2023-2024Leaderboard
8x HuggingFace #1 Champion
Multiple #1 positions across two leaderboard eras
★8x #1 HuggingFace Open LLM Leaderboard
Eight #1 positions on the HuggingFace Open LLM Leaderboard across both v1 and v2 eras, competing with models from major tech firms and AI labs using original post-training techniques (UNA and MGS) applied systematically across different base architectures. Competed against 70B models with 7B, and maintained contamination-free benchmarks.
- Client
- Independent — Juanako.AI
- Role
- Sole author
- Duration
- 2023-2024
- Team
- Solo
Outcomes
8
Total #1 Positions
v1 & v2
Leaderboard Eras
1.5B to 34B
Model Sizes
4+
Base Architectures
Highlights
- •8 separate #1 positions across 2023-2024
- •Displaced Intel's neural-chat from #1 (Nov 2023)
- •#8 ALL SIZES with Cybertron v2 — 7B competing against 70B+
- •#1 across ALL model sizes with TheBeagle (Jan 2024)
- •Contamination-free verification with 5-gram analysis
- •Consistent results across Mistral, Intel, Yi/Smaug, and Qwen bases
Model Releases
Juanako 7B UNA
#1 7B — displaced Intel neural-chat
28-Nov-2023
Cybertron 7B v1
#1 7B
02-Dec-2023
Cybertron 7B v2
#1 7B, #8 ALL SIZES
05-Dec-2023
UNA-TheBeagle 7B v1
#1 ALL SIZES, 73 ARC
11-Jan-2024
UNA-SimpleSmaug 34B
#1 34B
04-Feb-2024
Cybertron v4 MGS
#1 7-8B class
30-Oct-2024
MiniClaus 1.5B UNAMGS
Top 1.5B category
07-Nov-2024
Cybertron v4 UNAMGS
#1 7-8B, contamination-free
21-Nov-2024
01
The Track Record
8 separate #1 positions across 2023-2024. Displaced Intel's neural-chat from #1 in November 2023. Reached #8 ALL SIZES with Cybertron v2 — a 7B model competing against 70B+ models.
#1 across ALL model sizes with TheBeagle in January 2024. Contamination-free verification with 5-gram analysis. Consistent results across Mistral, Intel, Yi/Smaug, and Qwen bases.
#1 LeaderboardLLMPost-TrainingUNAMGSOpen Source