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https://patch-diff.githubusercontent.com/CoderPat/LLaVA-NeXT#llava-next-open-large-multimodal-models
http://arxiv.org/abs/2410.02713
https://arxiv.org/abs/2408.03326
https://llava-vl.github.io/blog/
https://llava-onevision.lmms-lab.com/
https://huggingface.co/spaces/WildVision/vision-arena
https://huggingface.co/spaces/lmms-lab/LLaVA-NeXT-Interleave-Demo
https://openbayes.com/console/public/tutorials/gW0ng9jKXfO
https://huggingface.co/collections/lmms-lab/llava-next-video-661e86f5e8dabc3ff793c944
https://huggingface.co/collections/lmms-lab/llava-onevision-66a259c3526e15166d6bba37
https://huggingface.co/collections/lmms-lab/llava-next-interleave-66763c55c411b340b35873d1
https://huggingface.co/lmms-lab
https://patch-diff.githubusercontent.com/CoderPat/LLaVA-NeXT#release-notes
Video-MMEhttps://video-mme.github.io/home_page.html#leaderboard
LongVideoBenchhttps://longvideobench.github.io/
Dream-1Khttps://tarsier-vlm.github.io/
LLaVA-Video-178K Datasethttps://huggingface.co/datasets/lmms-lab/LLaVA-Video-178K
LLaVA-Video Modelshttps://huggingface.co/collections/lmms-lab/llava-video-661e86f5e8dabc3ff793c944
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LLaVA-Video Documentationhttps://github.com/LLaVA-VL/LLaVA-NeXT/blob/main/docs/LLaVA_Video_1003.md
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LLaVA-OneVision (OV)https://llava-vl.github.io/blog/2024-08-05-llava-onevision/
[Paper]https://arxiv.org/abs/2408.03326
[LLaVA-OV Doc]https://github.com/LLaVA-VL/LLaVA-NeXT/blob/main/docs/LLaVA_OneVision.md
[Scripts]https://github.com/LLaVA-VL/LLaVA-NeXT/blob/main/scripts/train
Video-MMEhttps://video-mme.github.io/home_page.html#leaderboard
this pagehttps://patch-diff.githubusercontent.com/CoderPat/LLaVA-NeXT/blob/main/docs/LLaVA-NeXT-Video_0716.md
llava_next-video_demohttps://huggingface.co/spaces/WildVision/vision-arena
paperhttps://arxiv.org/pdf/2407.07895
bloghttps://llava-vl.github.io/blog/2024-06-16-llava-next-interleave/
checkpointshttps://huggingface.co/collections/lmms-lab/llava-next-interleave-66763c55c411b340b35873d1
demohttps://huggingface.co/spaces/lmms-lab/LLaVA-NeXT-Interleave-Demo
M4-Instructhttps://huggingface.co/datasets/lmms-lab/M4-Instruct-Data
LLaVA-Interleave Benchhttps://huggingface.co/datasets/lmms-lab/LLaVA-NeXT-Interleave-Bench
What Else Influences Visual Instruction Tuning Beyond Data?https://llava-vl.github.io/blog/2024-05-25-llava-next-ablations/
bloghttps://llava-vl.github.io/blog/2024-05-25-llava-next-ablations/
[COCO]https://huggingface.co/datasets/lmms-lab/LLaVA-ReCap-118K
[LCS]https://huggingface.co/datasets/lmms-lab/LLaVA-ReCap-558K
[CC3M]https://huggingface.co/datasets/lmms-lab/LLaVA-ReCap-CC3M
bloghttps://llava-vl.github.io/blog/2024-05-10-llava-next-stronger-llms/
checkpointshttps://huggingface.co/lmms-lab
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checkpointshttps://huggingface.co/collections/lmms-lab/llava-next-video-661e86f5e8dabc3ff793c944
sglanghttps://github.com/sgl-project/sglang
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demohttps://llava.hliu.cc/
