They work on it, no comparison for the top of class IDEs tho. Team simply too small?
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Attention Mechanism Importance in AI Development
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Attention is all you need (to the y axis in this case)
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Software Engineering Agents Expertise Integration Presentation Broadcast
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.@kexun_zhang presented Integrating Expertise of Software Engineering Agents live today
— AK (@_akhaliq) 15 août 2024
see the broadcast here: https://t.co/lPSJrbRBMF.
@kexun_zhang presented Integrating Expertise of Software Engineering Agents live today see the broadcast here: -
InfinityMATH: Scalable Dataset for Mathematical Reasoning
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InfinityMATH A Scalable Instruction Tuning Dataset in Programmatic Mathematical Reasoning discussion: https://
huggingface.co/papers/2408.07
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… Recent advancements in Chain-of-Thoughts (CoT) and Program-of-Thoughts (PoT) methods have greatly enhanced language models' mathematical reasoning -
GitHub experiences major outage affecting developers worldwide
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Ouch now the whole of Github is down.
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GitHub Pages experiencing outage across multiple repositories
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It seems @github pages is down. Confirmed on two unrelated repos. Not shown on @githubstatus yet.
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Distillation Unlocks New Applications for Model Optimization
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Okay, distillation is broken. Nvidia's width pruning + distillation shows just how effective distillation is for healing networks. This is unlocking a ton of applications: better quantization, model merging, abliteration, etc. We might finally see some real model editing.
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Caltech AI Researcher Celebrates Birthday with Neural Operator Library Discussion
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Thank you for all the birthday wishes! I had a fabulous birthday with my @Caltech group, with a surprise cake, and discussed how we can make our Neural Operator library even more accessible and capable.
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Salesforce releases DEI AI software engineering agents with 55% resolve rate
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Salesforce releases DEI, an open AI software engineering agents org with a 55% resolve rate on SWE-Bench Lite Discussion:
https://
huggingface.co/papers/2408.07
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… We propose DEI (Diversity Empowered Intelligence), a framework that leverages SWE agents' unique expertise. DEI functions as a -
PrefixLM Architecture and Objective: Non-Causal Training Explained
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My take: There's a prefixlm architecture and a prefixlm objective. – prefixlm arch is just a non casual decoder. – prefixlm objective is a standard causal lm training but with a non casual mask before a random split point (to form inputs/targets) during pretaining. The reason