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To use DeepInfra's API, you'll need an API key.
You'll use this API key in your requests to authenticate with our services.
Whisper is a Speech-To-Text model from OpenAI. Given an audio file with voice data it produces human speech recognition text with per sentence timestamps. There are different model sizes (small, base, large, etc.) and variants for English, see more at deepinfra.com. By default, Whisper produces by sentence timestamp segmentation. We also host whisper-timestamped that can provide timestamps for words in the audio. You can use it with our REST API. Here's how to use it:
curl -X POST \
-F "audio=@/home/user/all-in-01.mp3" \
-H "Authorization: Bearer YOUR_API_KEY" \
'https://api.deepinfra.com/v1/inference/openai/whisper-timestamped-medium.en'
To see additional parameters and how to call this model, check out the documentation page for complete API reference and examples.
If you have any question, just reach out to us on our Discord server.
Qwen3.5 27B API Benchmarks: Latency, Throughput & Cost<p>About Qwen3.5 27B (Reasoning) Qwen3.5 27B is part of Alibaba Cloud’s latest-generation foundation model family, released in February 2026. Unlike the Mixture-of-Experts variants in the Qwen3.5 series, the 27B model uses a dense architecture combining Gated Delta Networks and Feed Forward Networks. It achieves strong benchmark scores including MMLU-Pro (86.1%), GPQA Diamond (85.5%), and SWE-bench […]</p>
Use OpenAI API clients with LLaMasGetting started
# create a virtual environment
python3 -m venv .venv
# activate environment in current shell
. .venv/bin/activate
# install openai python client
pip install openai
Choose a model
meta-llama/Llama-2-70b-chat-hf
[meta-llama/L...
How to deploy google/flan-ul2 - simple. (open source ChatGPT alternative)Flan-UL2 is probably the best open source model available right now for chatbots. In this post
we will show you how to get started with it very easily. Flan-UL2 is large -
20B parameters. It is fine tuned version of the UL2 model using Flan dataset.
Because this is quite a large model it is not eas...© 2026 Deep Infra. All rights reserved.