# Pushing Model through CLI

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**Category:** Beginners\
**Created:** [August 16, 2023, 12:47pm UTC](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Ft%2Fpushing-model-through-cli%2F50960 "2023-08-16T12:47:41Z")\
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**Page:** 1

<div class="post-metadata">

**Author:** ![Rakshit122](https://avatars.discourse-cdn.com/v4/letter/r/9f8e36/32.png) [@Rakshit122](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Fu%2FRakshit122)%5C
**Post date:** [August 16, 2023, 12:47pm UTC](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Ft%2Fpushing-model-through-cli%2F50960%2F1 "2023-08-16T12:47:41Z")

</div>

Hello everyone, I am using this code below to push my local model to the hub:

```auto
from transformers import AutoModel, AutoTokenizer

def push_model_and_tokenizer_to_hub(local_model_directory, hub_model_id, api_token):
    model = AutoModel.from_pretrained(local_model_directory)
    tokenizer = AutoTokenizer.from_pretrained(local_model_directory)
    
    # Push tokenizer to Hub
    tokenizer.push_to_hub(
        repo_id=hub_model_id,
        use_auth_token=api_token,
    )
    
    # Push model to Hub
    model.push_to_hub(
        repo_id=hub_model_id,
        use_auth_token=api_token,
    )

local_model_directory = r"C:\Users\raksh\Desktop\LANGTEST\langtest\roberta"
hub_model_id = "test1"
api_token = "hf_NsWAxxxxxxxxxxxxxxxxxxxx"

push_model_and_tokenizer_to_hub(local_model_directory, hub_model_id, api_token)

```

The model files are pushing : Link → [Rakshit122/test1 · Hugging Face](https://huggingface.co/Rakshit122/test1)

But if i make a sample prediction on Hosted inference API, It is showing me embedding matrix, not the actual binary prediction

Can anyone tell what i am doing wrong here?