leon-se / Idefics3-8B-Llama3-bnb_nf4

huggingface.co
Total runs: 15
24-hour runs: 0
7-day runs: 0
30-day runs: 5
Model's Last Updated: November 18 2024
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Introduction of Idefics3-8B-Llama3-bnb_nf4

Model Details of Idefics3-8B-Llama3-bnb_nf4

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)

Runs of leon-se Idefics3-8B-Llama3-bnb_nf4 on huggingface.co

15
Total runs
0
24-hour runs
-1
3-day runs
0
7-day runs
5
30-day runs

More Information About Idefics3-8B-Llama3-bnb_nf4 huggingface.co Model

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Idefics3-8B-Llama3-bnb_nf4 install

Idefics3-8B-Llama3-bnb_nf4 is an open source model from GitHub that offers a free installation service, and any user can find Idefics3-8B-Llama3-bnb_nf4 on GitHub to install. At the same time, huggingface.co provides the effect of Idefics3-8B-Llama3-bnb_nf4 install, users can directly use Idefics3-8B-Llama3-bnb_nf4 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

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