Statistics for Top 100 Results
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1
Fine-tuning large language models (LLMs) in 2025 - SuperAnnotate
https://www.superannotate.com/blog/llm-fine-tuning
2
How to fine-tune open LLMs in 2025 with Hugging Face - Philschmid
https://www.philschmid.de/fine-tune-llms-in-2025
3
The Fine-Tuning Landscape in 2025: A Comprehensive Analysis
https://medium.com/%40pradeepdas/the-fine-tuning-landscape-in-2025-a-comprehensive-analysis-d650d24bed97
4
Why You Should Not Fine-Tune Models in 2025 - EclipseSource
https://eclipsesource.com/blogs/2025/05/08/why-not-fine-tune-llms/
5
LLM Fine-Tuning Powered by Industry Experts (2025 Edition)
https://mindy-support.com/news-post/fine-tuning-large-language-models-llms-in-2025/
7
Fine-Tuning LLMs: A Guide With Examples - DataCamp
https://www.datacamp.com/tutorial/fine-tuning-large-language-models
8
LLMs: Fine-tuning, distillation, and prompt engineering
https://developers.google.com/machine-learning/crash-course/llm/tuning
9
Fine-tuning large language models for domain adaptation - Nature
https://www.nature.com/articles/s41524-025-01564-y
10
Fine-Tuning LLMs in 2025: Techniques, Trade-offs, and Use Cases
https://pub.towardsai.net/fine-tuning-llms-in-2025-techniques-trade-offs-and-use-cases-e0775a03c015
11
Fine-Tuning Large Language Models for Specialized Use Cases
https://www.sciencedirect.com/science/article/pii/S2949761224001147
12
How to Fine-Tune LLM (Large Language Models) in 2025 - SCAND
https://scand.com/company/blog/fine-tuning-large-language-models/
13
Fine-tuning LLMs with user-level differential privacy
https://research.google/blog/fine-tuning-llms-with-user-level-differential-privacy/
14
Fine-Tuning LLMs in 2025: Is Retrieval-Augmented Generation the ...
https://medium.com/womenintechnology/fine-tuning-llms-in-2025-is-retrieval-augmented-generation-the-better-bet-94d4e274fbe1
15
Ultimate Guide to LLM Fine-tuning 2025 - Rapid Innovation
https://www.rapidinnovation.io/post/fine-tuning-large-language-models-llms
16
Fine-Tuning Open LLMs in 2025 with Hugging Face - Cubed
https://blog.cubed.run/fine-tuning-open-llms-in-2025-with-hugging-face-c7ad75efabab
17
LLM Fine-Tuning Guide for Enterprises in 2025 - Research AIMultiple
https://research.aimultiple.com/llm-fine-tuning/
18
Top 10 open source LLMs for 2025 - NetApp Instaclustr
https://www.instaclustr.com/education/open-source-ai/top-10-open-source-llms-for-2025/
19
Fine-Tuning Large Language Models - Analytics Vidhya
https://www.analyticsvidhya.com/blog/2023/08/fine-tuning-large-language-models/
20
Fine-Tune LLMs for NLP - Pronod Bharatiya's Blog
https://data-intelligence.hashnode.dev/fine-tuning-llms-nlp-open-source-tools-guide
21
Advanced Techniques for LLM Fine-Tuning in 2025 - Ubiai
https://ubiai.tools/advanced-techniques-for-finetuning-large-language-modelsllms-in-2024/
23
Fine-Tuning Strategies for Large Language Models (LLMs) - LinkedIn
https://www.linkedin.com/pulse/fine-tuning-strategies-large-language-models-llms-madan-agrawal-pr97f
24
Fine-Tuning Large Language Models for Specialized Use Cases
https://pubmed.ncbi.nlm.nih.gov/40206998/
25
Top LLM Fine-Tuning Tools in 2025 - Abaka AI
https://www.abaka.ai/ja/blog/llm-fine-tuning-tools?page=1
26
A Survey on Federated Fine-tuning of Large Language Models - arXiv
https://arxiv.org/abs/2503.12016
27
Fine-Tuning LLMs: Overview, Methods, and Best Practices - Turing
https://www.turing.com/resources/finetuning-large-language-models
28
Semi-supervised Fine-tuning for Large Language Models - ACL ...
https://aclanthology.org/2025.findings-naacl.151/
29
Fine-Tuning Large Language Models: A Primer | TELUS Digital
https://www.telusdigital.com/insights/ai-data/article/fine-tuning-llms
30
HFT: Half Fine-Tuning for Large Language Models - OpenReview
https://openreview.net/forum?id=WzgcreQaNV
31
A brief summary of language model finetuning - Stack Overflow
https://stackoverflow.blog/2024/10/31/a-brief-summary-of-language-model-finetuning/
32
LLM Fine-Tuning: Concepts, Opportunities, and Challenges - MDPI
https://www.mdpi.com/2504-2289/9/4/87
33
Fine-tuning Large Language Models (LLMs) For 2025 - Dataconomy
https://dataconomy.com/2024/11/11/fine-tuning-large-language-models-llms-2025/
34
Fine-tuning large language models for improved health ...
