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Improving LLM information retrieval: ETL to ECL (Extract-Contextualize-Load)
medium.com/enterprise-rag/improving-llm-information-retrieval-etl-to-ecl-extract-contextualize-load-12a4ac259faa
76 sats
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0 comments
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@BitcoinIsTheFuture
18 Mar 2024
econ
related
Context Rot: How Increasing Input Tokens Impacts LLM Performance
research.trychroma.com/context-rot
304 sats
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2 comments
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@Scoresby
14 Jul
AI
Researchers discover impressive learning capabilities in long-context LLMs
venturebeat.com/ai/deepmind-researchers-discover-impressive-learning-capabilities-in-long-context-llms/
297 sats
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0 comments
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@ch0k1
25 Apr 2024
tech
Deep Dive into LLMs like ChatGPT
www.youtube.com/watch?v=7xTGNNLPyMI
98 sats
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1 comment
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@kepford
6 May
AI
How to turn any LLM into an embedding model
bdtechtalks.com/2024/04/22/llm2vec/
10 sats
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0 comments
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@ch0k1
23 Apr 2024
tech
Improving Recommendation Systems & Search in the Age of LLMs
eugeneyan.com/writing/recsys-llm/
10 sats
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0 comments
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@hn
23 Mar
tech
What We Know About LLMs (A Primer)
willthompson.name/what-we-know-about-llms-primer
163 sats
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1 comment
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@hn
25 Jul 2023
tech
Coping with dumb LLMs using classic ML
softwaredoug.com/blog/2025/01/21/llm-judge-decision-tree
31 sats
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0 comments
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@hn
24 Jan
tech
LLM evaluation at scale with the NeurIPS Efficiency Challenge
blog.mozilla.ai/exploring-llm-evaluation-at-scale-with-the-neurips-large-language-model-efficiency-challenge/
110 sats
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0 comments
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@localhost
22 Feb 2024
tech
From SEO to GEO: Optimising for Language Models, Not Links
135 sats
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0 comments
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@lunin
30 Jul
AI
Extracting memorized pieces of (copyrighted) books from open-weight llm models
arxiv.org/pdf/2505.12546
2342 sats
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2 comments
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@carter
24 Jun
AI
LLM Embeddings Explained: A Visual and Intuitive Guide
huggingface.co/spaces/hesamation/primer-llm-embedding
100 sats
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0 comments
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@hn
28 Jul
tech
From Artificial Needles to Real Haystacks: Improving Capabilities in LLMs
arxiv.org/abs/2406.19292
21 sats
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0 comments
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@Rsync25
29 Jun 2024
alter_native
LLM Engineer's Handbook: Master the art of engineering large language models
www.amazon.com/LLM-Engineers-Handbook-engineering-production/dp/1836200072/
53 sats
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0 comments
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@Rsync25
19 Nov 2024
BooksAndArticles
Netflix study shows limits of cosine similarity in embedding models
bdtechtalks.com/2024/03/21/netflix-cosine-similarity-embedding-models/
121 sats
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0 comments
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@ch0k1
24 Mar 2024
science
We Built a News Site Powered by LLMs and Public Data: Here’s What We Learned
generative-ai-newsroom.com/we-built-a-news-site-powered-by-llms-and-public-data-heres-what-we-learned-aba6c52a7ee4
45 sats
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0 comments
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@co574
6 Mar 2024
BooksAndArticles
LLMs use a surprisingly simple mechanism to retrieve some stored knowledge
news.mit.edu/2024/large-language-models-use-surprisingly-simple-mechanism-retrieve-stored-knowledge-0325
128 sats
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1 comment
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@hn
31 Mar 2024
tech
Exploring Advanced Reasoning Techniques for LLMs: CoT, STaR, and ToT
www.eddieoz.com/exploring-advanced-reasoning-techniques-for-llms-chain-of-thought-cot-step-by-step-rationalization-star-and-tree-of-thoughts-tot/
11 sats
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0 comments
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@Rsync25
20 Aug 2024
tech
NVIDIA: Transforming LLM Alignment with Efficient Reinforcement Learning
www.marktechpost.com/2024/05/05/nvidia-ai-open-sources-nemo-aligner-transforming-large-language-model-alignment-with-efficient-reinforcement-learning/
20 sats
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0 comments
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@ch0k1
7 May 2024
tech
DBRX: A new open LLM
www.databricks.com/blog/introducing-dbrx-new-state-art-open-llm
10 sats
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1 comment
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@hn
31 Mar 2024
tech
Building LLMs from the Ground Up: A 3-hour Coding Workshop
magazine.sebastianraschka.com/p/building-llms-from-the-ground-up
55 sats
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0 comments
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@Rsync25
31 Aug 2024
tech
FastRAG: Retrieval Augmented Generation for Semi-structured Data
arxiv.org/abs/2411.13773
10 sats
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0 comments
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@Rsync25
22 Nov 2024
tech
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