liuhaotian / llava-v1.6-34b

huggingface.co
Total runs: 15.8K
24-hour runs: 381
7-day runs: 3.7K
30-day runs: 7.8K
Model's Last Updated: May 10 2024
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Introduction of llava-v1.6-34b

Model Details of llava-v1.6-34b



LLaVA Model Card

Model details

Model type: LLaVA is an open-source chatbot trained by fine-tuning LLM on multimodal instruction-following data. It is an auto-regressive language model, based on the transformer architecture. Base LLM: NousResearch/Nous-Hermes-2-Yi-34B

Model date: LLaVA-v1.6-34B was trained in December 2023.

Paper or resources for more information: https://llava-vl.github.io/

License

NousResearch/Nous-Hermes-2-Yi-34B license.

Where to send questions or comments about the model: https://github.com/haotian-liu/LLaVA/issues

Intended use

Primary intended uses: The primary use of LLaVA is research on large multimodal models and chatbots.

Primary intended users: The primary intended users of the model are researchers and hobbyists in computer vision, natural language processing, machine learning, and artificial intelligence.

Training dataset
  • 558K filtered image-text pairs from LAION/CC/SBU, captioned by BLIP.
  • 158K GPT-generated multimodal instruction-following data.
  • 500K academic-task-oriented VQA data mixture.
  • 50K GPT-4V data mixture.
  • 40K ShareGPT data.
Evaluation dataset

A collection of 12 benchmarks, including 5 academic VQA benchmarks and 7 recent benchmarks specifically proposed for instruction-following LMMs.

Runs of liuhaotian llava-v1.6-34b on huggingface.co

15.8K
Total runs
381
24-hour runs
2.7K
3-day runs
3.7K
7-day runs
7.8K
30-day runs

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liuhaotian llava-v1.6-34b online free url in huggingface.co:

https://huggingface.co/liuhaotian/llava-v1.6-34b

llava-v1.6-34b install

llava-v1.6-34b is an open source model from GitHub that offers a free installation service, and any user can find llava-v1.6-34b on GitHub to install. At the same time, huggingface.co provides the effect of llava-v1.6-34b install, users can directly use llava-v1.6-34b installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

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https://huggingface.co/liuhaotian/llava-v1.6-34b

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