https://www.sciencedirect.com/science/article/pii/S0169260725000720
35
Fine Tuning Open Source Large Language Models - UT iSchool
https://ischool.utexas.edu/programs/course-offerings/inf-385t-fine-tuning-open-source-large-language-models
36
Fine-Tuning Large Language Models (LLMs) in Python - Codecademy
https://www.codecademy.com/article/fine-tuning-large-language-models-llms-in-python
37
Fine-Tuning Large Language Models for Specialized Use Cases
https://www.scribd.com/document/832580810/Fine-Tuning-Large-Language-Models-for-Specialized-Use-Cases-2025
38
Fine-Tuning LLMs with Medical Data: Can Safety Be Ensured?
https://ai.nejm.org/doi/abs/10.1056/AIcs2400390
39
Domain adaptation in 2025 - Fine-tuning v.s RAG/GraphRAG - Reddit
https://www.reddit.com/r/LocalLLaMA/comments/1kihst0/domain_adaptation_in_2025_finetuning_vs/
40
Finetuning in large language models - Oracle Blogs
https://blogs.oracle.com/ai-and-datascience/post/finetuning-in-large-language-models
41
Fine-Tuning Large Language Models: Unlocking Their Full Potential
https://techstrong.ai/machine-deep-learning/fine-tuning-large-language-models-unlocking-their-full-potential/
42
Fine-Tuning Large Language Models (LLMs)- Explained - Eventbrite
https://www.eventbrite.com/e/fine-tuning-large-language-models-llms-explained-tickets-1144140056709
43
How to fine-tune large language models for enterprise use cases
https://snorkel.ai/blog/how-to-fine-tune-large-language-models-for-enterprise-use-cases/
44
The Executive's Guide to Fine-Tuning Large Language Models
https://www.linkedin.com/pulse/executives-guide-fine-tuning-large-language-models-value-huczynski-rlibf
45
Finetuning Large Language Models (LLMs) - Analytics Vidhya
https://www.analyticsvidhya.com/blog/2023/08/finetuning-large-language-models-llms/
46
2025 Fine Tuning LLM with Hugging Face Transformers for NLP
https://www.udemy.com/course/fine-tuning-llm-with-hugging-face-transformers/?srsltid=AfmBOooE5MR64rTva-RMcmkN60A3sPpFEjtSC6tXHTbXxMjHU5CijGde
47
Everything you need to know about Fine-tuning and Merging LLMs
https://www.youtube.com/watch?v=uLrOI65XbDw
48
How to Fine-Tune Any Large Language Model (LLM) - Towards AI
https://pub.towardsai.net/how-to-fine-tune-any-large-language-model-llm-822182bbce6f
49
A Hands-On Guide to Fine-Tuning Large Language Models with ...
https://www.amazon.com/Hands-Fine-Tuning-Language-PyTorch-Hugging/dp/B0DV4H7YW2
50
How do you actually fine-tune a LLM on your own data? - Reddit
https://www.reddit.com/r/LocalLLaMA/comments/1fm59kg/how_do_you_actually_finetune_a_llm_on_your_own/
51
Fine-Tuning Large Language Models (LLMs) - Packt
https://www.packtpub.com/en-us/learning/how-to-tutorials/fine-tuning-large-language-models-llms?srsltid=AfmBOopckKT4F7wIgXHQAbXociojVPGgzerXJJ8X6b6clhSA8UWGrT3d
52
Large Language Models: What You Need to Know in 2025
https://hatchworks.com/blog/gen-ai/large-language-models-guide/
54
Supercharging AI with Quantum Computing - IonQ
https://ionq.com/blog/supercharging-ai-with-quantum-computing-quantum-enhanced-large-language
55
Fine-Tuning LLMs for Rare Event Data Generation - Newline.co
https://www.newline.co/%40zaoyang/fine-tuning-llms-for-rare-event-data-generation--da8815ab
56
The Roadmap for Mastering Language Models in 2025
https://machinelearningmastery.com/the-roadmap-for-mastering-language-models-in-2025/
58
instructlab.ai Uses Synthetic Data to Reduce Complexity of Fine ...
https://www.infoq.com/news/2025/03/llm-finetuning-synthetic-data/
59
Fine-Tuning LLMs for Text Classification (In-person) 9/3/2025
https://planitpurple.northwestern.edu/event/629198
60
Exploring Parameter-Efficient Fine-Tuning Techniques for Code ...
https://dl.acm.org/doi/10.1145/3714461
62
A Comprehensive Guide to Concepts in Fine-Tuning of Large ...
https://www.marktechpost.com/2025/01/28/a-comprehensive-guide-to-concepts-in-fine-tuning-of-large-language-models-llms/
63
fine-tune-llms-in-2025.ipynb - GitHub
https://github.com/philschmid/deep-learning-pytorch-huggingface/blob/main/training/fine-tune-llms-in-2025.ipynb
64
Large Language Models (LLMs): How to Fine-Tune Them to Reduce ...
