GPT OSS Release, Inference and Fine tuning скачать в хорошем качестве

GPT OSS Release, Inference and Fine tuning

📜Get repo access at https://Trelis.com/ADVANCED-fine-tuning 🗝️ Get Trelis Multi-Repo Bundle (https://Trelis.com/multi-repo-bundle) Access all SEVEN Trelis Github Repos (-robotics, -vision, -evals, -fine-tuning, -inference, -voice, -time-series) Support via Github Issues & Trelis’ Private Discord Tip: If you subscribe here on YouTube, click the bell to be notified of new vids 🛠️ (NEW) Trelis Fine-tuning Workshops: https://trelis.com/workshops-and-semi... 💡 Need Technical or Market Assistance? Book a Consult Here: https://forms.gle/wJXVZXwioKMktjyVA 🤝 Are You a Top Developer? Work for Trelis: https://trelis.com/jobs/ 💸 Starting a New Project/Venture? Apply for a Trelis Grant: https://trelis.com/trelis-ai-grants/ 📧 Get Trelis AI Tutorials by Email Subscribe on Substack: https://trelis.substack.com Video Links: OpenAI Blog: https://openai.com/index/introducing-... HuggingFace Model: https://huggingface.co/openai/gpt-oss... BASIC-fine-tuning repo: https://github.com/TrelisResearch/BAS... MX FP4: https://chatgpt.com/share/68936c44-7f... TIMESTAMPS: 00:00 Introduction to OpenAI's OSS Models 00:16 Model Specifications and Performance 02:36 Quantization and Mixture of Experts 04:00 MXFP8 Data Type 08:46 Running Inference on OSS Models 13:01 Fine-Tuning GPT OSS Models with transformers 24:43 Exploring Track IO Feature 26:33 ADVANCED fine-tuning tricks 27:37 Using TensorBoard for Logging 29:03 Creating a Validation Split 30:12 Inspecting the Chat Template 31:30 Preparing the Model for Training 31:47 Training Parameters and Debugging 46:41 Connecting to the Pod via SSH to git commit 49:06 Final Thoughts on OpenAI OSS Models 49:52 BONUS: Insights on Proprietary Models