Model reference · open weights
llava is an open-weight language model from liuhaotian. AxForge deploys and operates it for you on dedicated EU-owned hardware — with the licence handled where one is required.
Available as managed deployment — configured and operated for you on dedicated EU hardware, quoted per deployment.
What it is
| Released by | liuhaotian |
|---|---|
| Type | Language models |
| Task | Vision + text |
| Context | 4k tokens |
| Runs with | transformers |
| Released | 2023-10-05 |
| Popularity | 278k downloads / month |
| Licence | Unknown |
About
Model type: LLaVA is an open-source chatbot trained by fine-tuning LLaMA/Vicuna on GPT-generated multimodal instruction-following data. It is an auto-regressive language model, based on the transformer architecture.
Model date: LLaVA-v1.5-7B was trained in September 2023.
Paper or resources for more information: https://llava-vl.github.io/
Llama 2 is licensed under the LLAMA 2 Community License, Copyright (c) Meta Platforms, Inc. All Rights Reserved.
Where to send questions or comments about the model: https://github.com/haotian-liu/LLaVA/issues
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.
A collection of 12 benchmarks, including 5 academic VQA benchmarks and 7 recent benchmarks specifically proposed for instruction-following LMMs.
From the published model card. Full card on the HuggingFace links in the sidebar.
Using it via the API
Once AxForge deploys liuhaotian-llava for you, it answers on the OpenAI-compatible API — the same base URL and keys as every other model. (liuhaotian-llava below is illustrative; you get the exact model name on deployment.)
$ curl -sS https://api.axforge.ai/v1/chat/completions \
-H "Authorization: Bearer $AXFORGE_API_KEY" \
-H "Content-Type: application/json" \
-d '{"model":"liuhaotian-llava","messages":[{"role":"user","content":"Hello"}]}'
Create an account — your API key is available in the console. 3M free tokens every 30 days with every new account.