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How To Fine-tune a Large Language Model (LLM) Using Model Parallelism
Sidra Saleem
Sidra Saleem
Sidra Saleem
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SUDO Consultants
Feb 28
How To Fine-tune a Large Language Model (LLM) Using Model Parallelism
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finetuning
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llm
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sagemaker
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aws
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7 min read
PremAI Autonomous Fine-tuning System: Technical Architecture Documentation
Pietro Vendramin
Pietro Vendramin
Pietro Vendramin
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Feb 26
PremAI Autonomous Fine-tuning System: Technical Architecture Documentation
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news
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ai
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finetuning
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sml
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1 min read
Why Fine-tune? Understanding Its Role in Medical AI Models
Matthew Mcmullen
Matthew Mcmullen
Matthew Mcmullen
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Feb 26
Why Fine-tune? Understanding Its Role in Medical AI Models
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medical
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ai
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finetuning
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database
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5 min read
The Complete Guide to Parameter-Efficient Fine-Tuning: Revolutionizing AI Model Adaptation
Akilsurya S
Akilsurya S
Akilsurya S
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Dec 26 '24
The Complete Guide to Parameter-Efficient Fine-Tuning: Revolutionizing AI Model Adaptation
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ai
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performance
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finetuning
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machinelearning
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4 min read
RAG vs. Fine-Tuning: Which Approach is Best for Enhancing AI Models?
Kedar Gore
Kedar Gore
Kedar Gore
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Jan 19
RAG vs. Fine-Tuning: Which Approach is Best for Enhancing AI Models?
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ai
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rag
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finetuning
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4 min read
Six Triple Eight Redux: Fine-Tuning LLMs to Tackle Impossible Mail Mysteries of WWII
es404020
es404020
es404020
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Dec 22 '24
Six Triple Eight Redux: Fine-Tuning LLMs to Tackle Impossible Mail Mysteries of WWII
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webdev
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llm
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python
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finetuning
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2 min read
Fine-Tuning vs. Retrieval-Augmented Generation (RAG): Enhancing LLMs for Specific Tasks
Awaliyatul Hikmah
Awaliyatul Hikmah
Awaliyatul Hikmah
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Dec 1 '24
Fine-Tuning vs. Retrieval-Augmented Generation (RAG): Enhancing LLMs for Specific Tasks
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llm
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rag
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2 min read
Fine-Tuning LLM: Transforming General Models into Specialized Experts
Awaliyatul Hikmah
Awaliyatul Hikmah
Awaliyatul Hikmah
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Dec 1 '24
Fine-Tuning LLM: Transforming General Models into Specialized Experts
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llm
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finetuning
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2 min read
Exploring RAG: Perfect LLM Training Method, Fine-Tuning vs RAG?
Ďēv Šhãh 🥑
Ďēv Šhãh 🥑
Ďēv Šhãh 🥑
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Nov 16 '24
Exploring RAG: Perfect LLM Training Method, Fine-Tuning vs RAG?
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rag
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2 min read
What is Fine-Tuning in Machine Learning? A Beginner’s Guide
Arum Puri
Arum Puri
Arum Puri
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Oct 25 '24
What is Fine-Tuning in Machine Learning? A Beginner’s Guide
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transferlearning
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machinelearning
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ai
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3 min read
Fine-Tuning LLMs Using HuggingFace!
Pavan Belagatti
Pavan Belagatti
Pavan Belagatti
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Oct 3 '24
Fine-Tuning LLMs Using HuggingFace!
