AI Integration in Recruitment and Education
Langchain and Mendable.ai integration for building with Langchain; Kapa Langchain bot for asking doubts on Discord; Paradox.ai for recruiters; Skillate and Leoforce for automated resume screening; issues with bias and possible unethical use of AI solutions in recruitment; use of GPT during interviews; AI-generated music; discussion on GPT-4 and its performance on JEE questions; fine-tuning vs. prompt engineering davinci; use of LLMs for math problem solving and chain-of-reason prompting; LOL dataset for low light pictures; Huggingface’s PEFT wrapper for multiple fine-tuning methods; founder’s R&D work for Bewgle; LLM components for memory weighing in Langchain; publishing research papers on generative AI; controllability issues with LLMs and use of guardrails for structured outputs.
Links
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- langchain discord has a “ask-kapa-langchain” channel for asking doubts, with a useful bot based on the langchain docs and codebase, and integrated with https://www.mendable.ai/. The bot allows to ask queries on discord chat and generates the answer in a thread. (URL not provided)
- The Kapa Langchain bot is Discord-based and generates answers in a thread. The message also asks if the website https://www.paradox.ai/solutions/recruiters has automated screening of resumes.
- Does this also have automated screening of resumes? (related to the links)
- https://www.skillate.com/ and https://leoforce.com/ - The message mentions planning on building an automated screening in the company.
- https://gooey.ai/text2audio/ - The message mentions an amazing lecture on the question of whether GPT4 is really AGI and recommends watching it.
- https://twitter.com/psurya1994/status/1647628166792372224?s=20 - A thread summarizing an amazing lecture on whether GPT4 is really AGI, with a link to the original paper.
- https://arxiv.org/abs/2303.15647: A review of fine tuning techniques discussed in the BLR Generative April meetup.
- https://bit.ly/lsip-dataverse-ep4: Link to sign up for a chat with Benn Stancil, co-founder of Mode, to discuss generative AI and its impact on the BI layer.
- https://bit.ly/lsip-dataverse-ep4: Link to sign up for a chat with Benn Stancil, co-founder of Mode, to discuss BI and generative AI disruption.
- https://replit.com/bounties/@JosephJacks/llm-ify-any-app: The message mentions a collaboration idea related to the given URL, which is about a tool that can “llm-ify” any app but currently cannot do math calculations. The author speculates that it may have performed well in reasoning questions.
- The given URL is “https://chat.whatsapp.com/GuJCOKL4nVHH3szN1d8TRV" and it already exists. The message accompanying the link is a thank you message.
- https://huggingface.co/docs/transformers/main/model_doc/matcha, https://huggingface.co/docs/transformers/main/model_doc/deplot, and Google’s Pix2Struct are models that can answer questions based on diagrams, as mentioned in a message about trying to understand physics waves and IE Irodov questions.
- https://huggingface.co/docs/transformers/main/model_doc/matcha, https://huggingface.co/docs/transformers/main/model_doc/deplot, and Google’s Pix2Struct are models that can answer questions based on diagrams, as mentioned in a message about trying to understand physics waves and IE Irodov questions.
- The message “who’s picking all these names 😂” is related to the URL https://www.together.xyz/blog/redpajama, which is being DM’d.
- Huggingface built a wrapper around multiple finetuning methods, called it PEFT: https://github.com/huggingface/peft for my startup Bewgle.
- https://twitter.com/NathanLands/status/1647864974323204096: A tweet about a founder who is willing to do R&D, with a message about benchmarking open source LLMs against GPT4 and recommending Dolly 2 as the only commercially available option.