John Leimgruber III's picture

John Leimgruber III PRO

ubergarm

·

https://blog.aifoundry.org/p/adventures-in-model-quantization

AI & ML interests

Open LLMs and Astrophotography image processing.

Recent Activity

new activity about 17 hours ago

ubergarm/GLM-5.1-GGUF:GLM 5.1 vs GLM 5 - burns A LOT output tokens on thinking

new activity about 17 hours ago

tarruda/Qwen3.5-397B-A17B-GGUF:What are your tokens/s? And what about rewriting MiniMax m2.7? Great work man!

new activity about 17 hours ago

ubergarm/MiniMax-M2.7-GGUF:Quick bench for smol-IQ3_KS on 2 GPUs

View all activity

Organizations

ubergarm 's models 43

ubergarm/MiniMax-M2.7-GGUF

Text Generation • 229B • Updated 2 days ago • 1.77k • 14

ubergarm/GLM-5.1-GGUF

Text Generation • 754B • Updated 5 days ago • 9.53k • 19

ubergarm/Qwen3.5-397B-A17B-GGUF

Text Generation • 396B • Updated 11 days ago • 4.77k • 34

ubergarm/Qwen3.5-27B-GGUF

Text Generation • 27B • Updated 25 days ago • 2.18k • 8

ubergarm/Qwen3.5-122B-A10B-GGUF

Text Generation • 122B • Updated 25 days ago • 5.57k • 18

ubergarm/Qwen3.5-35B-A3B-GGUF

Text Generation • 35B • Updated 29 days ago • 2.34k • 6

ubergarm/Qwen3-Coder-Next-GGUF

Text Generation • 80B • Updated Feb 26 • 1.91k • 15

ubergarm/Step-3.5-Flash-GGUF

Text Generation • 197B • Updated Feb 16 • 591 • 40

ubergarm/MiniMax-M2.5-GGUF

Text Generation • 229B • Updated Feb 15 • 690 • 51

ubergarm/GLM-5-GGUF

Text Generation • 754B • Updated Feb 15 • 223 • 16

ubergarm/Kimi-K2.5-GGUF

Text Generation • 1T • Updated Feb 6 • 80 • 11

ubergarm/GLM-4.7-Flash-GGUF

Text Generation • 30B • Updated Jan 21 • 150 • 22

ubergarm/DeepSeek-V3.2-Speciale-GGUF

Text Generation • 671B • Updated Jan 9 • 280 • 17

ubergarm/MiMo-V2-Flash-GGUF

Text Generation • 309B • Updated Jan 6 • 36 • 2

ubergarm/Devstral-Small-2-24B-Instruct-2512-GGUF

Text Generation • 24B • Updated Dec 25, 2025 • 52

ubergarm/GLM-4.7-GGUF

Text Generation • 358B • Updated Dec 24, 2025 • 119 • 24

ubergarm/Devstral-2-123B-Instruct-2512-GGUF

Text Generation • Updated Dec 10, 2025 • 73 • 6

ubergarm/GigaChat3-10B-A1.8B-GGUF

Text Generation • Updated Nov 21, 2025 • 126 • 12

ubergarm/Kimi-K2-Thinking-GGUF

Text Generation • Updated Nov 20, 2025 • 84 • 21

ubergarm/Ling-1T-GGUF

Text Generation • Updated Oct 29, 2025 • 41 • 11

ubergarm/GLM-4.6-GGUF

Text Generation • 357B • Updated Oct 2, 2025 • 35 • 28

ubergarm/DeepSeek-V3.1-Terminus-GGUF

Text Generation • Updated Sep 26, 2025 • 55 • 8

ubergarm/Kimi-K2-Instruct-0905-GGUF

Text Generation • Updated Sep 8, 2025 • 42 • 15

ubergarm/GLM-4.5-GGUF

Text Generation • Updated Aug 28, 2025 • 96 • 20

ubergarm/Qwen3-Coder-30B-A3B-Instruct-GGUF

Text Generation • Updated Aug 28, 2025 • 244 • 10

ubergarm/Qwen3-Coder-480B-A35B-Instruct-GGUF

Text Generation • Updated Aug 28, 2025 • 51 • 15

ubergarm/DeepSeek-V3.1-GGUF

Text Generation • Updated Aug 24, 2025 • 91 • 14

ubergarm/GLM-4.5-Air-GGUF

Text Generation • Updated Aug 8, 2025 • 601 • 32

ubergarm/Qwen3-30B-A3B-Thinking-2507-GGUF

Text Generation • Updated Jul 30, 2025 • 368 • 10

ubergarm/Qwen3-30B-A3B-Instruct-2507-GGUF

Text Generation • Updated Jul 30, 2025 • 499 • 14