Llm Frameworks Libraries Transformer Models

There are 50 llm frameworks libraries models tracked. 1 score above 50 (established tier). The highest-rated is NX-AI/xlstm at 63/100 with 2,124 stars and 13,574 monthly downloads.

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#	Model	Score	Tier	Stars	Language
1	NX-AI/xlstm Official repository of the xLSTM.	63	Established	2,124	Python
2	DashyDashOrg/pandas-llm Pandas-LLM	49	Emerging	46	Python
3	MiniMax-AI/MiniMax-01 The official repo of MiniMax-Text-01 and MiniMax-VL-01, large-language-model...	48	Emerging	3,363	Python
4	MiniMax-AI/MiniMax-M1 MiniMax-M1, the world's first open-weight, large-scale hybrid-attention...	46	Emerging	3,115	Python
5	wxhcore/bumblecore An LLM training framework built from the ground up, featuring a custom...	45	Emerging	63	Python
6	sinanuozdemir/oreilly-hands-on-gpt-llm Mastering the Art of Scalable and Efficient AI Model Deployment	45	Emerging	142	Jupyter Notebook
7	FasterDecoding/Medusa Medusa: Simple Framework for Accelerating LLM Generation with Multiple Decoding Heads	45	Emerging	2,717	Jupyter Notebook
8	DUTIR-BioNLP/Taiyi-LLM Taiyi 2, Biomedical LLM, A Bilingual (Chinese and English) Fine-Tuned Large...	39	Emerging	163	Python
9	verifai/multiLLM 🚀 Invoke multiple large language models concurrently and the rank results....	39	Emerging	83	Python
10	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！	38	Emerging	2,221	Python
11	TigerResearch/TigerBot TigerBot: A multi-language multi-task LLM	38	Emerging	2,263	Python
12	mbzuai-oryx/MobiLlama [ICLR-2025-SLLM Spotlight 🔥]MobiLlama : Small Language Model tailored for...	37	Emerging	670	Python
13	yuchenlin/LLM-Blender [ACL2023] We introduce LLM-Blender, an innovative ensembling framework to...	37	Emerging	976	Python
14	deep-diver/llamaduo [ACL'25] Official Code for LlamaDuo: LLMOps Pipeline for Seamless Migration...	36	Emerging	317	Python
15	stay-leave/enhance_llm 大模型相关实践记录	36	Emerging	158	Python
16	aimclub/FEDOT.LLM LLM-based prototype for nexgen AutoML	35	Emerging	30	Python
17	harleyszhang/llm_note LLM notes, including model inference, transformer model structure, and llm...	35	Emerging	866	Python
18	bilibili/Index-1.9B A lightweight multilingual LLM	35	Emerging	1,014	Python
19	zai-org/GLM-Edge GLM Series Edge Models	34	Emerging	160	Python
20	Yeonghun1675/L2M3 Large Language Models Material Miner	34	Emerging	53	Jupyter Notebook
21	aJupyter/ThinkLLM ThinkLLM：🚀 轻量、高效的大语言模型算法实现	33	Emerging	114	Jupyter Notebook
22	amoffat/HeimdaLLM Constrain LLM output	32	Emerging	113	Python
23	robertvacareanu/llm4regression Examining how large language models (LLMs) perform across various synthetic...	32	Emerging	162	Python
24	kurakurai/Luth Luth is a state-of-the-art series of fine-tuned LLMs for French	31	Emerging	42	Python
25	chenhan97/TimeLlama The official repo of TimeLlama, an instruction-finetuned Llama2 series that...	31	Emerging	43	Python
26	user1342/Tomato LLM steganography with minimum-entropy coupling - Hiding encrypted messages...	30	Emerging	94	Python
27	DeepLangAI/LingoWhale-8B LingoWhale-8B: Open Bilingual LLMs \| 开源双语预训练大模型	30	Emerging	147	Python
28	huggingface/large_language_model_training_playbook An open collection of implementation tips, tricks and resources for training...	30	Emerging	497	Python
29	weiserlab/TinyLLM Bringing Language Models to the Most Resource Constrained Devices	29	Experimental	50	Python
30	epfl-dlab/llm-latent-language Repo accompanying our paper "Do Llamas Work in English? On the Latent...	29	Experimental	80	Jupyter Notebook
31	hitz-zentroa/whisper-lm Add n-gram and large language model (LLM) support to Whisper models.	28	Experimental	41	Jupyter Notebook
32	Nikityyy/lille A powerful 130-million-parameter model trained from scratch as part of a...	28	Experimental	70	Python
33	NikolasMarkou/fsm_llm A Finite State Machine hybrid with Large Language Models	27	Experimental	13	Python
34	InquestGeronimo/tllm An LLM training library for instruction-tuning.	26	Experimental	26	Python
35	zake7749/Kyara [Kaggle-2nd] Lightweight yet Effective Chinese LLM.	26	Experimental	53	Jupyter Notebook
36	gia-uh/cecilia The Cuban Language Model	26	Experimental	27	TeX
37	mlverse/mall Run multiple LLM predictions against a data frame with R and Python	25	Experimental	120	R
38	longyuewangdcu/Chinese-Llama-2 improve Llama-2's proficiency in comprehension, generation, and translation...	24	Experimental	441	Python
39	wassemgtk/llm.scala Extensible implementation of a Language Model (LLM) training framework in Scala.	24	Experimental	34	Scala
40	GAIR-NLP/abel SOTA Math Opensource LLM	23	Experimental	335	Python
41	hpcaitech/Elixir Elixir: Train a Large Language Model on a Small GPU Cluster	22	Experimental	15	Python
42	corl-team/lime Official implementation of the paper "You Do Not Fully Utilize Transformer's...	22	Experimental	32	Python
43	scienceetonnante/eiffel-tower-llama Let's try to reproduce the Golden Gate Claude demo, but using open-source...	21	Experimental	19	Python
44	SJTU-IPADS/Bamboo Bamboo-7B Large Language Model	21	Experimental	93	—
45	cmavro/PackLLM Pack of LLMs: Model Fusion at Test-Time via Perplexity Optimization	16	Experimental	14	Python
46	HishamAlyahya/PyLLM Leverage Large Language Models to generate and execute code dynamically...	15	Experimental	17	Python
47	KompleteAI/xllm 🦖 X—LLM: Simple & Cutting Edge LLM Finetuning	14	Experimental	12	Python
48	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	12	Experimental	13	Jupyter Notebook
49	di37/LLM-Load-Unload-Ollama This is a simple demonstration to show how to keep an LLM loaded for...	12	Experimental	13	Jupyter Notebook
50	azygadlo/LLM-catalog Majority of the Large Language Models summarized in a table. From the...	12	Experimental	14	—

Comparisons in this category

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