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Domain: www.levs.fyi Added: 2025-11-15 Status: βœ“ Success
www.levs.fyi
2 Years of ML vs. 1 Month of Prompting November 7, 2025 Recalls at major automakers cost hundreds of millions of dollars a year. It’s a huge issue. To mitigate it, our company created an analytics dep...
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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. Here’s a rev...
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Claude Opus 4.5, and why evaluating new LLMs is increasingly difficult
https://simonwillison.net/2025/Nov/24/claude-opus/#atom-entries
Claude Opus 4.5, and why evaluating new LLMs is increasingly difficult 24th November 2025 Anthropic released Claude Opus 4.5 this morning, which they ...
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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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GPT-5: Key characteristics, pricing and system card
https://simonwillison.net/2025/Aug/7/gpt-5/
GPT-5: Key characteristics, pricing and model card 7th August 2025 I’ve had preview access to the new GPT-5 model family for the past two weeks (see r...
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Use your own customized open-source Large Language Model
https://pub.towardsai.net/use-your-own-customized-open-source-large-language-model-81d0999ef59b?source=rss----98111c9905da---4
Use your own customized open-source Large Language Model You’ve built it. Now unleash it. You already fine-tuned a model (great!). Now it’s time to us...
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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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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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Evaluating LLMs for my personal use case
https://darkcoding.net/software/personal-ai-evals-aug-2025/
Evaluating LLMs for my personal use case Summary It’s great that AI can win maths Olympiads, but that’s not what I’m doing. I mostly ask basic Rust, P...
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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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Understanding LLM Inference Engines: Inside Nano-vLLM (Part 1) - Neutree Blog
https://neutree.ai/blog/nano-vllm-part-1
Understanding LLM Inference Engines: Inside Nano-vLLM (Part 1) Architecture, Scheduling, and the Path from Prompt to Token When deploying large langua...
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