Qwen2.5-0.5B is the smallest model in the series, featuring 500 million parameters. It supports a 32K-token context window and can generate up to 8K tokens at once. The key advantages of this model are its exceptionally low power consumption and high processing speed while maintaining reasonable output quality. Optimized for deployment on resource-constrained devices—including mobile devices, IoT systems, and edge computing—it delivers solid performance in language understanding and basic reasoning tasks thanks to its high-quality pretraining on 18 trillion tokens.
Qwen2.5-0.5B is ideal for integration into applications requiring fast responses with limited computational power, such as website chatbots, mobile assistants, autocompletion systems, and basic text processing. It also serves as an excellent base model for fine-tuning specific tasks with minimal training and inference costs.
| 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 | 184.55 | 32.805 | Launch | |
32,768.0 |
1 | $0.53 | 285.45 | 52.107 | Launch | |
32,768.0 |
1 | $0.57 | 339.69 | 20.483 | Launch | |
32,768.0 |
1 | $0.83 | 366.34 | 54.681 | Launch | |
32,768.0 |
1 | $1.02 | 377.21 | 53.649 | Launch | |
32,768.0 tensor |
2 | $1.56 | 110.401 | Launch | ||
32,768.0 |
1 | $1.59 | 73.739 | Launch | ||
32,768.0 |
1 | $2.37 | 289.32 | 191.253 | Launch | |
32,768.0 |
1 | $3.83 | 402.00 | 191.082 | Launch | |
32,768.0 |
1 | $4.11 | 173.00 | 225.207 | Launch | |
32,768.0 tensor |
2 | $4.61 | 383.653 | Launch | ||
32,768.0 |
1 | $4.74 | 339.803 | Launch | ||
32,768.0 tensor |
2 | $9.40 | 680.752 | Launch | ||
| Name | GPU | TPS | Max Concurrency | |||
|---|---|---|---|---|---|---|
32,768.0 |
1 | $0.38 | 110.32 | 30.539 | Launch | |
32,768.0 |
1 | $0.53 | 269.81 | 49.760 | Launch | |
32,768.0 |
1 | $0.57 | 305.95 | 18.963 | Launch | |
32,768.0 |
1 | $0.83 | 272.34 | 52.307 | Launch | |
32,768.0 |
1 | $1.02 | 264.12 | 52.102 | Launch | |
32,768.0 tensor |
2 | $1.56 | 107.974 | Launch | ||
32,768.0 |
1 | $1.59 | 72.299 | Launch | ||
32,768.0 |
1 | $2.37 | 282.40 | 188.800 | Launch | |
32,768.0 |
1 | $3.83 | 253.29 | 188.282 | Launch | |
32,768.0 |
1 | $4.11 | 240.71 | 222.354 | Launch | |
32,768.0 tensor |
2 | $4.61 | 381.227 | Launch | ||
32,768.0 |
1 | $4.74 | 338.363 | Launch | ||
32,768.0 tensor |
2 | $9.40 | 678.325 | Launch | ||
| Name | GPU | TPS | Max Concurrency | |||
|---|---|---|---|---|---|---|
32,768.0 |
1 | $0.38 | 128.69 | 31.392 | Launch | |
32,768.0 |
1 | $0.53 | 243.56 | 50.773 | Launch | |
32,768.0 |
1 | $0.57 | 313.30 | 19.150 | Launch | |
32,768.0 |
1 | $0.83 | 305.44 | 53.374 | Launch | |
32,768.0 |
1 | $1.02 | 332.51 | 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 | 190.000 | Launch | ||
32,768.0 |
1 | $3.83 | 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.