Hacker News
- How to Finetune GPT-Like Large Language Models on a Custom Dataset https://lightning.ai/pages/blog/how-to-finetune-gpt-like-large-language-models-on-a-custom-dataset/ 122 comments
Linking pages
- AI workflow automation, LLMs leaderboard rankings, Skybox images from a sketch, Windows copilot and more https://aibrews.substack.com/p/ai-workflow-automation-llms-leaderboard 0 comments
- Week 21 - 2023 :: Per Prompt - Weekly LLV, GPT, AI Digests https://perprompt.com/posts/w21-2023/ 0 comments
- Experiments in LLMs - Everything Iâve learned (so far) - Part One - Fine tuning | adamfallon.com https://adamfallon.com/ai/llms/deep-learning/machine-learning/artificial-intelligence/openai/2023/06/18/experiments-in-llms.html 0 comments
- Optimizing Memory Usage for Training LLMs and Vision Transformers in PyTorch - Lightning AI https://lightning.ai/pages/community/tutorial/pytorch-memory-vit-llm/ 0 comments
- Scaling Large (Language) Models with PyTorch Lightning - Lightning AI https://lightning.ai/blog/scaling-large-language-models-with-pytorch-lightning/ 0 comments
Linked pages
- Releasing 3B and 7B RedPajama-INCITE family of models including base, instruction-tuned & chat models — TOGETHER https://www.together.xyz/blog/redpajama-models-v1 154 comments
- JSON Lines https://jsonlines.org/ 88 comments
- Free Dolly: Introducing the World's First Open and Commercially Viable Instruction-Tuned LLM - The Databricks Blog https://www.databricks.com/blog/2023/04/12/dolly-first-open-commercially-viable-instruction-tuned-llm 54 comments
- GitHub - tloen/alpaca-lora: Instruct-tune LLaMA on consumer hardware https://github.com/tloen/alpaca-lora 11 comments
- GitHub - Stability-AI/StableLM: StableLM: Stability AI Language Models https://github.com/Stability-AI/StableLM 4 comments
- GitHub - HazyResearch/flash-attention: Fast and memory-efficient exact attention https://github.com/HazyResearch/flash-attention 3 comments
- GitHub - EleutherAI/pythia https://github.com/EleutherAI/pythia 0 comments
- Parameter-Efficient LLM Finetuning With Low-Rank Adaptation (LoRA) - Lightning AI https://lightning.ai/pages/community/tutorial/lora-llm/ 0 comments
- Accelerating Large Language Models with Mixed-Precision Techniques - Lightning AI https://lightning.ai/pages/community/tutorial/accelerating-large-language-models-with-mixed-precision-techniques/ 0 comments
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