Trending Transformer Models

Models with the biggest quality score improvements over the last 14 days.

#	Model	Change	Score	Tier	Category	Stars
1	Knuckles-Team/genius-chatbot Chatbot that uses any desired hugging face model or allows for scalable...	+20	42	Emerging	conversational-chatbot-applications	1
2	YashrajBaila7/GPT2LM A implimentation of GPT2 varient.	+19	29	Experimental	gpt2-pretraining-fine-tuning	1
3	rameshvarun/magic-lamp Magic LLM-powered Python functions that return anything you ask for. Many caveats.	+19	29	Experimental	multilingual-llm-adaptation	1
4	elinx/safe-view A terminal-based application for visualizing and analyzing safetensors files.	+17	25	Experimental	transformer-interpretability-mechanistic	1
5	rxn4chemistry/rxn-onmt-models Training of OpenNMT-based RXN models	+16	47	Emerging	molecular-generation-transformers	2
6	kmaurinjones/AllMeans Automatic topic modelling using minimal external input and computational resources	+16	33	Emerging	text-clustering-topic-modeling	2
7	sagorbrur/fillblank Fill The Blank	+16	27	Experimental	bert-model-implementations	2
8	cui-shaobo/causal-strength evaluating the causal strength between cause and effect	+16	27	Experimental	mathematical-reasoning-transformers	2
9	duck4i/retro-ui Retro Llama	+16	19	Experimental	interactive-ai-chat-uis	2
10	ndoll1998/active-transformers Active Learning for Transformer with focus on Sequence Tagging tasks	+16	27	Experimental	transformer-frameworks-wrappers	2
11	yingding/applyllm A python package for applying LLM with LangChain and Hugging Face on local...	+16	33	Emerging	llm-inference-engines	2
12	ash-01xor/Imgcap A CLI to generate captions for images	+16	19	Experimental	blip-image-captioning	2
13	lpalbou/model-quantizer Effortlessly quantize, benchmark, and publish Hugging Face models with...	+16	27	Experimental	llm-quantization-methods	2
14	OpenVoiceOS/ovos-audio-transformer-plugin-ggwave data over sound plugin	+16	51	Established	text-to-speech-tts	2
15	ffreemt/convbot A conversational bot based on huggingface transformers	+14	24	Experimental	conversational-chatbot-applications	1
16	bodaay/HuggingFaceModelDownloader Simple go utility to download HuggingFace Models and Datasets	+14	63	Established	llm-quantization-methods	915
17	earthai-tech/fusionlab-learn fusionlab-learn: Igniting Next-Gen Temporal Fusion Architectures	+13	37	Emerging	time-series-forecasting-transformers	2
18	fmueller/scribae CLI to turn Markdown notes into SEO briefs, drafts, metadata, and...	+13	36	Emerging	ai-powered-business-analytics	1
19	Riko0/messenger_logger_callback messenger-logger-callback — Send ML training logs to Telegram. Standalone...	+12	28	Experimental	conversational-chatbot-applications	2
20	tue-mps/eomt [CVPR 2025 Highlight] Official code and models for Encoder-only Mask...	+10	56	Established	medical-image-segmentation-transformers	548
21	NexaAI/nexa-sdk Run frontier LLMs and VLMs with day-0 model support across GPU, NPU, and...	+10	60	Established	llm-inference-engines	7,797
22	EricLBuehler/mistral.rs Fast, flexible LLM inference	+10	65	Established	rust-llm-infrastructure	6,681
23	shibing624/MedicalGPT MedicalGPT: Training Your Own Medical GPT Model with ChatGPT Training...	+10	68	Established	multilingual-llm-adaptation	4,948
24	mukel/llama3.java Practical Llama 3 inference in Java	+10	59	Established	local-llm-deployment	800
25	argosopentech/argos-translate Open-source offline translation library written in Python	+10	58	Established	neural-machine-translation	5,745
26	ggml-org/llama.vim Vim plugin for LLM-assisted code/text completion	+10	55	Established	code-completion-copilots	1,913
