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Add llama3-llava-next-8b to llava_next conversion script (#31395)

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* Add llama3-llava-next-8b to llava_next conversion script

Adds support for the lmms-lab/llama3-llava-next-8b model to the
convert_llava_next_weights_to_hf.py script, along with an example
prompt generated from the llava_llama_3 conv_template in the LLaVA-NeXT
repo.

* Exclude <|begin_of_text|> from prompt example

This token gets added automatically, so it should not be included in the
prompt example.

* Add llava-next-72b and llava-next-110b

Adds the Qwen-based LLaVA-Next models to the conversion script, along
with changes to load the models on multiple GPUs for inference.

* Add llama3 and qwen prompt formats to docs

* Chat prompt and padding side left for llama3 batched

* update

* Update src/transformers/models/llava_next/convert_llava_next_weights_to_hf.py

Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>

* Update src/transformers/models/llava_next/convert_llava_next_weights_to_hf.py

Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>

* remove code

* better naming

---------

Co-authored-by: raushan <raushan@huggingface.co>
Co-authored-by: Raushan Turganbay <raushan.turganbay@alumni.nu.edu.kz>
Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>
This commit is contained in:
James Thewlis
2024-07-23 01:12:16 -04:00
committed by GitHub
parent 96a074fa7e
commit 251a2409c6
2 changed files with 101 additions and 35 deletions
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11
docs/source/en/model_doc/llava_next.md
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@@ -100,6 +100,17 @@ print(text_prompt)
"<|im_start|>system\nAnswer the questions.<|im_end|><|im_start|>user\n<image>\nWhat is shown in this image?<|im_end|><|im_start|>assistant\n"
```
[llama3-llava-next-8b-hf](https://huggingface.co/llava-hf/llava-next-8b-hf) requires the following format:
```bash
"<|start_header_id|>system<|end_header_id|>\n\nYou are a helpful language and vision assistant. You are able to understand the visual content that the user provides, and assist the user with a variety of tasks using natural language.<|eot_id|><|start_header_id|><|start_header_id|>user<|end_header_id|>\n\n<image>\nWhat is shown in this image?<|eot_id|><|start_header_id|>assistant<|end_header_id|>\n\n"
```
[llava-next-72b-hf](https://huggingface.co/llava-hf/llava-next-72b-hf) and [llava-next-110b-hf](https://huggingface.co/llava-hf/llava-next-110b-hf) require the following format:
```bash
"<|im_start|>system\nYou are a helpful assistant.<|im_end|>\n<|im_start|>user\n<image>\nWhat is shown in this image?<|im_end|>\n<|im_start|>assistant\n"
```
## Usage example