Amazing literature review
Relevant tweet: https://x.com/Ar_Douillard/status/1821283381742858650
- Lilian Weng https://lilianweng.github.io/
- Cameron Wolf https://cameronrwolfe.me/ (looks more approachable)
https://x.com/xeophon_/status/1821284864861020632
deep dives by fin timbarr (ex gdm midjourney) interconnectsai
Agency
https://x.com/benspringwater/status/1894145751728693411
Handbook
https://genai-handbook.github.io/
Training
Training playbook by huggingface
https://huggingface.co/spaces/HuggingFaceTB/smol-training-playbook
Context Engineering
https://www.anthropic.com/engineering/effective-context-engineering-for-ai-agents
https://manus.im/blog/Context-Engineering-for-AI-Agents-Lessons-from-Building-Manus
Inference optimisation
i think most detailed one: https://www.aleksagordic.com/blog/vllm
relevant tweet: https://x.com/dejavucoder/status/1841706921830527349
https://astralord.github.io/posts/transformer-inference-optimization-toolset/
Sampling
https://notes.haroldbenoit.com/ml/llms/inference/sampling/