Qwen2-0.5B is an ultra-compact language model with 0.5 billion parameters, specifically designed for deployment on mobile and IoT devices. The model utilizes GQA (Grouped Query Attention) and tied embeddings to optimize performance, an architectural feature that significantly reduces energy consumption and memory usage during inference.
Trained on a high-quality multilingual dataset of 12 trillion tokens, the model is capable of handling around 30 languages, including Russian and several relatively rare languages. Despite its compact size, it demonstrates strong performance in basic language tasks. However, the key advantage of Qwen2-0.5B is its ability to be efficiently deployed on smartphones, headphones, smart glasses, and other embedded systems.
Its low memory and computational requirements make it ideal for edge computing applications. Qwen2-0.5B is particularly well-suited for developing personal assistants on mobile devices, simple chatbots, real-time text processing on IoT devices, and as a base model for specialized fine-tuning in resource-constrained environments.
| Model Name | Context | Type | GPU | Status | Link |
|---|
There are no public endpoints for this model yet.
An endpoint is a server with pre-installed software that automatically downloads neural network weights and launches an OpenAI-compatible API to handle incoming requests.
A private endpoint is created within the user's project, belongs exclusively to the user, and is billed per server configuration in accordance with the infrastructure pricing.
We recommend creating private endpoints when you need to:
| Name | GPU | TPS | Max Concurrency | |||
|---|---|---|---|---|---|---|
32,768.0 |
1 | $0.38 | 118.02 | 31.392 | Launch | |
32,768.0 |
1 | $0.53 | 227.66 | 50.773 | Launch | |
32,768.0 |
1 | $0.57 | 263.11 | 19.150 | Launch | |
32,768.0 |
1 | $0.83 | 282.86 | 53.374 | Launch | |
32,768.0 |
1 | $1.02 | 310.91 | 53.276 | Launch | |
32,768.0 tensor |
2 | $1.56 | 109.228 | Launch | ||
32,768.0 |
1 | $1.59 | 72.485 | Launch | ||
32,768.0 |
1 | $2.37 | 265.32 | 190.000 | Launch | |
32,768.0 |
1 | $3.83 | 213.89 | 189.828 | Launch | |
32,768.0 |
1 | $4.11 | 223.954 | Launch | ||
32,768.0 tensor |
2 | $4.61 | 382.480 | Launch | ||
32,768.0 |
1 | $4.74 | 338.549 | Launch | ||
32,768.0 tensor |
2 | $9.40 | 679.579 | Launch | ||
Contact our dedicated neural networks support team at support@immers.cloud or send your request to the sales department at sale@immers.cloud.