27	jingyaogong/minimind 🚀🚀 「大模型」2小时完全从0训练26M的小参数GPT！🌏 Train a 26M-parameter GPT from scratch in just 2h!	+10	67	Established	gpt-implementation-tutorials	41,159
28	levashi/reprobe Phase-aware LLM activation steering and linear probing. A memory-efficient,...	+9	33	Emerging	mathematical-reasoning-transformers	2
29	changyeyu/LLM-RL-Visualized 🌟100+ 原创 LLM / RL 原理图📚，《大模型算法》作者巨献！💥（100+ LLM/RL Algorithm Maps ）	+9	58	Established	llm-training-experimentation	3,766
30	NVIDIA/kvpress LLM KV cache compression made easy	+8	63	Established	llm-quantization-methods	954
31	BradyFU/Awesome-Multimodal-Large-Language-Models :sparkles::sparkles:Latest Advances on Multimodal Large Language Models	+8	53	Established	multimodal-vision-language-models	17,448
32	dirmacs/lancor A Rust client library for llama.cpp's OpenAI-compatible API server	+8	37	Emerging	local-llm-deployment	2
33	homerjed/transformer_flows Implementation of Apple ML's Transformer Flow (or TARFlow) from "Normalising...	+7	22	Experimental	transformer-architecture-tutorials	6
34	telekom/transformer-tools Transformers Training Tools	+7	33	Emerging	transformer-architecture-tutorials	6
35	SalehAhmedShafin/Multimodal-Disaster-Event-Identification-from-Social-Media-Posts We have proposed a multimodal approach. Where we first took the best...	+7	12	Experimental	disaster-tweet-classification	6
36	ai-center-kth/cuBERT-source-code-clustering Fine-tuning cuBERT embeddings for clustering source code by functionality	+7	25	Experimental	text-clustering-topic-modeling	6
37	vkhamesi/proteins 🧬 Fine-Tuning Large Language and Protein Models on a single T4 GPU via...	+7	21	Experimental	protein-transformers-ml	7
38	BoCtrl-C/attention-rollout Unofficial PyTorch implementation of Attention Rollout	+7	22	Experimental	transformer-architecture-tutorials	6
39	Mussabat/HateSpeech-EACL-2024 This repository contains the system description and the codes that we...	+7	12	Experimental	hate-speech-detection	6
40	ertosns/wiki-summary wikipedia summarizer transformer	+7	21	Experimental	text-summarization-transformers	1
41	Zefan-Cai/KVCache-Factory Unified KV Cache Compression Methods for Auto-Regressive Models	+7	47	Emerging	kv-cache-optimization	1,309
42	ExposedCat/tg-local-llm Run local LLMs powered up by tools in Telegram Messenger	+7	24	Experimental	llm-terminal-automation	6
43	robertocarlosmedina/attention-transformer-translator-1 Sequence to Sequence Transformer implementation in order to train a model to...	+7	17	Experimental	neural-machine-translation	1
44	alta3/llm-the-alta3-way The greatest LLMs on the planet!	+7	22	Experimental	multilingual-llm-adaptation	6
45	wiktor-k/llama-chat Implements a simple REPL chat with a locally running instance of Ollama.	+7	22	Experimental	interactive-ai-chat-uis	6
46	Tebmer/Awesome-Knowledge-Distillation-of-LLMs This repository collects papers for "A Survey on Knowledge Distillation of...	+7	34	Emerging	llm-knowledge-distillation	1,264
47	somosnlp/the-annotated-transformer Traducción al español del notebook "The Annotated Transformer" de Harvard...	+7	27	Experimental	transformer-architecture-tutorials	6
48	Riccorl/ner-serve Simple NER model using Docker, FastAPI, ONNX and Multilingual Mini-LM.	+7	12	Experimental	named-entity-recognition	6
49	Avinash-Acharya/Arishtha A Proof-of-Concept for a kids specific browser which provide...	+7	17	Experimental	ai-powered-business-analytics	1
50	tatsu-lab/alpaca_farm A simulation framework for RLHF and alternatives. Develop your RLHF method...	+7	42	Emerging	rlhf-alignment-training	842
