LLM Experimentation Labs Generative AI Tools

Notebooks, workshops, and interactive environments for exploring LLM capabilities, behavior, and applications through hands-on experimentation. Does NOT include production deployment tools, model merging utilities, or course materials without experimental components.

There are 39 llm experimentation labs tools tracked. 1 score above 50 (established tier). The highest-rated is Sinapsis-AI/sinapsis at 58/100 with 40 stars.

Get all 39 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=generative-ai&subcategory=llm-experimentation-labs&limit=20"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

#	Tool	Score	Tier	Stars	Language
1	Sinapsis-AI/sinapsis Modular and Universal AI	58	Established	40	Python
2	eseckel/ai-for-grant-writing A curated list of resources for using LLMs to develop more competitive grant...	47	Emerging	4,108	Python
3	amruthaa08/Generative_AI_LLMs Generative AI with Large Language Models on Coursera offered by...	38	Emerging	54	Jupyter Notebook
4	futuroptimist/token.place Peer-to-peer generative-AI platform that matches LLM users with volunteers...	36	Emerging	6	Python
5	panyatan/mergekit 🛠️ Merge pre-trained language models efficiently with `mergekit`, using...	36	Emerging	1	Python
6	spatialreasoners/srmbench Benchmarks for generative models from [ICML2025] "Spatial Reasoning with...	34	Emerging	9	Python
7	SatishAdhikari/Generative-AI-with-LLMs Generative AI with Large Language Models (LLMs) - how generative AI works,...	34	Emerging	6	Jupyter Notebook
8	iamaziz/LLMs-guidebook-for-engineers-and-scientists LLMs flashcards for ML/AI Scientists and Engineers.	34	Emerging	10	—
9	UtkarshTheDev/LocalLab LocalLab allows you to easily run Hugging Face AI models locally or on...	31	Emerging	5	Python
10	chrnthnkmutt/slm_dotnet_experiment This repository is used to make the experiment of using small language...	27	Experimental	1	C#
11	janearc/wonder metaprogramming for LLMs and other humans	25	Experimental	3	Python
12	Capital-Ink-Morning-Glory/Assignment-5 The fifth assignment of the course APANPS5560: Post-Training an LLM.	24	Experimental	1	Python
13	sinanuozdemir/odsc-llmops Sinan Ozdemir's ODSC West Workshop: LLMs from Protoype to Production	23	Experimental	14	Jupyter Notebook
14	DVDAGames/kn1ght Research on building a model that only understands Chess notation.	22	Experimental	—	Python
15	gdorleon/AMMA-UQ AMMA-UQ: Adaptive Multi-Modal Attention for Uncertainty Quantification in...	21	Experimental	—	—
16	scthornton/AI-Neural-Networks-LLMs Guide to understand Neural Networks, AI, and LLMs	21	Experimental	3	—
17	afilimonov/model-risk-management Experiments using LLMs for whitepater analysis from the AI ML risk...	20	Experimental	5	Jupyter Notebook
18	davide-abbattista/spamBERT Simple user-friendly webpage for spam classification of email and sms texts...	20	Experimental	6	Python
19	soberbichler/Notebooks4Historical_Newspapers Notebooks that use LLMs to work with historical documents and artefacts	20	Experimental	8	Jupyter Notebook
20	Reppie-io/reppie-lab Demonstrations of real-world Generative AI applications that you can learn...	19	Experimental	3	Python
21	bnarasimha21/gradient-llamaindex-cookbook Cookbook examples for LlamaIndex integrations with DigitalOcean Gradient	19	Experimental	—	Python
22	marco-hening-tallarico/From-a-Point-to-L- From a Point to L∞ How AI uses distance	18	Experimental	1	Jupyter Notebook
23	augurybot3/ainote Collaborate with your favorite LLM directly inside of your Jupyter Notebooks	17	Experimental	1	Python
24	kartik2607/PoC-on-Generative-AI-for-Embedded-Platform-Coding AI chat model that can convert natural language to code i.e., understand...	17	Experimental	1	Python
25	maledorak/llm-experiments Collection of my ideas and experiments with LLMs and other Generative AI models	17	Experimental	1	Python
26	AbdulDD/LLMs-and-Generative-AI Practicing and understanding LLMs and Generative AI	17	Experimental	—	Jupyter Notebook
27	binarybrains-club/LLM-Local El objetivo de este repositorio es democratizar el acceso a tecnologías...	14	Experimental	9	—
28	kgeon1002/quant-fund Open-source quant finance foundation unites trading tools and protocols,...	14	Experimental	—	—
29	KTS-o7/QuantQuipsRevamped A revamped quantquips for financial analysis. Please do own due diligence,...	14	Experimental	—	Python
30	rpigu-i/ai-llm-nlp-support-scripts A collection of NLP and LLMs support scripts, examples and projects	13	Experimental	—	Python
31	Azzedde/ctf_like_llms_challenges A collection of interactive CTF-like challenges featuring fine-tuned LLMs...	12	Experimental	5	—
32	C-Naoki/PLaMo-100B unofficial Python implementation to demonstrate PLaMo-100B	12	Experimental	5	Python
33	fcilli/GenAILLM Welcome to the Fable Land of GenAILLM, wher Generative AI, Machine Learning...	11	Experimental	—	—
34	dg1223/generative-ai_LLM Implementation of LLM to generate Python code that can perform complex...	11	Experimental	—	Python
35	vishnutalanki/qq Quantum Intelligent Oracle	11	Experimental	—	Python
36	alonsosilvaallende/LLMs_Playing_MSNE_Games Codes for the paper "Large Language Models Playing Mixed Strategy Nash...	11	Experimental	—	Jupyter Notebook
37	aastroza/modal-outlines-examples Examples of code that use Outlines to enable structured text generation for...	11	Experimental	—	Jupyter Notebook
38	ranfysvalle02/llm-reasoning-illusion LLM's can't reason.	11	Experimental	3	Python
39	nattaylor/test_drives Learning AI tools one at a time	11	Experimental	—	Python

Comparisons in this category

Generative_AI_LLMs and Generative-AI-with-LLMs (38 vs 34)