Bringing LLM to the Enterprise (training from scratch or just fine-tune) with Cerebras-GPT
Prodramp
So you want to utilize LLM for your enterprise and don't know where to get started? This video is exactly for you. In this video you will learn how to utilize Cerebras open-source LLMs for your own enterprise consumption either training from scratch or just fine-tune on your enterprise data and everything around that...
== Video Timeline == (00:00) Content Intro (00:54) Introducing Cerebras-GPT (04:03) Compute Optimal LLM (08:16) Fully Open-source Framework (10:58) Train Vs Fine-Tune & Few Shot Learning (16:42) Pricing for Training Vs Tuning (19:54) Conclusion
=== Resources ===
- https://www.cerebras.net/blog/cerebras-gpt-a-family-of-open-compute-efficient-large-language-models/
- https://huggingface.co/cerebras
- https://www.cerebras.net/product-cloud/
- https://github.com/Cerebras/modelzoo/tree/main/modelzoo
- https://arxiv.org/abs/2304.03208
- https://arxiv.org/abs/2203.15556
- https://lifearchitect.ai/chinchilla/
- https://docs.cerebras.net/en/latest/general/performance-optimization.html
- https://docs.cerebras.net/en/latest/tensorflow-docs/preparing-tf-input/multi-worker-input-pipeline.html
Please visit: https://prodramp.com | @prodramp https://www.linkedin.com/company/prodramp
Content Creator: Avkash Chauhan (@avkashchauhan) https://www.linkedin.com/in/avkashchauhan
Tags: #llm #chatgpt #finetunellm #openai #python #ai #langchain #chromadb ... https://www.youtube.com/watch?v=5devEOcgrG0
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