Llm Frameworks Libraries Transformer Models

There are 104 llm frameworks libraries models tracked. 3 score above 50 (established tier). The highest-rated is NX-AI/xlstm at 60/100 with 2,124 stars.

Get all 104 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=transformers&subcategory=llm-frameworks-libraries&limit=20"

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

#	Model	Score	Tier	Stars	Language
1	NX-AI/xlstm Official repository of the xLSTM.	60	Established	2,124	Python
2	sinanuozdemir/oreilly-hands-on-gpt-llm Mastering the Art of Scalable and Efficient AI Model Deployment	52	Established	142	Jupyter Notebook
3	DashyDashOrg/pandas-llm Pandas-LLM	51	Established	46	Python
4	wxhcore/bumblecore An LLM training framework built from the ground up, featuring a custom...	49	Emerging	63	Python
5	MiniMax-AI/MiniMax-01 The official repo of MiniMax-Text-01 and MiniMax-VL-01, large-language-model...	48	Emerging	3,363	Python
6	verifai/multiLLM 🚀 Invoke multiple large language models concurrently and the rank results....	46	Emerging	83	Python
7	DUTIR-BioNLP/Taiyi-LLM Taiyi 2, Biomedical LLM, A Bilingual (Chinese and English) Fine-Tuned Large...	46	Emerging	163	Python
8	MiniMax-AI/MiniMax-M1 MiniMax-M1, the world's first open-weight, large-scale hybrid-attention...	46	Emerging	3,115	Python
9	FasterDecoding/Medusa Medusa: Simple Framework for Accelerating LLM Generation with Multiple Decoding Heads	45	Emerging	2,717	Jupyter Notebook
10	TigerResearch/TigerBot TigerBot: A multi-language multi-task LLM	45	Emerging	2,263	Python
11	LinkSoul-AI/Chinese-Llama-2-7b 开源社区第一个能下载、能运行的中文 LLaMA2 模型！	45	Emerging	2,221	Python
12	yuchenlin/LLM-Blender [ACL2023] We introduce LLM-Blender, an innovative ensembling framework to...	44	Emerging	976	Python
13	mbzuai-oryx/MobiLlama [ICLR-2025-SLLM Spotlight 🔥]MobiLlama : Small Language Model tailored for...	44	Emerging	670	Python
14	ContextLab/llm-stylometry LLM-based approach for distinguishing the writings of different authors.	43	Emerging	4	Python
15	deep-diver/llamaduo [ACL'25] Official Code for LlamaDuo: LLMOps Pipeline for Seamless Migration...	43	Emerging	317	Python
16	harleyszhang/llm_note LLM notes, including model inference, transformer model structure, and llm...	42	Emerging	866	Python
17	bilibili/Index-1.9B A lightweight multilingual LLM	42	Emerging	1,014	Python
18	aimclub/FEDOT.LLM LLM-based prototype for nexgen AutoML	42	Emerging	30	Python
19	zai-org/GLM-Edge GLM Series Edge Models	41	Emerging	160	Python
20	stay-leave/enhance_llm 大模型相关实践记录	41	Emerging	158	Python
21	Yeonghun1675/L2M3 Large Language Models Material Miner	41	Emerging	53	Jupyter Notebook
22	aJupyter/ThinkLLM ThinkLLM：🚀 轻量、高效的大语言模型算法实现	40	Emerging	114	Jupyter Notebook
23	laugustyniak/LLM-demo-2-production The set of tools and examples for creating LLM-based solutions from demo to...	40	Emerging	1	Jupyter Notebook
24	amoffat/HeimdaLLM Constrain LLM output	39	Emerging	113	Python
25	chenhan97/TimeLlama The official repo of TimeLlama, an instruction-finetuned Llama2 series that...	38	Emerging	43	Python
26	user1342/Tomato LLM steganography with minimum-entropy coupling - Hiding encrypted messages...	37	Emerging	94	Python
27	huggingface/large_language_model_training_playbook An open collection of implementation tips, tricks and resources for training...	37	Emerging	497	Python
28	DeepLangAI/LingoWhale-8B LingoWhale-8B: Open Bilingual LLMs \| 开源双语预训练大模型	37	Emerging	147	Python
29	weiserlab/TinyLLM Bringing Language Models to the Most Resource Constrained Devices	36	Emerging	50	Python
30	epfl-dlab/llm-latent-language Repo accompanying our paper "Do Llamas Work in English? On the Latent...	36	Emerging	80	Jupyter Notebook
31	hitz-zentroa/whisper-lm Add n-gram and large language model (LLM) support to Whisper models.	35	Emerging	41	Jupyter Notebook
32	robertvacareanu/llm4regression Examining how large language models (LLMs) perform across various synthetic...	35	Emerging	162	Python
33	GURPREETKAURJETHRA/Perfect-LLM-Model-Finder Perfect LLM Model Finder is a tool designed to simplify the overwhelming...	35	Emerging	5	Python
