Llm Fine Tuning Frameworks Transformer Models

There are 27 llm fine tuning frameworks models tracked. 1 score above 50 (established tier). The highest-rated is explosion/spacy-llm at 53/100 with 1,367 stars.

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#	Model	Score	Tier	Stars	Language
1	explosion/spacy-llm 🦙 Integrating LLMs into structured NLP pipelines	53	Established	1,367	Python
2	Lamorati92/LLMs-from-scratch 📚 Build and train your own GPT-like Large Language Model from scratch with...	39	Emerging	2	Jupyter Notebook
3	StevenRice99/LLM-IK LLM-IK: Solving Inverse Kinematics using Large Language Models	39	Emerging	7	Python
4	ES7/Introduction-to-LLMs In this repository I have explained the application of Large Language Models...	32	Emerging	4	Jupyter Notebook
5	AJAkil/LLMalMorph This repository contain the tool LLMalMorph, a semi automated tool that...	31	Emerging	6	Python
6	cambridgeltl/sail-bli Self-Augmented In-Context Learning for Unsupervised Word Translation (ACL...	31	Emerging	4	Python
7	Fisseha-Estifanos/LLM-API A repository to demonstrate some of the concepts behind large language...	30	Emerging	6	Jupyter Notebook
8	LazerLambda/Promptzl Turn LLMs into zero-shot PyTorch classifiers!	30	Emerging	9	Python
9	ksm26/Improving-Accuracy-of-LLM-Applications The course equips developers with techniques to enhance the reliability of...	26	Experimental	4	Jupyter Notebook
10	Uranarc/Disentanglement Comparative NLP study: BERTopic vs. Llama 3 for conversation...	24	Experimental	—	Jupyter Notebook
11	RDrahul123/LLMs A free, practical course on LLMs — Prompt Engineering, APIs, RAG, and Fine-Tuning.	23	Experimental	1	Python
12	mohamedshameem-dev/Review_Classification_Engine Batch-optimized LLM-based automated customer review classification and...	22	Experimental	1	Python
13	M4T1SS3/DeltaLoop Continuous fine-tuning layer that converts AI agent logs into LoRA adapters.	22	Experimental	3	Python
14	SangiSI/llm-foundations-and-systems Structured repository covering LLM foundations, fine-tuning workflows,...	21	Experimental	2	Jupyter Notebook
15	siddish-reddy/amul-pun-finetuned_llm_sdxl hackathon experiment pre nano banana imagen models	21	Experimental	1	Jupyter Notebook
16	karan51ngh/LocalLLMtextClassification This project implements a text classification system powered by Large...	20	Experimental	3	Python
17	itsDaiton/masters-thesis Exploration and Comparison of Transformers for Image Classification.	20	Experimental	2	Jupyter Notebook
18	sreekanthpogula/Complete-LLM-Fine-Tuning A comprehensive guide and codebase for fine-tuning Large Language Models...	19	Experimental	2	Jupyter Notebook
19	manzoorali29/RE-LLM-Papers [Paper List] Papers using LLMs for any type of relation extraction/classification	18	Experimental	2	—
20	StevenRice99/LLM-Forecast LLM-Forecast: A Novel Hybrid Forecasting Methodology Integrating ARIMA and...	17	Experimental	—	Python
21	Fedefilice/Road-hazard-map My thesis project: Comparison of LLM and Transformer models for the...	17	Experimental	—	Python
22	aycaaktas/TextClassificationUsingLLMandMLTechniques Text classification project comparing Llama-3 LLM and traditional ML methods...	16	Experimental	1	Python
23	saadtariq-learning/llms_with_google_cloud Leveraged the power of Google Cloud's Vertex AI platform to develop advanced...	14	Experimental	1	Jupyter Notebook
24	Rita-Yixuan-Wang/llm_for_policy_intelligence A lightweight LLM-based pipeline for few-shot classification of U.S. policy...	13	Experimental	—	Jupyter Notebook
25	parklize/LLM4SPARQL2Q Repository of ESWC'25 poster "Expoloring the Underlying Questions of SPARQL...	11	Experimental	1	Python
26	Samarth4023/Llama-API 🦙 Llama - Welcome to the Llama-API repository! This repository is dedicated...	11	Experimental	3	Jupyter Notebook
27	asabade/optimizing-llms Code and experiments for optimizing LLMs with fine-tuning, prompt...	10	Experimental	1	Jupyter Notebook