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[gokulcoder7]

C:\Windows\System32>python
Python 3.12.5 (tags/v3.12.5:ff3bc82, Aug 6 2024, 20:45:27) [MSC v.1940 64 bit (AMD64)] on win32
Type "help", "copyright", "credits" or "license" for more information.

from airllm import AutoModel

bitsandbytes installed
cache_utils installed

MAX_LENGTH=150
from huggingface_hub.hf_api import HfFolder
HfFolder.save_token('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')
model = AutoModel.from_pretrained("nvidia/Llama-3.1-Nemotron-70B-Instruct-HF",compression='4bit')
Fetching 8 files: 100%|█████████████████████████████████████████████████████████████████| 8/8 [00:00<00:00, 255.68it/s]
found_layers:{'model.embed_tokens.': True, 'model.layers.0.': True, 'model.layers.1.': True, 'model.layers.2.': True, 'model.layers.3.': True, 'model.layers.4.': True, 'model.layers.5.': True, 'model.layers.6.': True, 'model.layers.7.': True, 'model.layers.8.': True, 'model.layers.9.': True, 'model.layers.10.': True, 'model.layers.11.': True, 'model.layers.12.': True, 'model.layers.13.': True, 'model.layers.14.': True, 'model.layers.15.': True, 'model.layers.16.': True, 'model.layers.17.': True, 'model.layers.18.': True, 'model.layers.19.': True, 'model.layers.20.': True, 'model.layers.21.': True, 'model.layers.22.': True, 'model.layers.23.': True, 'model.layers.24.': True, 'model.layers.25.': True, 'model.layers.26.': True, 'model.layers.27.': True, 'model.layers.28.': True, 'model.layers.29.': True, 'model.layers.30.': True, 'model.layers.31.': True, 'model.layers.32.': True, 'model.layers.33.': True, 'model.layers.34.': True, 'model.layers.35.': True, 'model.layers.36.': True, 'model.layers.37.': True, 'model.layers.38.': True, 'model.layers.39.': True, 'model.layers.40.': True, 'model.layers.41.': True, 'model.layers.42.': True, 'model.layers.43.': True, 'model.layers.44.': True, 'model.layers.45.': True, 'model.layers.46.': True, 'model.layers.47.': True, 'model.layers.48.': True, 'model.layers.49.': True, 'model.layers.50.': True, 'model.layers.51.': True, 'model.layers.52.': True, 'model.layers.53.': True, 'model.layers.54.': True, 'model.layers.55.': True, 'model.layers.56.': True, 'model.layers.57.': True, 'model.layers.58.': True, 'model.layers.59.': True, 'model.layers.60.': True, 'model.layers.61.': True, 'model.layers.62.': True, 'model.layers.63.': True, 'model.layers.64.': True, 'model.layers.65.': True, 'model.layers.66.': True, 'model.layers.67.': True, 'model.layers.68.': True, 'model.layers.69.': True, 'model.layers.70.': True, 'model.layers.71.': True, 'model.layers.72.': True, 'model.layers.73.': True, 'model.layers.74.': True, 'model.layers.75.': True, 'model.layers.76.': True, 'model.layers.77.': True, 'model.layers.78.': True, 'model.layers.79.': True, 'model.norm.': True, 'lm_head.': True}
saved layers already found in G:\nvidiallama-3_1-nemotron-70b-instruct\models--nvidia--Llama-3.1-Nemotron-70B-Instruct-HF\snapshots\fac73d3507320ec1258620423469b4b38f88df6e\splitted_model.4bit
The class optimum.bettertransformers.transformation.BetterTransformer is deprecated and will be removed in a future release.
new version of transfomer, no need to use BetterTransformer, try setting attn impl to sdpa...
attn imp: <class 'transformers.models.llama.modeling_llama.LlamaSdpaAttention'>
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