34	Nikityyy/lille A powerful 130-million-parameter model trained from scratch as part of a...	34	Emerging	70	Python
35	zake7749/Kyara [Kaggle-2nd] Lightweight yet Effective Chinese LLM.	33	Emerging	53	Jupyter Notebook
36	InquestGeronimo/tllm An LLM training library for instruction-tuning.	33	Emerging	26	Python
37	HariomJangra/project-lumen A 128M parameter language model built from scratch for learning how large...	33	Emerging	8	Jupyter Notebook
38	kurakurai/Luth Luth is a state-of-the-art series of fine-tuned LLMs for French	33	Emerging	42	Python
39	DrejcPesjak/scaling-monosemanticity-llama Reproducing Scaling Monosemanticity: Extracting Interpretable Features from...	32	Emerging	6	Jupyter Notebook
40	gia-uh/cecilia The Cuban Language Model	32	Emerging	27	TeX
41	mlverse/mall Run multiple LLM predictions against a data frame with R and Python	32	Emerging	120	R
42	longyuewangdcu/Chinese-Llama-2 improve Llama-2's proficiency in comprehension, generation, and translation...	31	Emerging	441	Python
43	wassemgtk/llm.scala Extensible implementation of a Language Model (LLM) training framework in Scala.	31	Emerging	34	Scala
44	Sharukesh3/LLM-for-hydrogen-storage The LARGE LANGUAGE MODEL FOR HYDROGEN STORAGE project uses advanced natural...	31	Emerging	2	Jupyter Notebook
45	NikolasMarkou/fsm_llm A Finite State Machine hybrid with Large Language Models	30	Emerging	13	Python
46	Kuberwastaken/MiniLMs A research project focused on studying and implementing minimalist language...	30	Emerging	7	Jupyter Notebook
47	GAIR-NLP/abel SOTA Math Opensource LLM	30	Emerging	335	Python
48	piotrmaciejbednarski/pllum-cookbook This repository contains example Jupyter notebooks demonstrating how to use...	30	Emerging	2	Jupyter Notebook
49	neerajtiwari360/understand_LLM A comprehensive guide and tools for running large language models (LLMs) on...	30	Emerging	1	Jupyter Notebook
50	HySonLab/LANTERN LANTERN: Leveraging Large Language Models And Transformer For Enhanced...	30	Emerging	2	Python
51	yeasy/llm_internals 深入剖析大语言模型架构、原理到训练部署 \| How LLM works, including Design, Architecture and...	30	Emerging	6	—
52	mohrez86/pyllmut A research-based LLM-driven mutant generator library for Python	29	Experimental	2	Python
53	corl-team/lime Official implementation of the paper "You Do Not Fully Utilize Transformer's...	29	Experimental	32	Python
54	YEthYuan/mini-Llama2 Mini-LLaMA2: A Compact Implementation of LLaMA2	29	Experimental	7	Python
55	hpcaitech/Elixir Elixir: Train a Large Language Model on a Small GPU Cluster	29	Experimental	15	Python
56	D3soros/nanoAI-zoo 🧠 Explore lightweight AI models across CV, LLM, VLM, and Generative AI for...	28	Experimental	2	Python
57	SJTU-IPADS/Bamboo Bamboo-7B Large Language Model	28	Experimental	93	—
58	algunion/UniLM.jl UniLM.jl: Currently a Julia interface for OpenAI's (+Azure) language models,...	27	Experimental	1	Julia
59	Jagoul/BLEND This repository contains the official implementation of BLEND, a novel...	26	Experimental	1	Python
60	caesarnine/llm-experiments Playing around with LLMs	25	Experimental	8	Python
61	scienceetonnante/eiffel-tower-llama Let's try to reproduce the Golden Gate Claude demo, but using open-source...	25	Experimental	19	Python
62	steelonion/Monkeys-with-Novelwriters use llm to write novel 使用大模型的小说写作框架	23	Experimental	2	Python
63	cmavro/PackLLM Pack of LLMs: Model Fusion at Test-Time via Perplexity Optimization	23	Experimental	14	Python
64	Scr44gr/elelems A very, very, very simple SLM. I'm just learning.	23	Experimental	2	Python
65	SharathHebbar/Model-Sharding Sharding Large Language Models for loading them efficiently in lesser RAM	23	Experimental	4	Jupyter Notebook
66	Neilblaze/LMPool Personal hub of LM implementations, NLP experiments, and inference workflows 🛠️	22	Experimental	—	Jupyter Notebook
67	DNGros/lmwrapper_OLD An object-oriented wrapper around language models. Moved to...	22	Experimental	2	Python
68	machinelearningzuu/LLM-in-Production Welcome to the "LLM in Production" repository! This project aims to provide...	22	Experimental	6	Jupyter Notebook
69	HishamAlyahya/PyLLM Leverage Large Language Models to generate and execute code dynamically...	22	Experimental	17	Python
