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Small LLMs Can Beat Large Ones at 5-30x Lower Cost with Automated Data Curationwww.tensorzero.com/blog/fine-tuned-small-llms-can-beat-large-ones-at-5-30x-lower-cost-with-programmatic-data-curation/
274 sats \ 1 comment \ @carter 5 Aug AI
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Deep Dive into LLMs like ChatGPTwww.youtube.com/watch?v=7xTGNNLPyMI
98 sats \ 1 comment \ @kepford 6 May AI
How LLMs Work, Explained Without Mathblog.miguelgrinberg.com/post/how-llms-work-explained-without-math
117 sats \ 2 comments \ @398ja 8 May 2024 BooksAndArticles
Here’s how I use LLMs to help me write code -- Simon Willisonsimonwillison.net/2025/Mar/11/using-llms-for-code/
520 sats \ 0 comments \ @StillStackinAfterAllTheseYears 12 Mar tech
LLMs are cheapwww.snellman.net/blog/archive/2025-06-02-llms-are-cheap/
10 sats \ 0 comments \ @hn 9 Jun tech
LLM evaluation at scale with the NeurIPS Efficiency Challengeblog.mozilla.ai/exploring-llm-evaluation-at-scale-with-the-neurips-large-language-model-efficiency-challenge/
110 sats \ 0 comments \ @localhost 22 Feb 2024 tech
Things we learned about LLMs in 2024simonwillison.net/2024/Dec/31/llms-in-2024/
370 sats \ 0 comments \ @Rsync25 31 Dec 2024 tech
From Artificial Needles to Real Haystacks: Improving Capabilities in LLMsarxiv.org/abs/2406.19292
21 sats \ 0 comments \ @Rsync25 29 Jun 2024 alter_native
Building LLMs from the Ground Up: A 3-hour Coding Workshopmagazine.sebastianraschka.com/p/building-llms-from-the-ground-up
55 sats \ 0 comments \ @Rsync25 31 Aug 2024 tech
LLM-Deflate: Extracting LLMs Into Datasetswww.scalarlm.com/blog/llm-deflate-extracting-llms-into-datasets/
100 sats \ 1 comment \ @carter 29 Sep AI
Lessons learned from programming with LLMscrawshaw.io/blog/programming-with-llms
120 sats \ 1 comment \ @m0wer 5 Jul AI
Incentives and coordination to solve hard problems
2905 sats \ 21 comments \ @elvismercury 9 Mar 2024 mostly_harmless
LLaMA-Factory: Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)github.com/hiyouga/LLaMA-Factory
157 sats \ 0 comments \ @carter 19 Sep AI
What We Know About LLMs (A Primer)willthompson.name/what-we-know-about-llms-primer
163 sats \ 1 comment \ @hn 25 Jul 2023 tech
LiveBench - A Challenging, Contamination-Free LLM Benchmarklivebench.ai
161 sats \ 0 comments \ @supratic 17 Jul AI
MCP-Bench: Benchmarking Tool-Using LLM Agentsarxiv.org/abs/2508.20453
239 sats \ 0 comments \ @optimism 30 Aug AI
AgentFly: Fine-tuning LLM Agents without Fine-tuning LLMsarxiv.org/abs/2508.16153
152 sats \ 0 comments \ @optimism 25 Aug AI
LLMs Are the Ultimate Demowareblog.charliemeyer.co/llms-are-the-ultimate-demoware/
121 sats \ 0 comments \ @carter 1 Oct AI
Compute Where It Counts: High Quality Sparsely Activated LLMscrystalai.org/blog/2025-08-18-compute-where-it-counts
100 sats \ 0 comments \ @carter 21 Aug AI
Researchers discover impressive learning capabilities in long-context LLMsventurebeat.com/ai/deepmind-researchers-discover-impressive-learning-capabilities-in-long-context-llms/
297 sats \ 0 comments \ @ch0k1 25 Apr 2024 tech
Are LLMs able to notice the “gorilla in the data”?chiraaggohel.com/posts/llms-eda/
99 sats \ 1 comment \ @hn 8 Feb tech
Hardware Acceleration of LLMs: A comprehensive survey and comparisonarxiv.org/abs/2409.03384
21 sats \ 0 comments \ @hn 7 Sep 2024 tech