Search Results - RepositoryStats

4.3k

38.7k

apache-2.0

383

Making large AI models cheaper, faster and more accessible

ai hpc big-model inference large-scale deep-learning data-parallelism foundation-models model-parallelism pipeline-parallelism distributed-computing heterogeneous-training

Created 2021-10-28

3,701 commits to main branch, last one 2 days ago

unilm microsoft

2.5k

19.6k

mit

300

Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities

Created 2019-07-23

1,190 commits to master branch, last one about a month ago

LLaVA haotian-liu

2.1k

19.5k

apache-2.0

160

[NeurIPS'23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond.

gpt-4 llama llava llama2 chatbot chatgpt llama-2 multimodal multi-modality foundation-models instruction-tuning vision-language-model visual-language-learning

Created 2023-04-17

460 commits to main branch, last one 4 months ago

Otter Luodian

242

3.6k

mit

100

🦦 Otter, a multi-modal model based on OpenFlamingo (open-sourced version of DeepMind's Flamingo), trained on MIMIC-IT and showcasing improved instruction-following and in-context learning ability.

gpt-4 chatgpt embodied-ai deep-learning multi-modality machine-learning foundation-models instruction-tuning large-scale-models artificial-inteligence visual-language-learning

Created 2023-04-01

626 commits to main branch, last one 6 months ago

NExT-GPT NExT-GPT

319

3.2k

bsd-3-clause

57

Code and models for NExT-GPT: Any-to-Any Multimodal Large Language Model

llm gpt-4 chatgpt multimodal foundation-models instruction-tuning multi-modal-chatgpt large-language-models visual-language-learning

Created 2023-08-30

225 commits to main branch, last one 8 months ago

Ask-Anything OpenGVLab

247

3.0k

mit

36

[CVPR2024 Highlight][VideoChatGPT] ChatGPT with video understanding! And many more supported LMs such as miniGPT4, StableLM, and MOSS.

chat video gradio chatgpt stablelm big-model langchain large-model captioning-videos foundation-models video-understanding large-language-models video-question-answering

Created 2023-04-19

204 commits to main branch, last one 23 days ago

SuperCLUE CLUEbenchmark

93

2.9k

unknown

38

SuperCLUE: 中文通用大模型综合性基准 | A Benchmark for Foundation Models in Chinese

gpt-4 chatgpt chinese evaluation foundation-models

Created 2023-05-02

247 commits to main branch, last one 4 months ago

chronos-forecasting amazon-science

272

2.4k

apache-2.0

25

Chronos: Pretrained (Language) Models for Probabilistic Time Series Forecasting

llm timeseries forecasting huggingface time-series transformers machine-learning foundation-models pretrained-models large-language-models artificial-intelligence time-series-forecasting huggingface-transformers

Created 2024-02-23

46 commits to main branch, last one 2 months ago

EVA baaivision

163

2.2k

mit

30

EVA Series: Visual Representation Fantasies from BAAI

foundation-models vision-transformer representation-learning

Created 2022-11-14

276 commits to master branch, last one about a month ago

DeepSeek-VL deepseek-ai

190

2.0k

mit

19

DeepSeek-VL: Towards Real-World Vision-Language Understanding

foundation-models vision-language-model vision-language-pretraining

Created 2024-03-07

11 commits to main branch, last one 5 months ago

autodistill autodistill

149

1.9k

apache-2.0

19

Images to inference with no labeling (use foundation models to train supervised models).

yolov5 yolov8 pytorch multimodal auto-labeling deep-learning labeling-tool grounding-dino computer-vision image-annotation machine-learning object-detection segment-anything foundation-models model-distillation image-classification instance-segmentation

Created 2023-06-06

341 commits to main branch, last one 8 days ago

CoOp KaiyangZhou

191

1.7k

mit

15

Prompt Learning for Vision-Language Models (IJCV'22, CVPR'22)

prompt-learning foundation-models multimodal-learning

Created 2021-09-01

66 commits to main branch, last one about a year ago

Emu baaivision

85

1.6k

apache-2.0

21

Emu Series: Generative Multimodal Models from BAAI

instruct-tuning foundation-models in-context-learning multimodal-generalist multimodal-pretraining generative-pretraining-in-multimodality

Created 2023-07-11

41 commits to main branch, last one a day ago

alpaca_eval tatsu-lab

232

1.5k

apache-2.0

7

An automatic evaluator for instruction-following language models. Human-validated, high-quality, cheap, and fast.

nlp rlhf evaluation leaderboard deep-learning foundation-models instruction-following large-language-models

Created 2023-05-25

583 commits to main branch, last one a day ago

awesome-llm-powered-agent hyp1231

111

1.4k

mit

41

Awesome things about LLM-powered agents. Papers / Repos / Blogs / ...

llm llms gpt-4 chatgpt embodied-ai awesome-list generative-ai embodied-agent foundation-model generative-model foundation-models generative-agents generative-models llm-powered-agents large-language-model large-language-models

