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 36 llm experimentation labs tools tracked. 1 score above 50 (established tier). The highest-rated is Sinapsis-AI/sinapsis at 59/100 with 40 stars and 4,281 monthly downloads.

Get all 36 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	59	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	panyatan/mergekit 🛠️ Merge pre-trained language models efficiently with `mergekit`, using...	35	Emerging	1	Python
4	futuroptimist/token.place Peer-to-peer generative-AI platform that matches LLM users with volunteers...	33	Emerging	6	Python
5	amruthaa08/Generative_AI_LLMs Generative AI with Large Language Models on Coursera offered by...	31	Emerging	54	Jupyter Notebook
6	spatialreasoners/srmbench Benchmarks for generative models from [ICML2025] "Spatial Reasoning with...	30	Emerging	9	Python
7	UtkarshTheDev/LocalLab LocalLab allows you to easily run Hugging Face AI models locally or on...	30	Emerging	5	Python
8	SatishAdhikari/Generative-AI-with-LLMs Generative AI with Large Language Models (LLMs) - how generative AI works,...	27	Experimental	6	Jupyter Notebook
9	iamaziz/LLMs-guidebook-for-engineers-and-scientists LLMs flashcards for ML/AI Scientists and Engineers.	27	Experimental	10	—
10	richardsonlima/synapsense SynapSense: Python In-Context Learning for Large Language Models SynapSense...	24	Experimental	2	Python
11	DVDAGames/kn1ght Research on building a model that only understands Chess notation.	22	Experimental	—	Python
12	Capital-Ink-Morning-Glory/Assignment-5 The fifth assignment of the course APANPS5560: Post-Training an LLM.	20	Experimental	1	Python
13	chrnthnkmutt/slm_dotnet_experiment This repository is used to make the experiment of using small language...	20	Experimental	1	C#
14	snsn3/policy-LLM Finetuning an LLM for heavy policy work	20	Experimental	1	HTML
15	gdorleon/AMMA-UQ AMMA-UQ: Adaptive Multi-Modal Attention for Uncertainty Quantification in...	19	Experimental	—	—
16	bnarasimha21/gradient-llamaindex-cookbook Cookbook examples for LlamaIndex integrations with DigitalOcean Gradient	19	Experimental	—	Python
17	janearc/wonder metaprogramming for LLMs and other humans	18	Experimental	3	Python
18	sinanuozdemir/odsc-llmops Sinan Ozdemir's ODSC West Workshop: LLMs from Protoype to Production	16	Experimental	14	Jupyter Notebook
19	AbdulDD/LLMs-and-Generative-AI Practicing and understanding LLMs and Generative AI	15	Experimental	—	Jupyter Notebook
20	dhargopala/xplain Python Library to compute the XPLAIN score for LLM expainability.	14	Experimental	4	Python
21	scthornton/AI-Neural-Networks-LLMs Guide to understand Neural Networks, AI, and LLMs	14	Experimental	3	—
22	kgeon1002/quant-fund Open-source quant finance foundation unites trading tools and protocols,...	14	Experimental	—	—
23	davide-abbattista/spamBERT Simple user-friendly webpage for spam classification of email and sms texts...	13	Experimental	6	Python
24	afilimonov/model-risk-management Experiments using LLMs for whitepater analysis from the AI ML risk...	13	Experimental	5	Jupyter Notebook
25	soberbichler/Notebooks4Historical_Newspapers Notebooks that use LLMs to work with historical documents and artefacts	13	Experimental	8	Jupyter Notebook
26	KTS-o7/QuantQuipsRevamped A revamped quantquips for financial analysis. Please do own due diligence,...	12	Experimental	—	Python
27	marco-hening-tallarico/From-a-Point-to-L- From a Point to L∞ How AI uses distance	12	Experimental	1	Jupyter Notebook
28	Reppie-io/reppie-lab Demonstrations of real-world Generative AI applications that you can learn...	12	Experimental	3	Python
29	G-B-KEVIN-ARJUN/size-precision-slm-bench is it better to run a Tiny Model (2B-4B) at High Precision (FP16/INT8), or a...	12	Experimental	1	Python
30	rpigu-i/ai-llm-nlp-support-scripts A collection of NLP and LLMs support scripts, examples and projects	11	Experimental	—	Python
31	DangShark/Knowledge-Distillation-Qwen2.5 This project proposes a method for distilling knowledge into LLM based on...	11	Experimental	—	Jupyter Notebook
32	MyriamBA/LLM_use_cases A simple collection of LLM apps powered by HuggingFace.	11	Experimental	—	Jupyter Notebook
33	damakes/LLM-LAB Testing Large Language Models and Generative AI for NLP	11	Experimental	—	Jupyter Notebook
34	maledorak/llm-experiments Collection of my ideas and experiments with LLMs and other Generative AI models	10	Experimental	1	Python
35	kartik2607/PoC-on-Generative-AI-for-Embedded-Platform-Coding AI chat model that can convert natural language to code i.e., understand...	10	Experimental	1	Python
36	augurybot3/ainote Collaborate with your favorite LLM directly inside of your Jupyter Notebooks	10	Experimental	1	Python

Comparisons in this category

Generative_AI_LLMs and Generative-AI-with-LLMs (31 vs 27)