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Nanbeige4.1-3B-heretic-bnb-4bit-nf4-dq
manu02/Nanbeige4.1-3B-heretic-bnb-4bit-nf4-dq
Nanbeige4.1-3B-heretic-bnb-4bit-nf4-dq is a text generation model from manu02. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as apache-2.0.
This model is a 4-bit quantized version of the original heretic-org/Nanbeige4.1-3B-heretic model, optimized for reduced memory usage while maintaining performance.
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From the Hugging Face model README
Nanbeige4.1-3B-heretic (Quantized)
Description
This model is a 4-bit quantized version of the original heretic-org/Nanbeige4.1-3B-heretic model, optimized for reduced memory usage while maintaining performance.
Quantization Details
- Quantization Type: 4-bit
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: bfloat16
- bnb_4bit_quant_storage: uint8
- Original Footprint: 7867.27 MB (BFLOAT16)
- Quantized Footprint: 3243.05 MB (UINT8)
- Memory Reduction: 58.8%
Usage
from transformers import AutoModel, AutoTokenizer
model_name = "Nanbeige4.1-3B-heretic-bnb-4bit-nf4"
model = AutoModel.from_pretrained(
"manu02/Nanbeige4.1-3B-heretic-bnb-4bit-nf4",
)
tokenizer = AutoTokenizer.from_pretrained("manu02/Nanbeige4.1-3B-heretic-bnb-4bit-nf4", use_fast=True)
- Task
- Text Generation
- Library
- transformers
- Type
- llama
- License
- apache-2.0
- Languages
- en
- Created
- Feb 23, 2026
- Updated
- Feb 23, 2026