- [P]Change few lines of codes, and then accelerate AI model training by 10x https://github.com/hpcaitech/ColossalAI 7 comments machinelearning
Linking pages
- Open source solution replicates ChatGPT training process! Ready to go with only 1.6GB GPU memory and gives you 7.73 times faster training! https://www.hpc-ai.tech/blog/colossal-ai-chatgpt 152 comments
- GitHub - MunGell/awesome-for-beginners: A list of awesome beginners-friendly projects. https://github.com/MunGell/awesome-for-beginners 128 comments
- GitHub - josephmisiti/awesome-machine-learning: A curated list of awesome Machine Learning frameworks, libraries and software. https://github.com/josephmisiti/awesome-machine-learning 58 comments
- GitHub - hpcaitech/Open-Sora: Open-Sora: Democratizing Efficient Video Production for All https://github.com/hpcaitech/Open-Sora 8 comments
- GitHub - taishi-i/awesome-ChatGPT-repositories: A curated list of resources dedicated to open source GitHub repositories related to ChatGPT https://github.com/taishi-i/awesome-ChatGPT-repositories 5 comments
- GitHub - tensorchord/Awesome-LLMOps: An awesome & curated list of best LLMOps tools for developers https://github.com/tensorchord/Awesome-LLMOps 5 comments
- ColossalChat: An Open-Source Solution for Cloning ChatGPT With a Complete RLHF Pipeline | by Yang You | Mar, 2023 | Medium https://medium.com/@yangyou_berkeley/colossalchat-an-open-source-solution-for-cloning-chatgpt-with-a-complete-rlhf-pipeline-5edf08fb538b 4 comments
- GitHub - facebookresearch/metaseq: Repo for external large-scale work https://github.com/facebookresearch/metaseq 2 comments
- Accelerating Structure Prediction of Protein Monomers and Multimer by 11 Times! An Open Source Solution from Colossal-AI and BioMap | by HPC-AI Tech | Aug, 2022 | Medium https://medium.com/@hpcaitech/accelerating-structure-prediction-of-protein-monomers-and-multimer-by-11-times-769715dcb5b5 0 comments
- Accelerating Structure Prediction of Protein Monomers and Multimer by 11 Times! An Open Source Solution from Colossal-AI and BioMap | Synced https://syncedreview.com/2022/08/23/accelerating-structure-prediction-of-protein-monomers-and-multimer-by-11-times-an-open-source-solution-from-colossal-ai-and-biomap/ 0 comments
- Using State-Of-The-Art Artificial Intelligence (AI) Models for Free: Try OPT-175B on Your Cellphone and Laptop - MarkTechPost https://www.marktechpost.com/2022/09/08/using-state-of-the-art-artificial-intelligence-ai-models-for-free-try-opt-175b-on-your-cellphone-and-laptop/ 0 comments
- Train 18-billion-parameter GPT models with a single GPU on your personal computer! Open source project Colossal-AI has added new features！ | by HPC-AI Tech | Medium https://medium.com/@hpcaitech/train-18-billion-parameter-gpt-models-with-a-single-gpu-on-your-personal-computer-8793d08332dc 0 comments
- GitHub - EthicalML/awesome-production-machine-learning: A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning https://github.com/EthicalML/awesome-production-machine-learning 0 comments
- GitHub - ml-tooling/best-of-ml-python: 🏆 A ranked list of awesome machine learning Python libraries. Updated weekly. https://github.com/ml-tooling/best-of-ml-python 0 comments
- GitHub - HuaizhengZhang/Awesome-System-for-Machine-Learning: A curated list of research in machine learning systems (MLSys). Paper notes are also provided. https://github.com/HuaizhengZhang/Awesome-System-for-Machine-Learning 0 comments
- GitHub - ChristosChristofidis/awesome-deep-learning: A curated list of awesome Deep Learning tutorials, projects and communities. https://github.com/ChristosChristofidis/awesome-deep-learning 0 comments
- awesome-stars/topics.md at master · maguowei/awesome-stars · GitHub https://github.com/maguowei/awesome-stars/blob/master/topics.md 0 comments
- TensorFlow DTensor: Unified API for Distributed Deep Network Training https://www.infoq.com/news/2022/05/tensorflow-dtensor/ 0 comments
- GitHub - huggingface/awesome-huggingface: 🤗 A list of wonderful open-source projects & applications integrated with Hugging Face libraries. https://github.com/huggingface/awesome-huggingface 0 comments
- ColossalAI/examples/images/diffusion at main · hpcaitech/ColossalAI · GitHub https://github.com/hpcaitech/ColossalAI/tree/main/examples/images/diffusion 0 comments
Linked pages
- Introducing ChatGPT https://openai.com/blog/chatgpt/ 296 comments
- Pathways Language Model (PaLM): Scaling to 540 Billion Parameters for Breakthrough Performance – Google AI Blog https://ai.googleblog.com/2022/04/pathways-language-model-palm-scaling-to.html 279 comments
- AlphaFold Protein Structure Database https://alphafold.ebi.ac.uk 82 comments
- CUDA GPUs - Compute Capability | NVIDIA Developer https://developer.nvidia.com/cuda-gpus#compute 22 comments
- BigScience Research Workshop https://bigscience.huggingface.co 11 comments
- GitHub - hpcaitech/Open-Sora: Open-Sora: Democratizing Efficient Video Production for All https://github.com/hpcaitech/Open-Sora 8 comments
- Features • GitHub Actions · GitHub https://github.com/features/actions 7 comments
- GitHub - CompVis/stable-diffusion: A latent text-to-image diffusion model https://github.com/CompVis/stable-diffusion 4 comments
- ColossalChat: An Open-Source Solution for Cloning ChatGPT With a Complete RLHF Pipeline | by Yang You | Mar, 2023 | Medium https://medium.com/@yangyou_berkeley/colossalchat-an-open-source-solution-for-cloning-chatgpt-with-a-complete-rlhf-pipeline-5edf08fb538b 4 comments
- GitHub - facebookresearch/metaseq: Repo for external large-scale work https://github.com/facebookresearch/metaseq 2 comments
- Stable Diffusion - Wikipedia https://en.wikipedia.org/wiki/Stable_Diffusion 0 comments
- ColossalAI/examples/images/diffusion at main · hpcaitech/ColossalAI · GitHub https://github.com/hpcaitech/ColossalAI/tree/main/examples/images/diffusion 0 comments
- Home • SC22 https://sc22.supercomputing.org/ 0 comments
- Open-Sora：Sora Replication Solution with 46% Cost Reduction, Sequence Expansion to Nearly a Million https://hpc-ai.com/blog/open-sora 0 comments
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