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Idefics3-8B-Llama3-bnb_nf4
leon-se/Idefics3-8B-Llama3-bnb_nf4
Idefics3-8B-Llama3-bnb_nf4 is a image-text-to-text model from leon-se. Use it for the image-text-to-text task on the model card, and read the license before you ship it in a product. It is set up for transformers.
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From the Hugging Face model README
Idefics3-8B-Llama3-bnb_nf4
BitsAndBytes NF4 quantization.
Quantization
Quantization created with:
from transformers import AutoModelForCausalLM, AutoTokenizer, BitsAndBytesConfig
model_id = "HuggingFaceM4/Idefics3-8B-Llama3"
nf4_config = BitsAndBytesConfig(
load_in_4bit=True,
bnb_4bit_quant_type="nf4",
bnb_4bit_compute_dtype=torch.bfloat16,
bnb_4bit_use_double_quant=True,
llm_int8_enable_fp32_cpu_offload=True,
llm_int8_skip_modules=["lm_head", "model.vision_model", "model.connector"],
)
model_nf4 = AutoModelForVision2Seq.from_pretrained(model_id, quantization_config=nf4_config)
- Task
- Image-Text-to-Text
- Library
- transformers
- Type
- idefics3
- Created
- Nov 17, 2024
- Updated
- Nov 17, 2024