Inference API: The easiest way to integrate NLP models for inference!

Learn How to use HuggingFace Inference API to easily integrate NLP models for inference via simple API calls.

NLP Beginner to Advanced Playlist:

I am a Freelance Data Scientist working on Natural Language Processing (NLP) and building end-to-end NLP applications.

I have over 7 years of experience in the industry, including as a Lead Data Scientist at Oracle, where I worked on NLP and MLOps.

I Share Practical hands-on tutorials on NLP and Bite-sized information and knowledge related to Artificial Intelligence.

#nlp #bert #transformers #machinelearning #artificialintelligence #datascience

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[alijawwad]

Fantastic. The likes on the video dont do the justice how great the helpful the video is.

[Nandhakumar_Arumugam]

Simple one. But a valuable for someone who is making the transition from Intermediate (codes own model) to Advanced (uses Pretrained model) Kudos🎉

[sohailpatel]

Thanks man! Didn't know it was this easy.

[johnknapp]

Hey Pradip, that's very well presented. Good job!

[mjacfardk]

Thank you brother for the great tutorial 🙏

[mikiallen]

thanks sir for the work you do, however I want to know
1- how one can integrate specific set of models (pre-trained) ones in to Rstudio ? so that one can simply run examples on data "proprietary in my case " locally within R
2- is there a way to ask the inference API for tasks different from the typical sentiment classification of text for example "multi-entity tagging", "modalities" ....etc

your input is highly appreciated

[QuantumCanvas]

is there any free text to text generation api. i want it for my hackathon project

[Madiha]

Hello sir can you please tell how we can generate hugging face api key for building a react app, please reply with an elaborated answer sir.

[zaidshaikh]

hey i am using one api which takes input as a text and gives its summary. but i am not getting output correct.
output = query({
"inputs": text,
})
summary = output

but not getting output in this case.
even when i am using this
summary = output[0]
still not getting

[kettleghost]

Hello sir, can you please illustrate how to use a question-answering model like t5 by js inference? Thank you

[rumaiSa-yd]

Please reply, İ don't get the deploy button shown to me on any model page

[SD-rgmj]

hello I would like the photos he describes to me to go directly to a Google, could it work with the api?

Thanks a lot

[loadsofpizza]

If you can't find the snippet code what does that mean?

[allandclive]

Hello, can it handle real time Speech to Text with ASR models?

[pariworecords]

Thank you soo much brother! My only question is that I don't have Colab Notebook. Do you know where I could possibly access it and is it also usable for Mac users or are there any alternatives. Blessings

[DebalinaGhoshPaul]

Can you please show how can I use a code generation model of Hugging face like DeepSeekcoder or StartCoder using Inference API, as I am getting error.

[mmet]

hi how can i use a huggingface api in my flutter app ?

[karthikdatta]

Hey, can you please answer this, if we want to use a custom model for inference, where do I specify my outputs and inputs? where do I host the code for the model?

[HasimFN]

I tried a model, and api said max 10 candidates