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jawerty
searching PlanetScale…
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91.
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by
jawerty
3y ago
One of my streams I essentially build this from scratch https://www.youtube.com/watch?v=kBB1A2ot-Bw&t=236s . A retriever reader model, let me know if you want the code I think I like the colab in the comments but let me
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jawerty
3y ago
Of course I have a few where I web scrape and build a dataset for myself with prefix tokens. I can break that down more on a specific stream about it.
93.
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jawerty
3y ago
+1 this
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jawerty
3y ago
I have an RAG video (my "make a ChatGPT with podcasts" video) you might be interested in. Semantic search is increddible and you might be surprised how good a Q/A solution is by just extracting passages that answer the questi
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jawerty
3y ago
Just to add to this, I run through a lot of these topics around fine-tuning Llama 2 on your own dataset (for me it's my own code :P) in a coding live stream a couple weeks ago. All on Colab single GPU Fine-tuning Llama stream: https:&
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Show HN: Building a CancelBot
(youtube.com)
3 points
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jawerty
3y ago
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0 comments
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Building a ChatGPT-Like App from Scratch with React and Llama 2 [video]
(youtube.com)
2 points
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jawerty
3y ago
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1 comments
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jawerty
3y ago
Hey HN, I've been live coding some projects this past month and here's the recent one. I'm making a ChatGPT-like React frontend for Llama 2 (deployed on the huggingface inference endpoint API) Also wanted to show how to set u
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jawerty
3y ago
This is very cool. I do a lot of puppeteer scraping and this library would help with a lot of the more complicated DOMs to work with. I have a live coding stream I did the other day scraping Facebook for comments https://www.yout
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jawerty
3y ago
Yea learning how to use the core API directly should be the focus for any engineer. Lots of frameworks built on top of LLMs are being made very quickly each with their own philosophy. It's a good time to stay with the fundamentals as m
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jawerty
3y ago
Thanks I appreciate it, many more to come
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jawerty
3y ago
If you’re someone who wants to fine-tune Llama 2 on Google Colab, I have a couple live coding streams I did this past week where I fine tune Llama on my own dataset Here’s the stream - https://www.youtube.com/live/Lityb
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jawerty
3y ago
Hey it's me yes, this project covers some of what i go through here. I believe this was a selenium driver implementation. Uses tf-idf for topic modeling (in an unoptimized way I actually have a better implementation locally, and gonna
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Scraping Hacker News like a leet 10x haxor
(youtube.com)
11 points
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jawerty
3y ago
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2 comments
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Fine-tuning Llama 2 with QLoRa (late night coding) [video]
(youtube.com)
3 points
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jawerty
3y ago
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0 comments
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Coding a Q/A Model for Podcasts (late night coding) [video]
(youtube.com)
2 points
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jawerty
3y ago
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0 comments
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Show HN: Fine-tuning Llama 2 to build a Tiny Webdev LLM
(github.com)
2 points
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jawerty
3y ago
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0 comments
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Show HN: Building a Tiny Web Dev LLM with Llama 2
2 points
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jawerty
3y ago
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0 comments
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Building My Own YouTube Algorithm from Scratch
4 points
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jawerty
3y ago
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Hunting Down Facebook's Top Boomers [video]
(youtube.com)
1 points
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jawerty
3y ago
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0 comments
111.
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jawerty
3y ago
For anyone curious to see how to build one of these vector database chat models in action I built one from (semi scratch) in a colab environment and inference with llama 2 on my live stream last week https://www.youtube.com/
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jawerty
3y ago
I've been mentoring many new engineers and students this past year and there's a lot of people in your position. Overall, the biggest setbacks are network and a lack of focus in the niche. Frontend developer at a professional leve
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Why Software Engineers Need Fundamentals
(youtube.com)
2 points
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jawerty
3y ago
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0 comments
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Violating Facebook's TOS (late night coding) [video]
(youtube.com)
2 points
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jawerty
3y ago
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0 comments
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jawerty
3y ago
I have a solid stream about scraping Twitter I did yesterday you should check it out https://www.youtube.com/watch?v=-Hfx9tCeShA&t=5516s
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Building an AI to Query Lex Fridman’s George Hotz Podcast
(youtube.com)
1 points
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jawerty
3y ago
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0 comments
117.
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jawerty
3y ago
Link to the live stream for anyone interested https://www.youtube.com/live/-Hfx9tCeShA?feature=share Also feel free to message me for any questions on how to web scrape and learn browser automation in general and how t
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Hunting Down Twitter Sh’tposters with Node.js/Puppeteer
1 points
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jawerty
3y ago
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1 comments
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jawerty
3y ago
The 7b parameter one so not one of the larger ones
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jawerty
3y ago
Some you may have seen this but I have a Llama 2 finetuning live coding stream from 2 days ago where I walk through some fundamentals (like RLHF and Lora) and how to fine-tune LLama 2 using PEFT/Lora on a Google Colab A100 GPU. In the
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