https://www.designveloper.com/blog/large-language-models/
65
What Are Large Language Models (LLMs)? - IBM
https://www.ibm.com/think/topics/large-language-models
66
[PDF] AI Privacy Risks & Mitigations – Large Language Models (LLMs)
https://www.edpb.europa.eu/system/files/2025-04/ai-privacy-risks-and-mitigations-in-llms.pdf
67
LLM Fine Tuning Methods: Standard & Enhanced - Label Your Data
https://labelyourdata.com/articles/llm-fine-tuning/llm-fine-tuning-methods
68
Fine-Tuning & Small Language Models - Blog - Prem AI
https://blog.premai.io/fine-tuning-small-language-models/
69
Fine‑Tuning Large Language Models: A Fun Guide | by Hemanth Raju
https://ai.plainenglish.io/fine-tuning-large-language-models-a-fun-guide-349ef8705780
70
Comprehensive Fine-Tuning Large Language Models of Code for ...
https://www.computer.org/csdl/journal/ts/2025/04/10850625/23JRRS5wCJO
71
When to Finetune vs Use RAG for LLMs | Exxact Blog
https://www.exxactcorp.com/blog/deep-learning/finetune-vs-use-rag-for-llms
72
Learn How to Finetune Large Language Models in Under 2 Hours
https://www.coursera.org/projects/finetuning-large-language-models-project
73
fine-tuning large language models insurance AI - Roots Automation
https://www.roots.ai/blog/what-is-fine-tuning-large-language-models-why-matter-insurance-ai
74
Fine-Tuning Large Language Models for Task Specific Data
https://ieeexplore.ieee.org/document/10730913/
76
Fine-tuning Large Language Models (LLMs) | w/ Example Code
https://www.youtube.com/watch?v=eC6Hd1hFvos
77
Fine-tuning LLMs for AI Accuracy and Effectiveness - Shelf.io
https://shelf.io/blog/fine-tuning-llms-for-ai-accuracy-and-effectiveness/
78
[PDF] Fine-Tuning of Large Language Models - planet ai
https://planet-ai.com/wp-content/uploads/2025/04/White_Paper_PLANET-AI_EN_LLM_FineTuning_Apr25.pdf
79
Understand LLM Supervised Fine Tuning and Related InfoSec Risks
https://www.iansresearch.com/what-we-do/events/webinars/details/2025/03/12/2025-webinars/2025-march-webinar--understand-llm-supervised-fine-tuning-and-related-infosec-risks
80
Cisco Warns: Fine-tuning turns LLMs into threat vectors | VentureBeat
https://venturebeat.com/ai/cisco-warns-fine-tuning-turns-llms-into-threat-vectorsstructure/
81
Large Language Models for Text Classification: From Zero-Shot ...
https://journals.sagepub.com/doi/10.1177/00491241251325243
82
Fine-Tuning Large Language Models for Business Applications
https://www.valprovia.com/en/blog/fine-tuning-large-language-models-for-business-applications
83
How to fine-tune a large language model (LLM) | Generative-AI
https://wandb.ai/byyoung3/Generative-AI/reports/How-to-fine-tune-a-large-language-model-LLM---VmlldzoxMDU2NTg4Mw
84
Fine-Tuning LLMs with Translation Memories Boosts Accuracy and ...
https://slator.com/fine-tuning-llms-with-translation-memories-boosts-accuracy-and-cuts-costs/
85
Guide on How to Fine-Tune Large Language Models (LLMs)
https://www.mygreatlearning.com/blog/what-is-fine-tuning/
86
Continued Fine-tuning of LLMs: A Technical Deep Dive - Together AI
https://www.together.ai/blog/continued-fine-tuning
87
8 best large language models for 2025 - Educative.io
https://www.educative.io/blog/best-large-language-models
88
Top 11 Tools and Practices for Fine-Tuning Large Language Models ...
https://www.edenai.co/post/top-10-tools-and-practices-for-fine-tuning-large-language-models-llms
89
25 of the best large language models in 2025 - TechTarget
https://www.techtarget.com/whatis/feature/12-of-the-best-large-language-models
91
Unveiling the Impact of Coding Data Instruction Fine-Tuning on ...
https://ojs.aaai.org/index.php/AAAI/article/view/34789
93
Fine-tuning LLMs | Thoughtworks Australia
https://www.thoughtworks.com/en-au/insights/decoder/f/fine-tuning-llms
94
Parameter-efficient fine-tuning of large language models using ...
https://www.nature.com/articles/s41598-024-75599-4
95
Finetuning LLMs for Comparative Assessment Tasks - ACL Anthology
https://aclanthology.org/2025.coling-main.225/
96
Fine tunning Large Language Language Models LLMs in 2024
https://asmiritierainteriors.com/fine-tunning-large-language-language-models-llms/
97
The Power of Fine-Tuning on Your Data: Quick Fixing Bugs with ...
https://www.databricks.com/blog/power-fine-tuning-your-data-quick-fixing-bugs-llms-never-ending-learning-nel
98
Fine-Tuning Large Language Models for Graph RAG-5 Indexing
https://www.dataworkz.com/blog/fine-tuning-a-llm-to-index-graph-rag-5/
99
Large Language Models, From Zero to Fine-Tuning - ADaSci
https://adasci.org/large-language-models-from-zero-to-fine-tuning/