Deploy Embedding Models on AWS inferentia2 with Amazon SageMaker
November 21, 2023 — GenerativeAI, Embeddings, SageMaker, Inferentia
Index
2023 November
Deploy Llama 2 7B on AWS inferentia2 with Amazon SageMaker
November 14, 2023 — GenerativeAI, Llama, SageMaker, Inferentia
Deploy Stable Diffusion XL on AWS inferentia2 with Amazon SageMaker
November 7, 2023 — GenerativeAI, SDXL, SageMaker, Inferentia
Amazon Bedrock: How good (bad) is Titan Embeddings?
November 3, 2023 — GenerativeAI, LLM, Evaluation
2023 October
Evaluate LLMs and RAG a practical example using Langchain and Hugging Face
October 30, 2023 — GenerativeAI, HuggingFace, LLM, Evaluation
Deploy Idefics 9B & 80B on Amazon SageMaker
October 12, 2023 — GenerativeAI, HuggingFace, LLM, Multimodal
Train and Deploy Mistral 7B with Hugging Face on Amazon SageMaker
October 5, 2023 — HuggingFace, LLM, SageMaker
2023 September
Llama 2 on Amazon SageMaker a Benchmark
September 26, 2023 — LLAMA, HuggingFace, LLM, SageMaker
Fine-tune Falcon 180B with DeepSpeed ZeRO, LoRA & Flash Attention
September 20, 2023 — GenerativeAI, HuggingFace, LLM, Deepspeed
Fine-tune Falcon 180B with QLoRA and Flash Attention on Amazon SageMaker
September 12, 2023 — GenerativeAI, HuggingFace, LLM, SageMaker
Deploy Falcon 180B on Amazon SageMaker
September 7, 2023 — GenerativeAI, HuggingFace, LLM, SageMaker
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