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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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lora
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machinelearning
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8 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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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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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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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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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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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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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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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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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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6 min read
Training with Big Data on Any Cloud
Shared Account
Shared Account
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Tigris Data
Jun 20 '25
Training with Big Data on Any Cloud
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17 min read
The Bug That Cost Us $10,000: A Postmortem on a Rogue AWS Lambda Function
Chrlie
Chrlie
Chrlie
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Jul 14 '25
The Bug That Cost Us $10,000: A Postmortem on a Rogue AWS Lambda Function
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3 min read
Beyond the Chatbot: Why 2025 is the Year of Hyper-Specialized AI for Developers 🛠️🤖
Angelee Morquin
Angelee Morquin
Angelee Morquin
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Jul 9 '25
Beyond the Chatbot: Why 2025 is the Year of Hyper-Specialized AI for Developers 🛠️🤖
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2 min read
Fine-Tune SLMs in Colab for Free : A 4-Bit Approach with Meta Llama 3.2
Rishab Dugar
Rishab Dugar
Rishab Dugar
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May 11 '25
Fine-Tune SLMs in Colab for Free : A 4-Bit Approach with Meta Llama 3.2
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10 min read
💡 TinyLlama Meets LoRA: A Lightweight Approach to Emotion Classification
Mai Chi Bao
Mai Chi Bao
Mai Chi Bao
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May 5 '25
💡 TinyLlama Meets LoRA: A Lightweight Approach to Emotion Classification
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mrzaizai2k
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4 min read
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