# Problems in deployment when I configure my own labels
**URL:**
**Author:**  [@Oigres](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Fu%2FOigres)%5C
**Post date:** [August 27, 2021, 2:32pm UTC](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Ft%2Fproblems-in-deployment-when-i-configure-my-own-labels%2F9529%2F1 "2021-08-27T14:32:34Z")
Hi.
I am training a binary classification model based on this model checkpoint: `dccuchile/bert-base-spanish-wwm-cased`
When deployment, it uses by default these labels: LABEL\_0, LABEL\_1.
My goal is to deploy it with my own labels. Browsing the forum I came across this thread, and it seems that resolve a similiar problem.
> [@Change label names on inference API](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Ft%2Fchange-label-names-on-inference-api%2F3063)%3A
>
> Hi there, I recently uploaded my [first model](https://huggingface.co/MoritzLaurer/policy-distilbert-7d?text=70-85%25+of+the+population+needs+to+get+vaccinated+against+the+novel+coronavirus+to+achieve+herd+immunity.) to the model hub and I’m wondering how I can change the label names that are returned by the inference API. Right now, the API returns “LABEL\_0”, “LABEL\_1”, etc. with the predictions and I would like it to be something like “Economy”, “Welfare”, etc. I looked at the files of other hosted models and I saw that others changed the id2label and label2id in the config.json file, so I also did that [here](https://huggingface.co/MoritzLaurer/policy-distilbert-7d/blob/main/config.json), but the inference API still returns “LABEL\_0”. Do I…
After read this thread, my code looks like:
```auto
label2id = {
"0": "goodUser",
"1": "badUserFraud"
}
id2label = {
"goodUser": 0,
"badUserFraud": 1
}
# download model from model hub
config = AutoConfig.from_pretrained(args.model_name, label2id=label2id, id2label=id2label)
model = AutoModelForSequenceClassification.from_pretrained(args.model_name, config=config)
tokenizer = AutoTokenizer.from_pretrained(args.model_name)
```
The training step going well, but when deployment step I find this error:
Thanks in advance
---
**Author:**  [@moma1820](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Fu%2Fmoma1820)%5C
**Post date:** [August 28, 2021, 7:19am UTC](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Ft%2Fproblems-in-deployment-when-i-configure-my-own-labels%2F9529%2F2 "2021-08-28T07:19:33Z")
I would like to know this aswell
---
**Author:**  [@philschmid](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Fu%2Fphilschmid)%5C
**Post date:** [August 30, 2021, 7:41am UTC](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Ft%2Fproblems-in-deployment-when-i-configure-my-own-labels%2F9529%2F3 "2021-08-30T07:41:18Z")
Hey @Oigres,
Your configuration is vice-versa.
If you take a look at [config.json · distilbert-base-uncased-finetuned-sst-2-english at main](https://huggingface.co/distilbert-base-uncased-finetuned-sst-2-english/blob/main/config.json)
So the `id2label` needs to have as key the `id` and as value the `string`.
And the `label2id` needs to have as key the `string` and as value the `id` .
```python
id2label = {
"0": "goodUser",
"1": "badUserFraud"
}
label2id = {
"goodUser": 0,
"badUserFraud": 1
}
```
Easy to remember is the name is always `key2Value`.
---
**Author:**  [@Oigres](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Fu%2FOigres)%5C
**Post date:** [August 30, 2021, 10:48am UTC](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Ft%2Fproblems-in-deployment-when-i-configure-my-own-labels%2F9529%2F4 "2021-08-30T10:48:04Z")
Ohh! Seems true that the best debugging technique is taking a rest 😅
Thank you very much
---
**Author:**  [@jackyjoy123](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Fu%2Fjackyjoy123)%5C
**Post date:** [September 2, 2021, 12:21pm UTC](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Ft%2Fproblems-in-deployment-when-i-configure-my-own-labels%2F9529%2F5 "2021-09-02T12:21:31Z")
> [@philschmid](#):
>
> So the `id2label` needs to have as key the `id` and as value the `string` .
> And the `label2id` needs to have as key the `string` and as value the `id` .
>
> ```auto
> id2label = {
> "0": "goodUser",
> "1": "badUserFraud"
> }
>
> label2id = {
> "goodUser": 0,
> "badUserFraud": 1
> }
>
> ```
>
> Easy to remember is the name is always `key2Value` .
thanks for the awesome information.
---
**Author:**  [@jackyjoy123](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Fu%2Fjackyjoy123)%5C
**Post date:** [March 24, 2022, 10:45am UTC](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Ft%2Fproblems-in-deployment-when-i-configure-my-own-labels%2F9529%2F6 "2022-03-24T10:45:46Z")
> [@jackyjoy123](#):
>
> > [@philschmid](#):
> >
> > So the `id2label` needs to have as key the `id` and as value the `string` .
> >
> > > And the `label2id` needs to have as key the `string` and as value the `id` .
> > > [https://talktosonic.onl](https://talktosonic.onl) [https://talktowendys.vip](https://talktowendys.vip)
> > >
> > > ```auto
> > > id2label = {
> > >
> > > ```
> >
> > ```
> > "0": "goodUser",
> > "1": "badUserFraud"
> > }
> >
> > ```
> >
> > label2id = {
> > “goodUser”: 0,
> > “badUserFraud”: 1
> > }
> >
> > > ```auto
> > >
> > > Easy to remember is the name is always `key2Value` .
> > >
> > > ```
>
> thanks for the awesome information.
thanks my issue has been fixed.
---
**Author:**  [@lathashree01](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Fu%2Flathashree01)%5C
**Post date:** [July 12, 2023, 10:07pm UTC](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Ft%2Fproblems-in-deployment-when-i-configure-my-own-labels%2F9529%2F7 "2023-07-12T22:07:33Z")
Hi, I have a doubt here.
If I have already converted my labels to numbers and want to use the same, should I still create label2id and id2label?
I am trying to perform sequence classification in binary and multi-class settings.
Any discussion to help me understand this is greatly appreciated.
Thanks