List: Fine-Tuning | Curated by Frank Morales Aguilera

Jul 3, 2024
25 stories
Fine-Tuning
Frank Morales Aguilera
in
The Deep Hub
Fine-Tuning the LLM Mistral-7B-Instruct-v0.3
Jun 25
Jun 25
Frank Morales Aguilera
in
The Deep Hub
SFTTrainer: A Comprehensive Exploration of Its Concept, Advantages, Limitations, History, and…Frank Morales Aguilera, BEng, MEng, SMIEEE
Jun 24
Jun 24
Frank Morales Aguilera
in
The Deep Hub
Enhancing Fine-Tuning of GPT-3.5-Turbo with AviationQA: A Refined ApproachFrank Morales Aguilera, BEng, MEng, SMIEEE
Jun 21
Jun 21
Frank Morales Aguilera
in
Artificial Intelligence in Plain English
Fine-Tuning Meta-Llama 3–8B with MEDAL: A Refined Approach for Enhanced Medical Language…Frank Morales Aguilera, BEng, MEng, SMIEEE
Jun 22
Jun 22
Frank Morales Aguilera
in
The Deep Hub
Optimizing Meta-Llama-3–8B for Medical Expertise: A Fine-Tuning Journey with MEDALFrank Morales Aguilera, BEng, MEng, SMIEEE
Jun 19
Jun 19
Frank Morales Aguilera
in
Artificial Intelligence in Plain English
Fine-Tuning Meta-Llama-3–8B with AviationQA: A Deep Dive into Model Enhancement for Aviation…Frank Morales Aguilera, BEng, MEng, SMIEEE
Jun 20
1
Jun 20
1
Frank Morales Aguilera
in
Artificial Intelligence in Plain English
TensorBoard: A Comprehensive OverviewFrank Morales Aguilera, BEng, MEng, SMIEEE
Jun 17
Jun 17
Frank Morales Aguilera
in
Artificial Intelligence in Plain English
Fine-Tuning Meta-Llama-3–8B with MEDAL for Enhanced Medical Language UnderstandingFrank Morales Aguilera, BEng, MEng, SMIEEE
Jun 17
1
Jun 17
1
Frank Morales Aguilera
in
Artificial Intelligence in Plain English
Retrieval-Augmented Generation (RAG) and Fine-Tuning: A Comparative Analysis and Roadmap for Future…Frank Morales Aguilera, BEng, MEng, SMIEEE
Jun 13
Jun 13
Frank Morales Aguilera
in
Artificial Intelligence in Plain English
Democratizing AI: Google Colab and Google Cloud’s Synergistic Power in Machine LearningFrank Morales Aguilera, BEng, MEng, SMIEEE
Jun 12
Jun 12
Frank Morales Aguilera
in
Artificial Intelligence in Plain English
Finetuning: A Comprehensive OverviewFrank Morales Aguilera, BEng, MEng, SMIEEE
Jun 6
Jun 6
Frank Morales Aguilera
in
Artificial Intelligence in Plain English
Deploying Open Source Large Language Models: A Focus on Mistral 7B and Fine-TuningFrank Morales Aguilera, BEng, MEng, SMIEEE
Mar 2
Mar 2
Frank Morales Aguilera
in
Artificial Intelligence in Plain English
Fine-Tuning of Mistral 8X7B LLM in AWS with SQuAD 2 DatasetsBoeing Associate Technical Fellow /Engineer /Scientist /Inventor /Cloud Solution Architect /Software Developer /@ Boeing Global Services
Mar 6
Mar 6
Frank Morales Aguilera
in
Artificial Intelligence in Plain English
Fine-Tuning Mistral-7B with DialogSum Dataset and Flash Attention 2Boeing Associate Technical Fellow /Engineer /Scientist /Inventor /Cloud Solution Architect /Software Developer /@ Boeing Global Services
Mar 9
Mar 9
Frank Morales Aguilera
in
Artificial Intelligence in Plain English
Fine-Tuning LLaMA-2 with DialogSum and Flash Attention 2Boeing Associate Technical Fellow /Engineer /Scientist /Inventor /Cloud Solution Architect /Software Developer /@ Boeing Global Services
Mar 9
Mar 9
Frank Morales Aguilera
in
Artificial Intelligence in Plain English
Fine-Tuning Mistral-7B with SQuAD 2.0Boeing Associate Technical Fellow /Engineer /Scientist /Inventor /Cloud Solution Architect /Software Developer /@ Boeing Global Services
Mar 10
Mar 10
Frank Morales Aguilera
in
The Deep Hub
Fine-Tuning the LLM Mistral-7b for Text-to-SQL with SQL-Create-Context DatasetHow we fine-tuned the LLM Mistral-7b model using the b-mc2/sql-create-context dataset and deployed it on the Hugging Face Hub.
Mar 10
Mar 10
Frank Morales Aguilera
in
Artificial Intelligence in Plain English
Fine-Tuning the LLM Mistral-7b for Dialogue Summarization with DialogSum DatasetFrank Morales Aguilera, BEng, MEng, SMIEEE
Mar 10
Mar 10
Frank Morales Aguilera
in
Artificial Intelligence in Plain English
Fine-Tuning Smaug-72B LLM in AWS with SQuAD 2 Datasets: A Journey into Enhanced Language…Frank Morales Aguilera, BEng, MEng, SMIEEE
Mar 15
Mar 15
Frank Morales Aguilera
in
Artificial Intelligence in Plain English
TorchTune: Simplifying LLM Fine-TuningFrank Morales Aguilera, BEng, MEng, SMIEEE
Apr 27
Apr 27