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machinelearning
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huggingface
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datascience
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finetuning
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5 min read
Full Fine Tuning of FLUX yields way better results than LoRA training as expected, overfitting and bleeding reduced a lot
Furkan Gözükara
Furkan Gözükara
Furkan Gözükara
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Sep 16 '24
Full Fine Tuning of FLUX yields way better results than LoRA training as expected, overfitting and bleeding reduced a lot
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flux
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finetuning
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training
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ai
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10 min read
Supercharge Your AI Models: Prompt Engineering, Chaining, and Function Calling
Jason Wu
Jason Wu
Jason Wu
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Sep 12 '24
Supercharge Your AI Models: Prompt Engineering, Chaining, and Function Calling
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ai
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finetuning
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promptengineering
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llm
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3 min read
Fine-Tuning a Pre-Trained Model in PyTorch: A Step-by-Step Guide for Beginners
Santosh Premi Adhikari
Santosh Premi Adhikari
Santosh Premi Adhikari
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Sep 1 '24
Fine-Tuning a Pre-Trained Model in PyTorch: A Step-by-Step Guide for Beginners
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machinelearning
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4 min read
Pre-training, Fine-tuning, and Transfer learning. To make these ideas more relatable, let's use a real-world analogy
Seenivasa Ramadurai
Seenivasa Ramadurai
Seenivasa Ramadurai
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Aug 21 '24
Pre-training, Fine-tuning, and Transfer learning. To make these ideas more relatable, let's use a real-world analogy
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finetuning
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pretraining
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transferlearning
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1 min read
Choosing between Retrieval-Augmented Generation (RAG) and Model fine-tuning
Seenivasa Ramadurai
Seenivasa Ramadurai
Seenivasa Ramadurai
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Aug 26 '24
Choosing between Retrieval-Augmented Generation (RAG) and Model fine-tuning
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rag
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finetuning
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2 min read
Is your fine-tuned LLM any good?
Shannon Lal
Shannon Lal
Shannon Lal
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Jul 1 '24
Is your fine-tuned LLM any good?
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llm
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ai
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finetuning
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evaluate
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3 min read
Three Key Concepts to Build Future-Proof AI Applications
Richard Kovacs
Richard Kovacs
Richard Kovacs
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Jun 4 '24
Three Key Concepts to Build Future-Proof AI Applications
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ai
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rag
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embedding
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10 min read
What’s the Difference Between Fine-tuning, Retraining, and RAG?
MindsDB Team
MindsDB Team
MindsDB Team
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MindsDB
Apr 8 '24
What’s the Difference Between Fine-tuning, Retraining, and RAG?
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ai
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retrain
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finetuning
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4 min read
LoReFT and pyreft for surgical fine-tuning
Olivier
Olivier
Olivier
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Apr 7 '24
LoReFT and pyreft for surgical fine-tuning
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llm
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finetuning
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lora
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loreft
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2 min read
Fine-tuning a Mistral Language Model with Anyscale
MindsDB Team
MindsDB Team
MindsDB Team
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MindsDB
Feb 1 '24
Fine-tuning a Mistral Language Model with Anyscale
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ai
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aitools
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machinelearning
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finetuning
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9 min read
OneTrainer Stable Diffusion XL (SDXL) Fine Tuning Best Presets
Furkan Gözükara
Furkan Gözükara
Furkan Gözükara
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Jan 7 '24
OneTrainer Stable Diffusion XL (SDXL) Fine Tuning Best Presets
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onetrainer
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finetuning
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stablediffusion
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sdxl
8
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1 min read
Deep dive: Privacy risks of fine-tuning LLMs
Daniel Huynh
Daniel Huynh
Daniel Huynh
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Sep 20 '23
Deep dive: Privacy risks of fine-tuning LLMs
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llm
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privacy
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data
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finetuning
11
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6 min read
Understanding the Differences: Fine-Tuning vs. Transfer Learning
Victor Chaba
Victor Chaba
Victor Chaba
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LuxDevHQ
Aug 25 '23
Understanding the Differences: Fine-Tuning vs. Transfer Learning
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finetuning
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deeplearning
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transferlearning
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5 min read
GPT-3.5 Fine Tuning: Unlock the True Potential with This Comprehensive Guide
Liam Stone
Liam Stone
Liam Stone
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Aug 24 '23
GPT-3.5 Fine Tuning: Unlock the True Potential with This Comprehensive Guide
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chatgpt
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llm
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finetuning
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ai
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10 min read
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