Quantized model repository for different backends
@cccclai is already working on this.
Since Sep 25, 2025.
- Dominant language
- Python
- Stars
- 5k
- Forks
- 1.2k
- Avg merge
- 2d 10h
- Merged PRs (30d)
- 581
Description
🚀 The feature, motivation and pitch
Hi,
I've been wondering if there's a public repository of .pte files for specific backends. For example, while I can generate .pte files for the Llama 3.2 1B model targeting the QNN backend, that model doesn’t work at all—it produces gibberish outputs consistently, as others have also reported.
Unfortunately, I don’t have the compute resources to generate .pte files for larger models like the 8B variant, which might actually work. This leaves the entire exercise stuck.
Is there a community repository or source where precompiled .pte files for larger models and backends are shared?
Alternatives
No response
Additional context
No response
RFC (Optional)
No response
cc @larryliu0820 @mergennachin @cccclai @helunwencser @jackzhxng
Contributor guide
First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Assessment
This issue has not been assessed yet.