Okay so yeah they do a variety of things and their experiments seem to make sense. I'd like to try plugging our embedding strategy into their thing. The subword features are pretty helpful imo.
CODE
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Timeline of Major Programming Languages Creation from 1957 to 2014
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When #programming languages were created: 1957: Fortran
1958: LISP
1959: COBOL
1964: BASIC
1972: C
1978: SQL
1980: C++
1991: Python
1993: R
1995: PHP, Java & JS
2001: C#
2009: Go
2014: Swift
______ #csforall #cs #AI #IoT #data (via @MIT_CSAIL
) #MWC23 #csed #edtech -
GPT-3 Auditor: LLM-Based Code Vulnerability Scanner
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GPT-3 Auditor—scanning for code vulnerabilities using LLMshttps://t.co/PrR9lL9wpR
— Alexandr Wang (@alexandr_wang) 30 janvier 2023GPT-3 Auditor—scanning for code vulnerabilities using LLMs
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Pierre Bhat: Prolific AI Developer Resolving GitHub Issues
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Pierre Bhat, a prolific AI coder who roams GitHub resolving issues with PRs, starting with karpathy's nanoGPT
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Browser Controller Generating Selenium Code via AI
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Browser controller that generates Selenium—similar to @natfriedman's natbot or @AdeptAILabs https://t.co/WCmuFKB55f
— Alexandr Wang (@alexandr_wang) 30 janvier 2023Browser controller that generates Selenium—similar to @natfriedman
's natbot or @AdeptAILabs -
Research sandbox for measuring functional correctness of generated code
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In research contexts, inside a sandbox, to measure functional correctness of generated code e.g. in the original Codex paper: https://
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DevOps observability best practices for cloud infrastructure
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#Cloud #SRE
Best practices for devops observability https://
infoworld.com/article/368605
6/best-practices-for-devops-observability.html
… via @infoworld -
Overclocking USB: Technical Optimization Methods Explored
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One can overclock USB. https://
github.com/LordOfMice/hid
usbf
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Warning: Don’t run eval() on LLM-generated code without sandbox
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PSA: Don’t run eval() on LLM-generated code outside of a sandbox VM, especially if you’re generating code with untrusted user input in the prompt.
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Hugging Face Webhooks Enable Automated Hub Event Reactions
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The brand new webhooks on the Hugging Face hub are super exciting. You can now automatically react to what’s happening on the hub (new model, updated dataset, pull request, discussion, etc) from any other website, app or –my favorite– directly from a Hugging Face space on the hub https://t.co/0AB0SJm3Oc
— Thomas Wolf (@Thom_Wolf) 29 janvier 2023The brand new webhooks on the Hugging Face hub are super exciting. You can now automatically react to what’s happening on the hub (new model, updated dataset, pull request, discussion, etc) from any other website, app or –my favorite– directly from a Hugging Face space on the hub