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Index

2024 December

How to fine-tune open LLMs in 2025 with Hugging Face

December 20, 2024 — Open Source, HuggingFace, LLM, Guide

Deploy QwQ-32B-Preview the best open Reasoning Model on AWS with Hugging Face

December 3, 2024 — Qwen, HuggingFace, LLM, SageMaker

2024 October

Deploy Llama 3.2 Vision on Amazon SageMaker

October 17, 2024 — HuggingFace, LLM, SageMaker, GenerativeAI

2024 September

How to Fine-Tune Multimodal Models or VLMs with Hugging Face TRL

September 30, 2024 — HuggingFace, LLMs, Fine-Tuning, Multimodal

Evaluate open LLMs with Vertex AI and Gemini

September 24, 2024 — HuggingFace, LLMs, Evaluation, Google Cloud

Evaluate LLMs using Evaluation Harness and Hugging Face TGI/vLLM

September 19, 2024 — HuggingFace, LLMs, Evaluation, Llama 3

2024 August

Deploy open LLMs with Terraform and Amazon SageMaker

August 5, 2024 — HuggingFace, SageMaker, Llama 3, Terraform

2024 July

LLM Evaluation doesn't need to be complicated

July 11, 2024 — GenerativeAI, HuggingFace, LLM, Evaluation

2024 June

Evaluating Open LLMs with MixEval: The Closest Benchmark to LMSYS Chatbot Arena

June 28, 2024 — HuggingFace, LLMs, Evaluation

Train and Deploy open Embedding Models on Amazon SageMaker

June 25, 2024 — HuggingFace, SageMaker, Embeddings

Deploy Mixtral 8x7B on AWS Inferentia2 with Hugging Face Optimum

June 18, 2024 — HuggingFace, SageMaker, Inferentia2, LLM

Fine-tune Llama 3 with PyTorch FSDP and Q-Lora on Amazon SageMaker

June 11, 2024 — HuggingFace, SageMaker, Llama 3

Fine-tune Embedding models for Retrieval Augmented Generation (RAG)

June 4, 2024 — HuggingFace, Embedding, Generative AI, Fine-tuning

2024 May

Understanding the Cost of Generative AI Models in Production

May 27, 2024 — Generative AI, Cost

Deploy Llama 3 70B on AWS Inferentia2 with Hugging Face Optimum

May 23, 2024 — HuggingFace, SageMaker, Llama 3