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6 changes: 3 additions & 3 deletions docs/sagemaker/inference.md
Original file line number Diff line number Diff line change
Expand Up @@ -358,12 +358,12 @@ You should also define `SM_NUM_GPUS`, which specifies the tensor parallelism deg
Note that you can optionally reduce the memory and computational footprint of the model by setting the `HF_MODEL_QUANTIZE` environment variable to `true`, but this lower weight precision could affect the quality of the output for some models.

```python
model_name = "llama-3.1-8b-instruct" + time.strftime("%Y-%m-%d-%H-%M-%S", time.gmtime())
model_name = "llama-3-1-8b-instruct" + time.strftime("%Y-%m-%d-%H-%M-%S", time.gmtime())

hub = {
'HF_MODEL_ID':'EleutherAI/gpt-neox-20b',
'HF_MODEL_ID':'meta-llama/Llama-3.1-8B-Instruct',
'SM_NUM_GPUS':'1',
'HUGGING_FACE_HUB_TOKEN': '<REPLACE WITH YOUR TOKEN>'
'HUGGING_FACE_HUB_TOKEN': '<REPLACE WITH YOUR TOKEN>',
}

assert hub['HUGGING_FACE_HUB_TOKEN'] != '<REPLACE WITH YOUR TOKEN>', "You have to provide a token."
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