satgeze/Gemma4-12B-Uncensored-HauhauCS-1.5M-GGUF
Text Generation • 12B • Updated • 2 • 1
Beyond 1M Context
Models needle-certified past one million tokens, plus the ceiling studies. All raw data published, misses included.
Note Certified 10/10 through 1,310,720 tokens (f16 KV, single RTX 5090). 1.57M at 9/10 on q8 KV. The 2M ceiling study ships with it.
satgeze/Gemma4-12B-Uncensored-HauhauCS-1M-GGUF
Text Generation • 12B • Updated • 529Note The 4x/1M sibling: full ladder 10/10 to 1M on a 32GB card.