Model Zoohttps://github.com/haotian-liu/LLaVA/blob/main/docs/MODEL_ZOO.md
Bloghttps://lmms-lab.github.io/lmms-eval-blog/lmms-eval-0.1/
Codebasehttps://github.com/EvolvingLMMs-Lab/lmms-eval
LLaVA-Plushttps://llava-vl.github.io/llava-plus/
Project Pagehttps://llava-vl.github.io/llava-plus/
Demohttps://llavaplus.ngrok.io/
Codehttps://github.com/LLaVA-VL/LLaVA-Plus-Codebase
Paperhttps://arxiv.org/abs/2311.05437
LLaVA-Interactivehttps://llava-vl.github.io/llava-interactive/
Project Pagehttps://llava-vl.github.io/llava-interactive/
Demohttps://llavainteractive.ngrok.io/
Codehttps://github.com/LLaVA-VL/LLaVA-Interactive-Demo
Paperhttps://arxiv.org/abs/2311.00571
ckptshttps://github.com/haotian-liu/LLaVA/blob/main/docs/MODEL_ZOO.md#llava-v15
scripthttps://github.com/haotian-liu/LLaVA#train
dochttps://github.com/haotian-liu/LLaVA/blob/main/docs/Finetune_Custom_Data.md
🤗 Demohttps://huggingface.co/spaces/etri-vilab/Ko-LLaVA
technical reporthttps://arxiv.org/abs/2310.03744
demohttps://llava.hliu.cc/
Model Zoohttps://github.com/haotian-liu/LLaVA/blob/main/docs/MODEL_ZOO.md
herehttps://github.com/haotian-liu/LLaVA#train
herehttps://github.com/haotian-liu/LLaVA/blob/main/docs/Evaluation.md
[LLavA-RLHF]https://llava-rlhf.github.io/
LLaVAhttps://arxiv.org/abs/2304.08485
LLaVA-Medhttps://arxiv.org/abs/2306.00890
More details here.https://github.com/haotian-liu/LLaVA/tree/intel/docs/intel
llama.cpphttps://github.com/ggerganov/llama.cpp/pull/3436
herehttps://github.com/haotian-liu/LLaVA#train
herehttps://github.com/haotian-liu/LLaVA/blob/main/docs/Evaluation.md
Roboflow Deep Divehttps://blog.roboflow.com/first-impressions-with-llava-1-5/
notehttps://arxiv.org/abs/2309.09958
``Multimodal Foundation Models: From Specialists to General-Purpose Assistants''.https://arxiv.org/abs/2309.10020
https://github.com/Computer-Vision-in-the-Wild/CVinW_Readings/blob/main/images/mfm_evolution.jpeg?raw=true
LLaVA Benchhttps://github.com/haotian-liu/LLaVA/blob/main/docs/LLaVA_Bench.md
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model zoohttps://github.com/haotian-liu/LLaVA/blob/main/docs/MODEL_ZOO.md
CVPR 2023 Tutorialhttps://vlp-tutorial.github.io/
Slideshttps://datarelease.blob.core.windows.net/tutorial/vision_foundation_models_2023/slides/Chunyuan_cvpr2023_tutorial_lmm.pdf
Noteshttps://arxiv.org/abs/2306.14895
YouTubehttps://youtu.be/mkI7EPD1vp8
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herehttps://patch-diff.githubusercontent.com/CoderPat/LLaVA-NeXT/blob/main/docs/LoRA.md
paperhttps://arxiv.org/abs/2306.00890
pagehttps://github.com/microsoft/LLaVA-Med
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herehttps://github.com/oobabooga/text-generation-webui/tree/main/extensions/llava
paperhttps://arxiv.org/abs/2304.08485
demohttps://llava.hliu.cc/
OpenAI Terms of Usehttps://openai.com/policies/terms-of-use
Llama-1/2 community licensehttps://ai.meta.com/llama/license/
Tongyi Qianwen RESEARCH LICENSE AGREEMENThttps://huggingface.co/Qwen/Qwen1.5-0.5B-Chat/blob/main/LICENSE
Llama-3 Research Licensehttps://llama.meta.com/llama3/license/
https://patch-diff.githubusercontent.com/CoderPat/LLaVA-NeXT#models--scripts
