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Domain: towardsdatascience.com Added: 2025-08-13 Status: โœ“ Success
towardsdatascience.com
Topic modeling remains a critical tool in the AI and NLP toolbox. While large language models (LLMs) handle text exceptionally well, extracting high-level topics from massive datasets still requires d...
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Writing an LLM from scratch, part 22 -- finally training our LLM!
https://www.gilesthomas.com/2025/10/llm-from-scratch-22-finally-training-our-llm
Writing an LLM from scratch, part 22 -- finally training our LLM! This post wraps up my notes on chapter 5 of Sebastian Raschka's book "Build a Large ...
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word2vec-style vector arithmetic on docs embeddingsยง
https://technicalwriting.dev/embeddings/arithmetic/index.html
word2vec-style vector arithmetic on docs embeddingsยง 2025 October 29 word2vec popularized the idea of representing words as vectors where semantically...
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Extract-0: A specialized language model for document information extraction
https://news.ycombinator.com/item?id=45427634
> the generation of 281,128 augmented examples, from which 1,000 were held out as a benchmark test set. This model is trained on a custom dataset of 2...
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Error extracting title
https://www.pinecone.io/learn/series/image-search/clip/?_hsenc=p2ANqtz-_MZUbziNKCoB2HdM3hBzmaHEesRF9TFZ-S2FkjdJPtOZ2z4GVwso8C-LuBAx8f1Ac7N3G2rnc19e3xHqfVE4zty3DNoQ&_hsmi=251366668&utm_content=251366668&utm_medium=email&utm_source=hs_automation
Multi-modal ML with OpenAI's CLIP Language models (LMs) can not rely on language alone. That is the idea behind the โ€œExperience Grounds Languageโ€ pape...
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How big are our embeddings now and why?
https://vickiboykis.com/2025/09/01/how-big-are-our-embeddings-now-and-why/
How big are our embeddings now and why? #embeddings #openai #anthropic #huggingface #dimensionality A few years ago, I wrote a paper on embeddings. At...
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2 Years of ML vs. 1 Month of Prompting
https://www.levs.fyi/blog/2-years-of-ml-vs-1-month-of-prompting/
2 Years of ML vs. 1 Month of Prompting November 7, 2025 Recalls at major automakers cost hundreds of millions of dollars a year. Itโ€™s a huge issue. To...
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Fine-tune your own Llama 2 to replace GPT-3.5/4
https://news.ycombinator.com/item?id=37484135
There has been a lot of interest on HN in fine-tuning open-source LLMs recently (eg. Anyscale's post at https://news.ycombinator.com/item?id=37090632)...
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Error extracting title
https://simonwillison.net/2024/Dec/31/llms-in-2024/
Things we learned about LLMs in 2024 31st December 2024 A lot has happened in the world of Large Language Models over the course of 2024. Hereโ€™s a rev...
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Agentic AI: On Evaluations
https://towardsdatascience.com/agentic-ai-evaluation-playbook/
Itโ€™s not the most exciting topic, but more and more companies are paying attention. So itโ€™s worth digging into which metrics to track to actually meas...
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Systematic LLM Prompt Engineering Using DSPy Optimization
https://towardsdatascience.com/systematic-llm-prompt-engineering-using-dspy-optimization/
The field of applied AI, which typically involves building pipelines that connect data to Large Language Models (LLMs) in a way that generates busines...
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