Gemma-3-1B

Gemma 3 1B — a compact language model developed by Google DeepMind, achieving an impressive balance between size and capabilities. With just 1 billion parameters and a context window of 32,000 tokens, the model is highly efficient and capable of running on devices with limited resources. Thanks to its architecture, Gemma 3 1B optimizes memory usage, making it an ideal choice for embedded systems and mobile applications.

It's important to note that the 1B version is a text-only model and does not support image processing, unlike the larger variants in the Gemma 3 series (4B, 12B, and 27B), which offer multimodal capabilities.

Additionally, the model has limited language support and is primarily optimized for tasks in English.

Gemma 3 1B is available with open weights, making it easy to fine-tune and adapt to specific use cases. It comes in multiple quantization levels, ranging from 32-bit down to 4-bit, providing added flexibility when deploying on different hardware platforms.


Announce Date: 12.03.2025
Parameters: 1B
Context: 33K
Layers: 26, using full attention: 4
Attention Type: Sliding Window Attention
Developer: Google DeepMind
Transformers Version: 4.50.0.dev0
License: gemma

Public endpoint

Use our pre-built public endpoints for free to test inference and explore Gemma-3-1B capabilities. You can obtain an API access token on the token management page after registration and verification.
Model Name Context Type GPU Status Link
There are no public endpoints for this model yet.

Private server

Rent your own physically dedicated instance with hourly or long-term monthly billing.

We recommend deploying private instances in the following scenarios:

  • maximize endpoint performance,
  • enable full context for long sequences,
  • ensure top-tier security for data processing in an isolated, dedicated environment,
  • use custom weights, such as fine-tuned models or LoRA adapters.

Recommended server configurations for hosting Gemma-3-1B

Prices:
Name GPU Price, hour TPS Max Concurrency
teslat4-1.16.16.160
32,768.0
1 $0.33 35.436 Launch
rtx2080ti-1.10.16.500
32,768.0
1 $0.38 20.806 Launch
teslaa2-1.16.32.160
32,768.0
1 $0.38 52.190 35.436 Launch
teslaa10-1.16.32.160
32,768.0
1 $0.53 70.130 58.843 Launch
rtx3080-1.16.32.160
32,768.0
1 $0.57 17.881 Launch
rtx3090-1.16.24.160
32,768.0
1 $0.83 73.510 58.843 Launch
rtx4090-1.16.32.160
32,768.0
1 $1.02 95.840 58.843 Launch
teslav100-1.12.64.160
32,768.0
1 $1.20 82.251 Launch
rtxa5000-2.16.64.160.nvlink
32,768.0
tensor
2 $1.23 120.938 Launch
rtx5090-1.16.64.160
32,768.0
1 $1.59 94.310 82.251 Launch
teslaa100-1.16.64.160
32,768.0
1 $2.37 99.990 222.695 Launch
h100-1.16.64.160
32,768.0
1 $3.83 103.880 222.695 Launch
h100nvl-1.16.96.160
32,768.0
1 $4.11 205.740 263.657 Launch
h200-1.16.128.160
32,768.0
1 $4.74 401.175 Launch
Prices:
Name GPU Price, hour TPS Max Concurrency
teslat4-1.16.16.160
32,768.0
1 $0.33 35.659 Launch
rtx2080ti-1.10.16.500
32,768.0
1 $0.38 21.030 Launch
teslaa2-1.16.32.160
32,768.0
1 $0.38 35.659 Launch
teslaa10-1.16.32.160
32,768.0
1 $0.53 59.067 Launch
rtx3080-1.16.32.160
32,768.0
1 $0.57 18.104 Launch
rtx3090-1.16.24.160
32,768.0
1 $0.83 59.067 Launch
rtx4090-1.16.32.160
32,768.0
1 $1.02 59.067 Launch
teslav100-1.12.64.160
32,768.0
1 $1.20 82.474 Launch
rtxa5000-2.16.64.160.nvlink
32,768.0
tensor
2 $1.23 121.161 Launch
rtx5090-1.16.64.160
32,768.0
1 $1.59 82.474 Launch
teslaa100-1.16.64.160
32,768.0
1 $2.37 222.918 Launch
h100-1.16.64.160
32,768.0
1 $3.83 222.918 Launch
h100nvl-1.16.96.160
32,768.0
1 $4.11 263.881 Launch
h200-1.16.128.160
32,768.0
1 $4.74 401.399 Launch
Prices:
Name GPU Price, hour TPS Max Concurrency
teslat4-1.16.16.160
32,768.0
1 $0.33 35.436 Launch
rtx2080ti-1.10.16.500
32,768.0
1 $0.38 20.806 Launch
teslaa2-1.16.32.160
32,768.0
1 $0.38 51.260 35.436 Launch
teslaa10-1.16.32.160
32,768.0
1 $0.53 62.650 58.843 Launch
rtx3080-1.16.32.160
32,768.0
1 $0.57 17.881 Launch
rtx3090-1.16.24.160
32,768.0
1 $0.83 78.350 58.843 Launch
rtx4090-1.16.32.160
32,768.0
1 $1.02 87.180 58.843 Launch
teslav100-1.12.64.160
32,768.0
1 $1.20 82.251 Launch
rtxa5000-2.16.64.160.nvlink
32,768.0
tensor
2 $1.23 120.938 Launch
rtx5090-1.16.64.160
32,768.0
1 $1.59 83.910 82.251 Launch
teslaa100-1.16.64.160
32,768.0
1 $2.37 110.850 222.695 Launch
h100-1.16.64.160
32,768.0
1 $3.83 116.270 222.695 Launch
h100nvl-1.16.96.160
32,768.0
1 $4.11 260.990 263.657 Launch
h200-1.16.128.160
32,768.0
1 $4.74 401.175 Launch

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