51	abhimishra91/transformers-tutorials Github repo with tutorials to fine tune transformers for diff NLP tasks	+7	51	Established	transformer-frameworks-wrappers	859
52	AndrewZhe/lawyer-llama 中文法律LLaMA (LLaMA for Chinese legel domain)	+7	48	Emerging	multilingual-llm-adaptation	984
53	locuslab/wanda A simple and effective LLM pruning approach.	+7	47	Emerging	llm-compression-optimization	854
54	styfeng/DataAug4NLP Collection of papers and resources for data augmentation for NLP.	+7	36	Emerging	essay-scoring-grading	831
55	Lostefra/deep_comedy A TensorFlow Transformer able to generate verses in the style of Dante's...	+7	17	Experimental	creative-text-generation	1
56	marksgraham/transformer-ood Official PyTorch code for "Transformer-based out-of-distribution detection...	+7	20	Experimental	object-detection-transformers	7
57	swainshashwat/Flock Craft custom Language Model Models (LLMs) effortlessly using Flock. Build...	+7	33	Emerging	llm-benchmark-leaderboards	4
58	maximkm/DLA_ASR_HW ASR pytorch project	+7	19	Experimental	wav2vec2-speech-recognition	1
59	ShreyJaiswal1/aichatbot This is a Simple AI chatbot website ;) still learning to make it better	+7	21	Experimental	messaging-platform-chatbots	3
60	georgian-io/LLM-Finetuning-Toolkit Toolkit for fine-tuning, ablating and unit-testing open-source LLMs.	+7	46	Emerging	llm-fine-tuning	870
61	HEMANGANI/LLM-Recommendation-Systems This project fine-tunes large language models (LLMs) for text-based...	+7	21	Experimental	llm-training-experimentation	7
62	eriknovak/LM-EMD Interpretable cross-lingual document ranking using a multilingual language...	+7	17	Experimental	semantic-search-retrieval	1
63	X-rayLaser/DistributedLLM Run LLM inference by spliting models into parts and hosting each part on a...	+7	20	Experimental	llm-inference-engines	8
64	KishanBagaria/dAbot 🤖 CLI tool to automate stuff on DeviantArt.com	+7	38	Emerging	llm-terminal-automation	21
65	NS027/medical_chatbot_project_genAI Multimodal AI-powered medical assistant with LLMs, speech, and image understanding.	+7	24	Experimental	therapeutic-chatbot-applications	1
66	AbhinavGH/AI-Chatbot-Bol-Bhai This is an AI chatbot that uses Google's SpeechRecognition API and...	+7	22	Experimental	conversational-chatbot-applications	1
67	SMMousaviSP/huggingface_transformers_tutorial How to fine-tune transformer models for text classification using Hugging...	+7	17	Experimental	huggingface-learning-resources	1
68	CtrlAltFly/AIML-Projects these are my projects that i submitted for AIML course with great lakes &...	+7	17	Experimental	ml-foundations-curricula	1
69	rakibnsajib/MediBot-AI-Doctor-with-Vision-and-Voice AI-powered medical assistant using LLaMA-3.2-11B-Vision, Whisper, and...	+7	33	Emerging	therapeutic-chatbot-applications	8
70	ariya/query-llm Query LLM with Chain-of-Tought	+7	36	Emerging	llm-terminal-automation	14
71	Quotify-Bot/quotify-frontend AI-powered inspirational quote generator	+7	27	Experimental	ocr-document-extraction	7
72	gokul-pv/PanopticSegmentation Panoptic segmentation on custom construction objects using DETR	+7	25	Experimental	object-detection-transformers	7
73	eljandoubi/PaliGemma Coding PaliGemma from scratch using pytorch for inference.	+7	17	Experimental	mathematical-reasoning-transformers	1
74	Ahwar/NER-NLP-with-ONNX-Java A Java NLP application that identifies names, organizations, and locations...	+7	25	Experimental	named-entity-recognition	8
75	nlpaueb/greek-bert A Greek edition of BERT pre-trained language model	+7	38	Emerging	bert-model-implementations	148
76	vijaydwivedi75/gnn-lspe Source code for GNN-LSPE (Graph Neural Networks with Learnable Structural...	+7	44	Emerging	graph-transformers	267
