https://openreview.net/forum?id=THPjMr2r0S
Revisiting Zeroth-Order Optimization for Memory-Efficient LLM Fine-Tuning: A Benchmark | OpenReview
In the evolving landscape of natural language processing (NLP), fine-tuning pre-trained Large Language Models (LLMs) with first-order (FO) optimizers like SGD...
llm fine tuning
https://openreview.net/forum?id=k7ytptAaDN
Token-level Data Selection for Safe LLM Fine-tuning | OpenReview
Fine-tuning large language models (LLMs) on custom datasets has become a standard approach for adapting these models to specific domains and applications....
llm fine tuningdata selectiontokenlevelsafe
https://www.analyticsvidhya.com/blog/2024/04/pytorch-introduces-torchtune-simplifying-llm-fine-tuning/
PyTorch Introduces torchtune: Simplifying LLM Fine-Tuning
pytorchintroducessimplifyingllmfine
https://dev.to/maximsaplin/fine-tuning-llm-on-a-laptop-vram-shared-memory-gpu-load-performance-4agj
Fine-tuning LLM on a laptop: VRAM - Shared Memory - GPU Load - Performance - DEV Community
I have been playing with Supervised Fine Tuning and LORA using my laptop with NVIDIA RTX 4060 8GB.... Tagged with ai, machinelearning, genai, programming.
https://arxiv.org/abs/2506.05346
[2506.05346] Why LLM Safety Guardrails Collapse After Fine-tuning: A Similarity Analysis Between...
Abstract page for arXiv paper 2506.05346: Why LLM Safety Guardrails Collapse After Fine-tuning: A Similarity Analysis Between Alignment and Fine-tuning Datasets
https://www.analyticsvidhya.com/blog/2025/08/memento-guide/
Memento: Continuous Learning for LLM Agent Without Fine-Tuning
Aug 29, 2025 - Stop fine-tuning LLMs. Memento is a new framework that gives LLM agents a human-like memory for continuous learning. Discover how it works.
continuous learningfor llmmementoagentwithout
https://www.coursera.org/de-DE/specializations/llm-engineering-prompting-fine-tuning-optimization-rag
LLM Engineering: Prompting, Fine-Tuning, Optimization & RAG | Coursera
Angeboten von Edureka. Learn LLM Engineering with Prompting to RAG. Master prompts, fine-tuning, optimization, and RAG to build reliable, ... Kostenlos...
fine tuningllmengineeringpromptingoptimization
https://www.w3it.us/
W3IT | Managed Technology Services, AI- LLM Hosting Fine-Tuning, VOIP PBX, Consulting, Bryan,...
W3 IT Solutions delivers managed IT services tailored for businesses of all sizes. From cybersecurity and cloud solutions to VoIP and 24/7 IT support, we...
managed technology services
https://openreview.net/forum?id=qBfeoNi3Ja
Supervised Fine-Tuning on Ambiguous Preference Pairs Boosts LLM Alignment | OpenReview
Preference learning constitutes a fundamental component in aligning large language models (LLMs) with human values and ethical expectations, where the quality...
fine tuningsupervisedambiguous