https://patch-diff.githubusercontent.com/CoderPat/LLaVA-NeXT#installation
https://patch-diff.githubusercontent.com/CoderPat/LLaVA-NeXT#1-clone-this-repository-and-navigate-to-the-llava-folder
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lmms-evalhttps://github.com/EvolvingLMMs-Lab/lmms-eval
https://patch-diff.githubusercontent.com/CoderPat/LLaVA-NeXT#--llava-next-stronger-llms-supercharge-multimodal-capabilities-in-the-wild
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lmms-evalhttps://github.com/EvolvingLMMs-Lab/lmms-eval
https://patch-diff.githubusercontent.com/CoderPat/LLaVA-NeXT#--llava-next-a-strong-zero-shot-video-understanding-model
LLaVA-NeXT-Videohttps://patch-diff.githubusercontent.com/CoderPat/LLaVA-NeXT/blob/main/docs/LLaVA-NeXT-Video.md
LMMs-videohttps://lmms-lab.github.io/posts/lmms-eval-0.2/
https://patch-diff.githubusercontent.com/CoderPat/LLaVA-NeXT#--llava-next-tackling-multi-image-video-and-3d-in-large-multimodal-models
LLaVA-NeXT-Interleavehttps://patch-diff.githubusercontent.com/CoderPat/LLaVA-NeXT/blob/main/docs/LLaVA-NeXT-Interleave.md
https://patch-diff.githubusercontent.com/CoderPat/LLaVA-NeXT#sglang-for-speedup-inference-and-deployment
SGLanghttps://github.com/sgl-project/sglang
sglanghttps://github.com/sgl-project/sglang?tab=readme-ov-file#install
https://patch-diff.githubusercontent.com/CoderPat/LLaVA-NeXT#llava-nextonevision
sglang/examples/runtime/llava_onevisionhttps://github.com/sgl-project/sglang/tree/main/examples/runtime/llava_onevision
https://patch-diff.githubusercontent.com/CoderPat/LLaVA-NeXT#llava-next-video
https://patch-diff.githubusercontent.com/CoderPat/LLaVA-NeXT#citation
https://patch-diff.githubusercontent.com/CoderPat/LLaVA-NeXT#acknowledgement
Vicunahttps://github.com/lm-sys/FastChat
Bo Lihttps://brianboli.com/
Dong Guohttps://www.linkedin.com/in/dongguoset/
Feng Lihttps://scholar.google.com/citations?hl=zh-CN&user=ybRe9GcAAAAJ&view_op=list_works&sortby=pubdate
Hao Zhanghttps://scholar.google.com/citations?user=B8hPxMQAAAAJ&hl=en
Kaichen Zhanghttps://www.linkedin.com/in/kaichen-zhang-014b17219/?originalSubdomain=sg
Renrui Zhanghttps://zrrskywalker.github.io/
Yuanhan Zhanghttps://zhangyuanhan-ai.github.io/
Chunyuan Lihttps://chunyuan.li/
Haotian Liuhttps://hliu.cc/
https://patch-diff.githubusercontent.com/CoderPat/LLaVA-NeXT#related-projects
Instruction Tuning with GPT-4https://github.com/Instruction-Tuning-with-GPT-4/GPT-4-LLM
LLaVA-Med: Training a Large Language-and-Vision Assistant for Biomedicine in One Dayhttps://github.com/microsoft/LLaVA-Med
Otter: In-Context Multi-Modal Instruction Tuninghttps://github.com/Luodian/Otter
SEEM: Segment Everything Everywhere All at Oncehttps://github.com/UX-Decoder/Segment-Everything-Everywhere-All-At-Once
Grounded-Segment-Anythinghttps://github.com/IDEA-Research/Grounded-Segment-Anything
Grounding DINOhttps://github.com/IDEA-Research/GroundingDINO
Segment-Anythinghttps://github.com/facebookresearch/segment-anything
Readme https://patch-diff.githubusercontent.com/CoderPat/LLaVA-NeXT#readme-ov-file
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