Sakana AICycleQD
Llama-3-8B-Instruct-CycleQD-CS
CycleQD-CS combines Sakana's three task experts through quality-diversity evolution.
Research release
Evolution combines skills in one checkpoint
CycleQD uses model merging and singular-value mutation, cycling which skill defines quality.Sakana AI CycleQD training method
Evaluate all three task types
Practical guidance. Compare the merged model with each expert on its own specialty. An average score can hide a loss in database work even when coding improves.
Specifications & access
| Detail | Value and conditions |
|---|---|
| Status | Research release |
| Access | Downloadable |
| Model identifiers | SakanaAI/Llama-3-8B-Instruct-CycleQD-CS |
| Ancestry | Llama 3 8B Instruct through the OS, DB and Coding experts.Llama-3-8B-Instruct-CycleQD-CS official model card |
| Terms | Llama 3 license; research prototype.Llama-3-8B-Instruct-CycleQD-CS official model card |
Related models
Coding expert used by the CycleQD project.
Launch date not confirmedResearch releaseDownloadable- Llama-3-8B-Instruct-DB-Expert
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Database expert used by the CycleQD project.
Launch date not confirmedResearch releaseDownloadable - Llama-3-8B-Instruct-OS-Expert
Sakana AI · CycleQD
Operating-system expert used by the CycleQD project.
Launch date not confirmedResearch releaseDownloadable