Generative AI workflows and hacks 2025
March 23, 2024 — January 29, 2025
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I will try to synthesise LLM research elsewhere. This is where I keep ephemeral notes and links, continuing my habit in 2024.
1 The year I finally install Ollama for autonomous LLM inference
Useful guides:
2 What happened previously
3 Economics
4 Deepseek and the cheapening of LLMs
Deepseek deep dive
- The impact of competition and DeepSeek on Nvidia
- deepseek-ai/awesome-deepseek-integration
- GRPO Trainer
- DeepSeek V3 and the cost of frontier AI models
- DeepSeek FAQ – Stratechery by Ben Thompson
- 2. Implement Reward Function for Dataset — veRL documentation
- deepseek-ai/DeepSeek-R1
- huggingface/open-r1: Fully open reproduction of DeepSeek-R1
5 Using AI Agents
I seem to be doing a lot of it.
See AI Agents for more.