction Techniques
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I really enjoyed this post. Great in depth post on querying data from excel spreadsheets, an underexplored usecase
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Programming Mastery Through Iterative Code Learning and Real Impact
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Programming is so fun because you get to go from lack of understanding to mastery time and time again, at a rate determined by your speed of iteratively writing & running code, and with real-world impact when you succeed.
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CodeLlama-Python 34B finetuned on unnatural instructions
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It's CodeLlama-Python 34B finetuned on 15,000 unnatural instructions. What's an unnatural instruction? Would like to see a few examples 😛
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RAGAS Framework for RAG Systems Evaluation with LangSmith
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RAGAS is an awesome open-source framework for evaluating RAG systems We recently integrated LangSmith RAGAS for optimal ease of evaluation We're also doing a webinar on RAG evaluation with them in 5 minutes!!! Link to webinar and blog