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Index

2025 January

How to align open LLMs in 2025 with DPO & and synthetic data

January 23, 2025 — HuggingFace, DPO, RL, LLMs

Bite: How Deepseek R1 was trained

January 17, 2025 — Bite, Deepseek, Reinforcement Learning, Reasoning

How to use Anthropic MCP Server with open LLMs, OpenAI or Google Gemini

January 17, 2025 — Agents, Anthropic, OpenAI, Gemini

2024 December

Fine-tune classifier with ModernBERT in 2025

December 25, 2024 — Open Source, HuggingFace, Bert, Guide

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