Row 4154

Row ID: 4154 | Dataset Entry | Axioma AXP Content Repository

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This page contains data entry 4154 from the Axioma AXP content repository. The structured data below represents the complete record for this entry.

Hey folks, I'm a PhD Candidate in Applied Optimization and Software Engineer, working mostly in Python and C++ on novel optimization algorithms. I use cg 3.5 for free as my "pair programmer" but find it so inaccurate and generally bad, and am also tired of going back and forth to the browser (I'm a huge terminal / vim guy). I can solve the workflow issue with Github Copilot (decently nice experience in the nevoid plugin) but I still want to understand where I can find a product that allows me to add my curated additional domain knowledge to the model's training.

I have a feeling (in my complete ignorance about this space) that I can get a lot more value from the AI pair programmer than I currently am - I'm thinking this would come with (a) a domain specific chatbot that I can train (or further train after original training, sorry if I don't know the technical term for this, please correct / enlighten me) on my "personal library" of domain specific concepts (for me, math textbooks, math papers, coding documentation for specific languages and technologies, etc.) Some questions for the more expert LLM devs:

(1) Please shit on anything I've said that makes 0 sense. (2) Whats the most "from scratch" version of what I'm describing that even makes sense? How much of the training can be done / controlled by someone with the computational resources of a normal person (good laptop or desktop, servers on a budget)? (3) Are there similar projects already ongoing, that would suit me (I would also contribute) and could be good options in the long run? (4) Much more specific to my domain - can you train LLMs on math (like feeding it textbooks and papers of LaTeX source)? Can they even "understand math" (again, sorry if there is a more technical term for this in the AI community)? Would also be interested in contributing if there is work being done on this piece specifically in the open-source community.

Thats all - thanks for any responses in advance!

FieldValue
text Hey folks, I'm a PhD Candidate in Applied Optimization and Software Engineer, working mostly in Python and C++ on novel optimization algorithms. I use cg 3.5 for free as my "pair programmer" but find it so inaccurate and generally bad, and am also tired of going back and forth to the browser (I'm a huge terminal / vim guy). I can solve the workflow issue with Github Copilot (decently nice experience in the nevoid plugin) but I still want to understand where I can find a product that allows me to…
label r/opensourceai
dataType post
communityName r/OpenSourceAI
datetime 2024-04-03
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Raw Record

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  "text": "Hey folks, I'm a PhD Candidate in Applied Optimization and Software Engineer, working mostly in Python and C++ on novel optimization algorithms. I use cg 3.5 for free as my \"pair programmer\" but find it so inaccurate and generally bad, and am also tired of going back and forth to the browser (I'm a huge terminal / vim guy). I can solve the workflow issue with Github Copilot (decently nice experience in the nevoid plugin) but I still want to understand where I can find a product that allows me to add my curated additional domain knowledge to the model's training.\n\n  \nI have a feeling (in my complete ignorance about this space) that I can get a lot more value from the AI pair programmer than I currently am - I'm thinking this would come with (a) a domain specific chatbot that I can train (or further train after original training, sorry if I don't know the technical term for this, please correct / enlighten me) on my \"personal library\" of domain specific concepts (for me, math textbooks, math papers, coding documentation for specific languages and technologies, etc.)  \nSome questions for the more expert LLM devs:\n\n  \n(1) Please shit on anything I've said that makes 0 sense.  \n(2) Whats the most \"from scratch\" version of what I'm describing that even makes sense? How much of the training can be done / controlled by someone with the computational resources of a normal person (good laptop or desktop, servers on a budget)?  \n(3) Are there similar projects already ongoing, that would suit me (I would also contribute) and could be good options in the long run?  \n(4) Much more specific to my domain - can you train LLMs on math (like feeding it textbooks and papers of LaTeX source)? Can they even \"understand math\" (again, sorry if there is a more technical term for this in the AI community)? Would also be interested in contributing if there is work being done on this piece specifically in the open-source community.\n\n  \nThats all - thanks for any responses in advance!",
  "label": "r/opensourceai",
  "dataType": "post",
  "communityName": "r/OpenSourceAI",
  "datetime": "2024-04-03",
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