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Fine-Tuning Open Source Models with Amazon Bedrock: A Complete Guide
Ravindra Pandya
Ravindra Pandya
Ravindra Pandya
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Jan 19
Fine-Tuning Open Source Models with Amazon Bedrock: A Complete Guide
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aws
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bedrock
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finetuning
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6 min read
OCI Generative AI: Dedicated Cluster Sizing, Pricing, and Fine-Tuning Deep Dive
Ryan Giggs
Ryan Giggs
Ryan Giggs
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Jan 15
OCI Generative AI: Dedicated Cluster Sizing, Pricing, and Fine-Tuning Deep Dive
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ocigenai
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finetuning
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mlops
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clustersizing
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9 min read
Fine-Tuning and Inference in LLMs: From Custom Models to Production Deployment
Ryan Giggs
Ryan Giggs
Ryan Giggs
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Jan 13
Fine-Tuning and Inference in LLMs: From Custom Models to Production Deployment
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finetuning
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llminference
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lora
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machinelearning
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8 min read
Under the Hood: VaidhLlama Architecture & Training Pipeline
Vivek Patel
Vivek Patel
Vivek Patel
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Jan 12
Under the Hood: VaidhLlama Architecture & Training Pipeline
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ai
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machinelearning
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python
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finetuning
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6 min read
Fine-tuning an LLM on a Docker dataset turned out to be easier than I expected
Prashant Lakhera
Prashant Lakhera
Prashant Lakhera
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Dec 22 '25
Fine-tuning an LLM on a Docker dataset turned out to be easier than I expected
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llm
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finetuning
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ai
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gpt3
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1 min read
Fine-Tuning Llama 3 with PEFT
Richard Abishai
Richard Abishai
Richard Abishai
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Dec 10 '25
Fine-Tuning Llama 3 with PEFT
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ai
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llm
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finetuning
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llama3
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2 min read
Fine-tuning For Domain-Customized Retriever Noise Mitigation in RAG Pipelines
Padmanabha Venkatagiri
Padmanabha Venkatagiri
Padmanabha Venkatagiri
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Dec 12 '25
Fine-tuning For Domain-Customized Retriever Noise Mitigation in RAG Pipelines
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rag
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finetuning
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ibmresearch
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6 min read
Fine-tuning Qwen 2.5 3B for RBI Regulations: Achieving 8x Performance with Smart Data Augmentation
Vishva R
Vishva R
Vishva R
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Nov 25 '25
Fine-tuning Qwen 2.5 3B for RBI Regulations: Achieving 8x Performance with Smart Data Augmentation
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machinelearning
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ai
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llm
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finetuning
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13 min read
Data Preparation and Training Formats (Part 3)
Prashant Nigam
Prashant Nigam
Prashant Nigam
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Nov 11 '25
Data Preparation and Training Formats (Part 3)
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ai
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machinelearning
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finetuning
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smalllanguagemodel
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8 min read
Fine-Tuning LLMs: LoRA, Quantization, and Distillation Simplified
Syed Mohammed Faham
Syed Mohammed Faham
Syed Mohammed Faham
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Nov 15 '25
Fine-Tuning LLMs: LoRA, Quantization, and Distillation Simplified
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llm
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finetuning
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ai
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quantization
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5 min read
The Magic of LoRA Fine-Tuning with MLX (Part 4)
Prashant Nigam
Prashant Nigam
Prashant Nigam
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Nov 11 '25
The Magic of LoRA Fine-Tuning with MLX (Part 4)
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smalllanguagemodel
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finetuning
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llm
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6 min read
Setting Up Your Local Development Environment (Part 2)
Prashant Nigam
Prashant Nigam
Prashant Nigam
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Sep 20 '25
Setting Up Your Local Development Environment (Part 2)
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slm
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ai
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machinelearning
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finetuning
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7 min read
Small Language Model (SLM) - The future of Local AI (Part 1)
Prashant Nigam
Prashant Nigam
Prashant Nigam
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Sep 17 '25
Small Language Model (SLM) - The future of Local AI (Part 1)
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ai
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sml
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llm
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finetuning
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5 min read
The Fine-Tuning Revolution: How PEFT, LoRA, and QLoRA Are Democratizing AI Customization in 2025
Oni
Oni
Oni
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Jul 16 '25
The Fine-Tuning Revolution: How PEFT, LoRA, and QLoRA Are Democratizing AI Customization in 2025
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machinelearning
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finetuning
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lora
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ai
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8 min read
How To Use LLMs: Fine-Tuning GPT-4
Odinaka Joy
Odinaka Joy
Odinaka Joy
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Aug 12 '25
How To Use LLMs: Fine-Tuning GPT-4
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llm
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openai
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beginners
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6 min read
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