- [R] LaVIN-lite: Training your own Multimodal Large Language Models on one single GPU with competitive performance! (Technical Details) https://github.com/artidoro/qlora 4 comments machinelearning
Linking pages
- How to make LLMs go fast https://vgel.me/posts/faster-inference/ 54 comments
- GitHub - tensorchord/Awesome-LLMOps: An awesome & curated list of best LLMOps tools for developers https://github.com/tensorchord/Awesome-LLMOps 5 comments
- GitHub - Alpha-VLLM/LLaMA2-Accessory: An Open-source Toolkit for LLM Development https://github.com/Alpha-VLLM/LLaMA2-Accessory 3 comments
- Local Large Language Models - beginners guide - int8.io int8.io https://int8.io/local-large-language-models-beginners-guide/ 2 comments
- GitHub - Bavest/fin-llama: LLAMA specialized on finance https://github.com/Bavest/fin-llama 1 comment
- Aman's AI Journal • Primers • Overview of Large Language Models https://aman.ai/primers/ai/LLM/ 1 comment
- GitHub - oscinis-com/Awesome-LLM-Productization: Awesome-LLM-Productization: a curated list of tools/tricks/news/regulations about AI and Large Language Model (LLM) productization https://github.com/oscinis-com/Awesome-LLM-Productization 1 comment
- GitHub - eosphoros-ai/Awesome-Text2SQL: Curated tutorials and resources for Large Language Models, Text2SQL, and more. https://github.com/eosphoros-ai/Awesome-Text2SQL 1 comment
- The best open source software of 2023 | InfoWorld https://www.infoworld.com/article/3709196/the-best-open-source-software-of-2023.html 1 comment
- 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
- GitHub - RUCAIBox/LLMSurvey: The official GitHub page for the survey paper "A Survey of Large Language Models". https://github.com/RUCAIBox/LLMSurvey 0 comments
- GitHub - horseee/Awesome-Efficient-LLM: A curated list for Efficient Large Language Models https://github.com/horseee/Awesome-Efficient-LLM 0 comments
- GitHub - nlpfromscratch/nlp-llms-resources: Master list of curated resources on NLP and LLMs https://github.com/nlpfromscratch/nlp-llms-resources 0 comments
- 📄 NeurIPS 2023 Primer - by Sebastian Ruder - NLP News https://nlpnewsletter.substack.com/p/neurips-2023-primer 0 comments
- GitHub - AIoT-MLSys-Lab/Efficient-LLMs-Survey: Efficient Large Language Models: A Survey https://github.com/AIoT-MLSys-Lab/Efficient-LLMs-Survey 0 comments
- GitHub - hiyouga/LLaMA-Factory: A WebUI for Efficient Fine-Tuning of 100+ LLMs (ACL 2024) https://github.com/hiyouga/LLaMA-Factory 0 comments
Linked pages
- [2305.14314] QLoRA: Efficient Finetuning of Quantized LLMs https://arxiv.org/abs/2305.14314 129 comments
- GitHub - huggingface/transformers: 🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX. https://github.com/huggingface/transformers 26 comments
- Making LLMs even more accessible with bitsandbytes, 4-bit quantization and QLoRA https://huggingface.co/blog/4bit-transformers-bitsandbytes 15 comments
- GitHub - lm-sys/FastChat: An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena. https://github.com/lm-sys/FastChat 4 comments
- Start Locally | PyTorch https://pytorch.org/get-started/locally/ 3 comments
- GitHub - tatsu-lab/stanford_alpaca https://github.com/tatsu-lab/stanford_alpaca 2 comments
- Google Colab https://colab.research.google.com/drive/1VoYNfYDKcKRQRor98Zbf2-9VQTtGJ24k?usp=sharing 1 comment
- GitHub - TimDettmers/bitsandbytes: 8-bit CUDA functions for PyTorch https://github.com/TimDettmers/bitsandbytes 0 comments
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