Created 2023-07-25

158 commits to main branch, last one 12 days ago

InternVideo OpenGVLab

84

1.3k

apache-2.0

28

[ECCV2024] Video Foundation Models & Data for Multimodal Understanding

Created 2022-11-23

206 commits to main branch, last one 4 days ago

lag-llama time-series-foundation-models

147

1.2k

apache-2.0

32

Lag-Llama: Towards Foundation Models for Probabilistic Time Series Forecasting

llama lag-llama timeseries forecasting time-series transformers foundation-models time-series-prediction timeseries-forecasting time-series-forecasting time-series-transformer

Created 2024-02-07

77 commits to main branch, last one 20 days ago

awesome-japanese-llm llm-jp

29

966

apache-2.0

22

日本語LLMまとめ - Overview of Japanese LLMs

llm llms japanese multimodal japanese-llm llm-japanese generative-ai language-model language-models vision-language generative-model foundation-models generative-models japanese-language vision-and-language large-language-model large-language-models vision-language-model japanese-language-model

Created 2023-07-09

449 commits to main branch, last one 7 days ago

ONE-PEACE OFA-Sys

59

942

apache-2.0

13

A general representation model across vision, audio, language modalities. Paper: ONE-PEACE: Exploring One General Representation Model Toward Unlimited Modalities

multimodal audio-language vision-language contrastive-loss foundation-models vision-transformer vision-and-language representation-learning

Created 2023-05-18

135 commits to main branch, last one 3 months ago

torchxrayvision mlmed

215

896

apache-2.0

18

TorchXRayVision: A library of chest X-ray datasets and models. Classifiers, segmentation, and autoencoders.

cxr dataset medical pytorch chest-xray cxr-images medical-ai deep-learning medical-imaging torchxrayvision machine-learning chest-radiographs chest-xray-images foundation-models transfer-learning medical-application image-classification medical-image-analysis medical-image-processing

Created 2020-03-04

398 commits to master branch, last one 16 days ago

Awesome-TimeSeries-SpatioTemporal-LM-LLM qingsongedu

64

888

unknown

28

A professional list on Large (Language) Models and Foundation Models (LLM, LM, FM) for Time Series, Spatiotemporal, and Event Data.

rca timeseries autoscaling forecasting deeplearning large-models pre-training machinelearning anomalydetection foundation-models large-language-models

Created 2023-06-10

42 commits to main branch, last one 4 months ago

KnowledgeEditingPapers zjunlp

54

846

mit

27

Must-read Papers on Knowledge Editing for Large Language Models.

rome paper knowlm review survey easyedit paper-list awsome-list model-editing foundation-models knowledge-editing pre-trained-model large-language-models natural-language-processing pre-trained-language-models

Created 2022-12-06

224 commits to main branch, last one a day ago

meerkat HazyResearch

42

823

apache-2.0

15

Creative interactive views of any dataset.

ml pandas data-science machine-learning foundation-models

Created 2021-05-07

1,810 commits to main branch, last one 7 months ago

Awesome-Foundation-Models uncbiag

34

786

unknown

40

A curated list of foundation models for vision and language tasks

foundation-models multimodal-models transformer-models vision-transformer large-language-models

Created 2023-04-04

250 commits to main branch, last one a day ago

FasterViT NVlabs

62

766

other

18

[ICLR 2024] Official PyTorch implementation of FasterViT: Fast Vision Transformers with Hierarchical Attention

coco ade20k backbone image-net deep-learning self-attention object-detection foundation-models pre-trained-model vision-transformer visual-recognition image-classification semantic-segmentation

Created 2023-05-19

275 commits to main branch, last one 3 months ago

groundingLMM mbzuai-oryx

37

747

unknown

28

[CVPR 2024 🔥] Grounding Large Multimodal Model (GLaMM), the first-of-its-kind model capable of generating natural language responses that are seamlessly integrated with object segmentation masks.

lmm llm-agent foundation-models vision-and-language vision-language-model

Created 2023-11-02

42 commits to main branch, last one 3 months ago

ModelsGenesis MrGiovanni

139

729

other

15

[MICCAI 2019 Young Scientist Award] [MEDIA 2020 Best Paper Award] Models Genesis

3d-model fine-tuning foundation-models pre-trained-model transfer-learning representation-learning self-supervised-learning

Created 2019-07-24

271 commits to master branch, last one 7 months ago

MambaVision NVlabs

41

729

other

16

Official PyTorch Implementation of MambaVision: A Hybrid Mamba-Transformer Vision Backbone

mamba transformers deep-learning hybrid-models self-attention foundation-models vision-transformer visual-recognition image-classification huggingface-transformers

Created 2024-06-10

39 commits to main branch, last one 18 days ago

hyena-dna HazyResearch

83

574

apache-2.0

21

Official implementation for HyenaDNA, a long-range genomic foundation model built with Hyena

genomics language-models foundation-models

Created 2023-06-23

44 commits to main branch, last one 9 months ago

EmerNeRF NVlabs

42

555

other

27

PyTorch Implementation of EmerNeRF: Emergent Spatial-Temporal Scene Decomposition via Self-Supervision

nerf driving foundation-models autonomous-driving

Created 2023-10-11

10 commits to main branch, last one 7 months ago