Public KG record
Ripple-65B Preview
Recorded overview
65B dense Transformer with 1M context, pretrained on 12T tokens using gated atte
An evidence-backed entity from the project knowledge graph; detailed tool metadata is still being added.
Recorded details
- Benchmarks: 80.52 on Terminal-Bench 2.1
- Benchmarks: 39.4 on SciCode
- Benchmarks: 79.1 on SWE-bench Pro v2.0 Hard
- Benchmarks: 76.5 on SWE-bench Verified
- Benchmarks: 98.3 on AIME 2025
- Benchmarks: 90.5 on HMMT Feb 2026
- Benchmarks: 80.5% on Terminal-Bench 2.1
- Benchmarks: Terminal-Bench 2.1
Evidence coverage
The KG currently records 12 known information dimensions and has 6 undocumented dimensions, linked to 2 public source articles. These counts describe record coverage, not model performance or verified fit.
Related public records
- Ricursive Intelligence — develops
- Transformers — based on
- Terminal-Bench 2.1 — evaluated on
- NVFP4 — has feature
- Reinforcement Learning — has feature