Fine-tune Falcon 180B with DeepSpeed ZeRO, LoRA & Flash Attention
September 20, 2023 — GenerativeAI, HuggingFace, LLM, Deepspeed
Index
2023 September
2023 August
Optimize open LLMs using GPTQ and Hugging Face Optimum
August 31, 2023 — GenerativeAI, HuggingFace, LLM, Optimization
LLMOps: Deploy Open LLMs using Infrastructure as Code with AWS CDK
August 15, 2023 — GenerativeAI, HuggingFace, LLMOps, SageMaker
Deploy Llama 2 7B/13B/70B on Amazon SageMaker
August 7, 2023 — GenerativeAI, HuggingFace, SageMaker, LLM
Introducing EasyLLM - streamline open LLMs
August 3, 2023 — GenerativeAI, OpenSource, LLM
2023 July
Extended Guide: Instruction-tune Llama 2
July 26, 2023 — GenerativeAI, HuggingFace, LLM, Llama
LLaMA 2 - Every Resource you need
July 21, 2023 — GenerativeAI, HuggingFace, LLM, LLaMA
Fine-tune LLaMA 2 (7-70B) on Amazon SageMaker
July 18, 2023 — LLAMA, HuggingFace, LLM, SageMaker
Train LLMs using QLoRA on Amazon SageMaker
July 13, 2023 — GenerativeAI, HuggingFace, LLM, SageMaker
Deploy LLMs with Hugging Face Inference Endpoints
July 4, 2023 — GenerativeAI, HuggingFace, LLM
2023 June
Optimize & Deploy BERT on AWS inferentia2
June 28, 2023 — Inferentia, HuggingFace, BERT, NLP
Securely deploy LLMs inside VPCs with Hugging Face and Amazon SageMaker
June 20, 2023 — GenerativeAI, HuggingFace, SageMaker, LLM
Deploy Falcon 7B & 40B on Amazon SageMaker
June 7, 2023 — GenerativeAI, HuggingFace, SageMaker, LLM