Benchmarking Question/Answering Over CSV Data Deep dive on improving an application that does question answering over CSV data: 3000 word blog post
30min video
Open sourced eval data
Open sourced code for gathering feedback
Open sourced final agent code
OPEN SOURCE
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Benchmarking Question Answering Over CSV Data
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Apps Embracing Open Source Models for Better Integration
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Love to see more apps adding support for open source models!
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Open Source Sustainability: Industry Challenges and Collateral Damage
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I understand. It stinks. There's collateral damage and it sounds like you're part of that. It's not quite the same thing but it's all part of the larger open source sustainability question. As an industry we don't have great answers for it (at the corporate or individual level)
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OSS License Change: Strategic Cloud Implications Over Monetization
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What do you think would be the end result if they kept the OSS license? Play it out. They didn't make the change as a money grab (ppl like SOG would say there's more money in staying OSS). So easy to point fingers and much harder to look at *why* they did it. Hint: clouds
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Cloud Vendors Revenue Capture Problem in Open Source Projects
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You didn't read the post, did you? Hands up if you think it's Really Great™ for cloud vendors to siphon off all revenue from a project such that there's none left to actually develop the product? "But K8s!" is not a useful response, bc it's the exception, not the rule.
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Tri Dao, Flash Attention creator, joins Hugging Face
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Tri Dao (
@tri_dao
) first author of the Flash Attention (and its recent v2) is on @huggingface Welcome! -
Llama 2 Demonstrates Surprising Tool Use Emergence
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Tell Llama 2 about the tools it can use. It has surprising “tool use emergence.”
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Llama 2 Model Sizes: Performance Trade-offs and Use Cases
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As Llama 2 weight increases it gets slower and wiser. Much like Llamas in the real world. – 7b for summarizing or categorizing
– 13b for creative output
– 70b for anything involving nuance -
Guide to Mastering Llama 2 Prompting Techniques
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Want to become a better Llama whisperer? We wrote a guide covering the art and science of prompting Llama 2. https://
replicate.com/blog/how-to-pr
ompt-llama
… Here's the TLDR -
arXiv Team Would Welcome More Papers with Code Integrations
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Saying this as former arXiv moderator, I think the team would be happy about further integrations similar to Papers with Code