77	nerve-sparks/iris_android IRIS is an android app for interfacing with GGUF / llama.cpp models locally.	+7	43	Emerging	local-llm-deployment	267
78	NTT123/sketch-transformer Modeling Draw, Quick! dataset using transformers	+7	29	Experimental	transformer-architecture-tutorials	7
79	sak96/rust_llama_app Chat bot (llama) written in rust using Yew and Tauri.	+7	21	Experimental	local-llm-deployment	1
80	AnkitNayak-eth/Llama-AI Powered by the Llama 3.3 70B API, it delivers advanced, context-aware, and...	+7	23	Experimental	llm-terminal-automation	1
81	gmongaras/Wizard_QLoRA_Finetuning Finetuning Some Wizard Models With QLoRA	+7	29	Experimental	lora-qlora-fine-tuning	7
82	abhimishra91/jarvis-service NLP Service to perform text classification. This is the first part of...	+7	17	Experimental	text-classification-transformers	1
83	Hexastack/hexabot-template-starter Hexabot Project Starter Template, fork this project to create you own...	+7	28	Experimental	interactive-ai-chat-uis	3
84	bytedance/SALMONN SALMONN family: A suite of advanced multi-modal LLMs	+7	54	Established	multimodal-vision-language	1,392
85	mujaffarbhati/AI-Chatbot-End-to-End-via-Flask Chatbot made via NLP for Question - Answering purposes as of a support...	+7	21	Experimental	conversational-chatbot-applications	7
86	KasperGroesLudvigsen/influenza_transformer PyTorch implementation of Transformer model used in "Deep Transformer Models...	+7	41	Emerging	time-series-forecasting-transformers	261
87	alexrozanski/LlamaChat Chat with your favourite LLaMA models in a native macOS app	+7	40	Emerging	interactive-ai-chat-uis	1,514
88	IanConceicao/Com2Sense-Challenge Applying natural language processing for common sense evaluation.	+7	17	Experimental	text-classification-transformers	1
89	tasketh/tasketh tasketh is a simple discord bot that lets moderators assign, and users claim tasks.	+7	32	Emerging	messaging-platform-chatbots	4
90	RohitMurali18/Music-Generation-Emotion-Adaptive This project implements an Emotion-Aware Music Generator (EAMG) that turns...	+7	11	Experimental	music-generation-transformers	1
91	OpenMOSS/CoLLiE Collaborative Training of Large Language Models in an Efficient Way	+7	45	Emerging	distributed-training-frameworks	419
92	jwbay/misc-ts-transformers Miscellaneous TypeScript transformers	+7	17	Experimental	browser-based-ml-inference	1
93	huggingface/llm_training_handbook An open collection of methodologies to help with successful training of...	+7	41	Emerging	llm-learning-resources	555
94	claw1200/llama-cord Discord App for Interacting with local Ollama Models. Multiple Agents Supported!	+7	19	Experimental	messaging-platform-chatbots	3
95	HandsOnLLM/Hands-On-Large-Language-Models Official code repo for the O'Reilly Book - "Hands-On Large Language Models"	+7	57	Established	llm-learning-resources	23,351
96	hexuandeng/DRPruning Implementation for our paper “DRPruning: Efficient Large Language Model...	+7	30	Emerging	llm-pruning-compression	7
97	spongedsc/pathways Pathways: multi-modal AI/ML models on discord	+7	19	Experimental	messaging-platform-chatbots	3
98	atomlayer/llamachan llamachan is a project that realises the idea of a dead internet for an imageboard	+7	19	Experimental	interactive-ai-chat-uis	4
99	Spectrewolf8/PHi-3-SQL-generation-fine-tune-experiment A fine-tuned version of Phi-3-mini-4k-instruct for generating SQL queries...	+7	20	Experimental	lora-qlora-fine-tuning	8
100	JaspreetSingh-exe/Music-Genre-Classification This project builds a Music Genre Classification System using SVM, CNN,...	+7	17	Experimental	audio-classification-transformers	1