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d60719c | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 | ---
license: apache-2.0
---
```python
import os
from transformers import (
AutoConfig,
AutoModelForImageTextToText,
AutoProcessor,
AutoTokenizer,
)
model_id = "mistralai/Mistral-Small-3.1-24B-Instruct-2503"
config = AutoConfig.from_pretrained(model_id)
config.text_config.num_hidden_layers = 2
config.text_config.hidden_size = 8
config.text_config.intermediate_size = 64
config.text_config.num_attention_heads = 8
config.text_config.num_key_value_heads = 4
config.text_config.head_dim = 32
config.vision_config.num_hidden_layers = 2
config.vision_config.hidden_size = 128
config.vision_config.intermediate_size = 64
config.vision_config.num_attention_heads = 4
config.vision_config.head_dim = 32
model = AutoModelForImageTextToText.from_config(config)
tokenizer = AutoTokenizer.from_pretrained(model_id)
processor = AutoProcessor.from_pretrained(model_id)
output_dir = "./tiny-random-mistral3"
os.makedirs(output_dir, exist_ok=True)
model.save_pretrained(output_dir)
tokenizer.save_pretrained(output_dir)
processor.save_pretrained(output_dir)
``` |