GLM-Z1-32B-0414 is a specialized reasoning model with deep thinking capabilities, developed based on GLM-4-32B-0414 through cold-start initialization and extended reinforcement learning. The model has been further fine-tuned on tasks involving mathematics, programming, and logic, significantly enhancing its ability to solve complex problems. It supports a context window of up to 32K tokens, which can be extended to 128K using YaRN technology.
During training, comprehensive reinforcement learning based on pairwise ranking feedback was implemented, strengthening the model’s overall capabilities. Compared to the base model, GLM-Z1-32B-0414 demonstrates substantial improvements in mathematical reasoning and complex problem-solving. The model is capable of step-by-step problem analysis with detailed justification at each stage of reasoning.
GLM-Z1-32B-0414 excels in academic research, scientific computing, and educational applications where step-by-step explanations are required. It performs exceptionally well in mathematical proofs, algorithm analysis, logical puzzles, and high-complexity programming tasks. Its ability to engage in structured thinking makes it an indispensable tool for developing educational materials.
| Model Name | Context | Type | GPU | Status | Link |
|---|
There are no public endpoints for this model yet.
Rent your own physically dedicated instance with hourly or long-term monthly billing.
We recommend deploying private instances in the following scenarios:
| Name | GPU | TPS | Max Concurrency | |||
|---|---|---|---|---|---|---|
32,768.0 tensor |
2 | $0.54 | 1.710 | Launch | ||
32,768.0 tensor |
2 | $0.57 | 1.710 | Launch | ||
32,768.0 tensor |
2 | $0.93 | 9.264 | Launch | ||
32,768.0 tensor |
3 | $0.95 | 0.871 | Launch | ||
32,768.0 |
1 | $1.20 | 3.022 | Launch | ||
32,768.0 tensor |
2 | $1.23 | 9.264 | Launch | ||
32,768.0 tensor |
2 | $1.56 | 9.264 | Launch | ||
32,768.0 |
1 | $1.59 | 3.022 | Launch | ||
32,768.0 tensor |
4 | $1.82 | 2.864 | Launch | ||
32,768.0 tensor |
2 | $1.92 | 9.264 | Launch | ||
32,768.0 |
1 | $2.37 | 25.684 | Launch | ||
32,768.0 |
1 | $3.83 | 25.684 | Launch | ||
32,768.0 |
1 | $4.11 | 32.294 | Launch | ||
32,768.0 |
1 | $4.74 | 54.484 | Launch | ||
| Name | GPU | TPS | Max Concurrency | |||
|---|---|---|---|---|---|---|
32,768.0 tensor |
3 | $0.88 | 3.094 | Launch | ||
32,768.0 tensor |
2 | $0.93 | 4.405 | Launch | ||
32,768.0 tensor |
3 | $1.06 | 3.094 | Launch | ||
32,768.0 tensor |
2 | $1.23 | 4.405 | Launch | ||
32,768.0 tensor |
2 | $1.56 | 4.405 | Launch | ||
32,768.0 tensor |
2 | $1.92 | 4.405 | Launch | ||
32,768.0 tensor |
2 | $2.22 | 11.959 | Launch | ||
32,768.0 |
1 | $2.37 | 20.825 | Launch | ||
32,768.0 tensor |
2 | $2.93 | 11.959 | Launch | ||
32,768.0 |
1 | $3.83 | 20.825 | Launch | ||
32,768.0 |
1 | $4.11 | 27.435 | Launch | ||
32,768.0 |
1 | $4.74 | 49.625 | Launch | ||
| Name | GPU | TPS | Max Concurrency | |||
|---|---|---|---|---|---|---|
32,768.0 tensor |
6 | $1.65 | 3.284 | Launch | ||
32,768.0 tensor |
4 | $1.75 | 5.907 | Launch | ||
32,768.0 tensor |
4 | $2.34 | 5.907 | Launch | ||
32,768.0 |
1 | $2.50 | 2.287 | Launch | ||
32,768.0 tensor |
4 | $2.97 | 5.907 | Launch | ||
32,768.0 tensor |
4 | $3.68 | 5.907 | Launch | ||
32,768.0 tensor |
3 | $3.89 | 7.218 | Launch | ||
32,768.0 |
1 | $3.95 | 2.287 | Launch | ||
32,768.0 |
1 | $4.11 | 8.897 | Launch | ||
32,768.0 tensor |
3 | $4.34 | 7.218 | Launch | ||
32,768.0 |
1 | $4.74 | 31.087 | Launch | ||
Contact our dedicated neural networks support team at nn@immers.cloud or send your request to the sales department at sale@immers.cloud.