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Laya-Integrated-Memory-V22
vtava/Laya-Integrated-Memory-V22
Laya-Integrated-Memory-V22 is a text generation model from vtava. Use it when you need the model to write or continue text. It is set up for transformers.
Research artifact from TinyCeNN-LM. Architecture: integratedmemoryv22.
Access
Public
Updated Sep 23, 2026
Repo size
446 MB
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Repo makeup
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.pt125 MB · 100%
At a glance
- Task
- Text Generation
- Library
- transformers
- Access
- Public
- Created
- Sep 22, 2026
- Updated
- Sep 23, 2026
- SHA
- eeeebd50
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Model card
From the Hugging Face model README
Laya-Integrated-Memory-V22
Research artifact from TinyCeNN-LM. Architecture: integrated_memory_v22.
Architecture
- Architecture/run type:
integrated_memory_v22 - Base model:
not recorded - Dataset:
Not recorded - Source code: https://github.com/vtavakkoli/TinyCeNN-LM
Latest saved results
No structured training report was found in this upload.
The Hugging Face repository keeps timestamped run artifacts under runs/. This preserves training reports, configs and run metadata independently of the temporary Colab filesystem.
Saved experiment files
report.json
Reproducibility
Run the matching notebook from the TinyCeNN-LM repository. Colab notebooks use a Hugging Face write token from the HF_TOKEN Colab Secret; tokens should never be pasted into notebook source.
Limitations
This is a research checkpoint. Metrics saved here are the metrics produced by the corresponding training notebook/script; unless explicitly marked as held-out evaluation, they should not be treated as publication-grade benchmark results. Generation quality can differ substantially from the base model.
Citation
If you use this experimental checkpoint, cite the TinyCeNN-LM repository and the upstream base model.
- Task
- Text Generation
- Library
- transformers
- Created
- Sep 22, 2026
- Updated
- Sep 23, 2026