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# finetuning

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Fine-Tuning Open Source Models with Amazon Bedrock: A Complete Guide

Fine-Tuning Open Source Models with Amazon Bedrock: A Complete Guide

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6 min read
OCI Generative AI: Dedicated Cluster Sizing, Pricing, and Fine-Tuning Deep Dive

OCI Generative AI: Dedicated Cluster Sizing, Pricing, and Fine-Tuning Deep Dive

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9 min read
Fine-Tuning and Inference in LLMs: From Custom Models to Production Deployment

Fine-Tuning and Inference in LLMs: From Custom Models to Production Deployment

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8 min read
Under the Hood: VaidhLlama Architecture & Training Pipeline

Under the Hood: VaidhLlama Architecture & Training Pipeline

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6 min read
Fine-tuning an LLM on a Docker dataset turned out to be easier than I expected

Fine-tuning an LLM on a Docker dataset turned out to be easier than I expected

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1 min read
Fine-Tuning Llama 3 with PEFT

Fine-Tuning Llama 3 with PEFT

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2 min read
Fine-tuning For Domain-Customized Retriever Noise Mitigation in RAG Pipelines

Fine-tuning For Domain-Customized Retriever Noise Mitigation in RAG Pipelines

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6 min read
Fine-tuning Qwen 2.5 3B for RBI Regulations: Achieving 8x Performance with Smart Data Augmentation

Fine-tuning Qwen 2.5 3B for RBI Regulations: Achieving 8x Performance with Smart Data Augmentation

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13 min read
Data Preparation and Training Formats (Part 3)

Data Preparation and Training Formats (Part 3)

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8 min read
Fine-Tuning LLMs: LoRA, Quantization, and Distillation Simplified

Fine-Tuning LLMs: LoRA, Quantization, and Distillation Simplified

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5 min read
The Magic of LoRA Fine-Tuning with MLX (Part 4)

The Magic of LoRA Fine-Tuning with MLX (Part 4)

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6 min read
Setting Up Your Local Development Environment (Part 2)

Setting Up Your Local Development Environment (Part 2)

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7 min read
Small Language Model (SLM) - The future of Local AI (Part 1)

Small Language Model (SLM) - The future of Local AI (Part 1)

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5 min read
The Fine-Tuning Revolution: How PEFT, LoRA, and QLoRA Are Democratizing AI Customization in 2025

The Fine-Tuning Revolution: How PEFT, LoRA, and QLoRA Are Democratizing AI Customization in 2025

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8 min read
How To Use LLMs: Fine-Tuning GPT-4

How To Use LLMs: Fine-Tuning GPT-4

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6 min read
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