Total runs:
1.1M
Run Growth:
53.9K
Growth Rate:
4.78%
Sponsored by
Agentkit
litert-community / Hammer2.1-1.5b
Model's Last Updated: September 23 2025
text-generation
Introduction of Hammer2.1-1.5b
Model Details of Hammer2.1-1.5b
litert-community/Hammer2.1-1.5b
This model provides a few variants of MadeAgents/Hammer2.1-1.5b that are ready for deployment on Android using the LiteRT (fka TFLite) stack and MediaPipe LLM Inference API .
Use the models
Colab
Disclaimer: The target deployment surface for the LiteRT models is Android/iOS/Web and the stack has been optimized for performance on these targets. Trying out the system in Colab is an easier way to familiarize yourself with the LiteRT stack, with the caveat that the performance (memory and latency) on Colab could be much worse than on a local device.
Android
- Download and install the apk .
- Follow the instructions in the app.
To build the demo app from source, please follow the instructions from the GitHub repository.
Performance
Android
Note that all benchmark stats are from a Samsung S24 Ultra with 1280 KV cache size with multiple prefill signatures enabled.
| Backend | Prefill (tokens/sec) | Decode (tokens/sec) | Time-to-first-token (sec) | Memory (RSS in MB) | Model size (MB) | |
|---|---|---|---|---|---|---|
| dynamic_int8 | cpu |
194.97 tk/s |
23.94 tk/s |
1.72 s |
1,877 MB |
1,542 MB |
| dynamic_int8 | gpu |
966.04 tk/s |
24.08 tk/s |
6.23 s |
3,214 MB |
1,542 MB |
- Model Size: measured by the size of the .tflite flatbuffer (serialization format for LiteRT models)
- Memory: indicator of peak RAM usage
- The inference on CPU is accelerated via the LiteRT XNNPACK delegate with 4 threads
- Benchmark is run with cache enabled and initialized. During the first run, the time to first token may differ.
- dynamic_int8: quantized model with int8 weights and float activations.
Runs of litert-community Hammer2.1-1.5b on huggingface.co
260
Total runs
0
24-hour runs
-9
3-day runs
-36
7-day runs
170
30-day runs
More Information About Hammer2.1-1.5b huggingface.co Model
Url of Hammer2.1-1.5b
Hammer2.1-1.5b huggingface.co Url
Provider of Hammer2.1-1.5b huggingface.co
Other API from litert-community
Updated:August 31 2026
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