70	KompleteAI/xllm 🦖 X—LLM: Simple & Cutting Edge LLM Finetuning	21	Experimental	12	Python
71	RapidAI/LLM-DOC 大模型研究院资料馆	21	Experimental	7	—
72	adimis-ai/Large-Language-Model-LLM-Wrapper-from-Scratch-using-Openai-models The LLM (Language Model) Wrapper is a versatile tool designed to interact...	21	Experimental	7	Jupyter Notebook
73	gameofdimension/seven8wen 大语言模型高效微调	21	Experimental	1	Jupyter Notebook
74	groloch/LocalLlm Drop-in and advanced solutions to experiment with open source LLM !	20	Experimental	8	Python
75	quentinwendegass/tiny-llm Research project for LLMs	20	Experimental	6	Python
76	Xhst/ml-record-linkage Unstructured Record Linkage using Siamese Networks and Large Language Models...	20	Experimental	6	Python
77	jhuapl-fomo/ralf A lightweight library to support the development of applications using LLMs	20	Experimental	5	Python
78	JLX0/llm-automl Automate machine learning tasks at the code level with LLMs and autoML \|...	20	Experimental	5	—
79	Iro96/tinyllm An LLM model with 10 million parameters was designed for research purposes.	19	Experimental	1	Python
80	shayanAthif/LLM-for-hydrogen-storage The LARGE LANGUAGE MODEL FOR HYDROGEN STORAGE project uses advanced natural...	19	Experimental	1	Jupyter Notebook
81	Isaac-To/Researcher Extending LLMs to search online for resources!	19	Experimental	1	Jupyter Notebook
82	MikiTwenty/belso Better LLMs Structured Outputs - A useful python package!	19	Experimental	5	Python
83	LiguseCorp/rrrLLM-generator Rare Refusal-Reply LLM generator. Aimed at generating a new model based on...	19	Experimental	4	Python
84	azygadlo/LLM-catalog Majority of the Large Language Models summarized in a table. From the...	19	Experimental	14	—
85	di37/LLM-Load-Unload-Ollama This is a simple demonstration to show how to keep an LLM loaded for...	19	Experimental	13	Jupyter Notebook
86	BlocTheWorker/llm-modding-guide A general guide for modders who want to use LLM to mod their favorite games	18	Experimental	2	—
87	anto18671/lumenspark2 Lumenspark2 is the second-generation implementation of Lumenspark, a...	18	Experimental	1	Python
88	Ashwin3919/OpenSLM Plug-and-play experimentation platform for small language models (SLM). 8...	18	Experimental	2	Jupyter Notebook
89	llmprogram/llmprogram LLMProgram is a Python package that provides a structured and powerful way...	18	Experimental	1	Python
90	smaranjitghose/liteLLM Multi LLM Integration with LiteLLM and Ollama	18	Experimental	2	Jupyter Notebook
91	SaPhyoThuHtet/llm-hub Resources, and Pratical Codes (using llm, fine tuning llm, and training...	18	Experimental	2	—
92	BenardKemp/6SigmaMindV3 6SigmaMind Model Comparison: SmolLM-1.7B vs Qwen-1.5B vs DeepSeek R1 — Which...	17	Experimental	—	Jupyter Notebook
93	AstroQuantumphysicist/LMMpy LLMpy is a package that allows to easily create advanced Large Language Models.	17	Experimental	1	Python
94	KENTHD8mg/FLM 大语言模型技术基础之破晓	17	Experimental	1	—
95	0JCRG0/LLMOps-101 An open-source guide to LLMOps, blending theory and practice for deploying...	17	Experimental	1	Jupyter Notebook
96	awab-ml/LLM-Compiler LLM-Compiler is an architecture that improves LLM task execution by...	17	Experimental	5	Python
97	amoghj98/neuroLIFT This repository contains code associated with Neuro-LIFT: A Neuromorphic,...	15	Experimental	10	Python
98	FromZeroToFanatic/LLM_Practical_Implementation_Demo1 大模型实战学习路线阶段1：大模型技术总览（必备基础）与实战	14	Experimental	13	Jupyter Notebook
99	SaaranshDx/TinyLM TinyML v1 — 3.1M-parameter AI, no frameworks, fully from scratch.	13	Experimental	2	Python
100	csw314/Local-LLM Local-LLM is a lightweight Python library for running open-source language...	12	Experimental	1	Python
101	nemozen/am-llm Amharic Large Language Model	12	Experimental	8	Python
102	FromZeroToFanatic/LLM_Practical_Implementation_Demo2 大模型实战学习路线阶段2：大模型部署实战（手把手带你完成开源大模型的部署搭建）与实战	12	Experimental	4	Python
103	Psyiantist/LaceDL This repo is for downloading the Lace App	11	Experimental	—	—
104	JSALT2024/LLMrephrase Text enrichment using GPT-3.5/4o, Llama3-8B, Llama3-70B, Claude3.5, Gemini	11	Experimental	—	Jupyter Notebook

Comparisons in this category

MiniMax-01 and MiniMax-M1 (48 vs 46)