· ai
Flexora: Flexible Low-Rank Adaptation for Large Language Models
Vấn đề hiện tại - Bối cảnh: Việc tinh chỉnh fine‑tuning các mô hình ngôn ngữ lớn LLM tốn rất nhiều tài nguyên. Phương pháp LoRA Low‑Rank Adaptation ra đời để g...
-
- · ai
An introduction to AWS Bedrock
The how, why, what and where of Amazon’s LLM access layer The post An introduction to AWS Bedrock appeared first on Towards Data Science....
- · ai
DeepSeek’s conditional memory fixes silent LLM waste: GPU cycles lost to static lookups
When an enterprise LLM retrieves a product name, technical specification, or standard contract clause, it's using expensive GPU computation designed for complex...
- · ai
How Large Language Models (LLMs) Actually Generate Text
!Cover image for How Large Language Models LLMs Actually Generate Texthttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gravity=auto,format=au...
- · ai
Conversation Memory Collapse: Why Excessive Context Weakens AI
Every story begins with a small misunderstanding. A midsize company approached us to build an AI support agent. Their request was simple—AI should “remember eve...
- · ai
Cowork: Claude Code for the rest of your work
Article URL: https://claude.com/blog/cowork-research-preview Comments URL: https://news.ycombinator.com/item?id=46593022 Points: 71 Comments: 19...
- · ai
Why your LLM bill is exploding — and how semantic caching can cut it by 73%
Our LLM API bill was growing 30% month-over-month. Traffic was increasing, but not that fast. When I analyzed our query logs, I found the real problem: Users as...
- · ai
The `/context` Command: X-Ray Vision for Your Tokens
'Stop guessing where your tokens go. Start seeing the invisible tax on your context window. From: x.com/adocomplete
- · ai
TimeCapsuleLLM: LLM trained only on data from 1800-1875
Article URL: https://github.com/haykgrigo3/TimeCapsuleLLM Comments URL: https://news.ycombinator.com/item?id=46590280 Points: 107 Comments: 51...
- · ai
Why 90% Accuracy in Text-to-SQL is 100% Useless
The eternal promise of self-service analytics The post Why 90% Accuracy in Text-to-SQL is 100% Useless appeared first on Towards Data Science....
- · ai
Why Ontario Digital Service couldn't procure '98% safe' LLMs (15M Canadians)
Article URL: https://rosetta-labs-erb.github.io/authority-boundary-ledger/ Comments URL: https://news.ycombinator.com/item?id=46589386 Points: 16 Comments: 2...
- · ai
When Does Adding Fancy RAG Features Work?
Looking at the performance of different pipelines The post When Does Adding Fancy RAG Features Work? appeared first on Towards Data Science....