Architectural quantization line targeting ~13 GB with solid Q4 quality and fast RAM streaming on 16GB VRAM.
IsValorum
IsValorum
AI & ML interests
I'm tired of generic quantizations that consume too many resources when they could be even higher quality and consume much less, but nobody was doing it then I thought Why don't I do it myself? And here I am, the first person to dedicate everything to quality over quantity.
Recent Activity
new activity about 14 hours ago
IsValorum/Qwen3.6-35B-A3B-MTP-APEX-I-MiniPlus-V2.1-Abliterated-GGUF:MTP questions updated a collection about 15 hours ago
APEX-I-NanoPlus updated a model about 16 hours ago
IsValorum/Qwen3.6-35B-A3B-MTP-APEX-I-NanoPlus-GGUFOrganizations
None yet
Definitive frontier V2.1 specification within the 13-14 GB envelope with zero AVX2 stalls.
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IsValorum/Qwen3.8-35B-A3B-Distill-MTP-APEX-I-MiniPlus-V2.1-GGUF
Text Generation • 35B • Updated • 6.93k • 11 -
IsValorum/Occamy-1.0-APEX-I-MiniPlus-V2.1-GGUF
Text Generation • 35B • Updated • 2.89k • 9 -
IsValorum/Nex-N2.5-mini-APEX-I-MiniPlus-V2.1-GGUF
Text Generation • 35B • Updated • 2.42k • 2 -
IsValorum/KAT-Coder-V2.5-Dev-APEX-I-MiniPlus-V2.1-GGUF
Text Generation • 35B • Updated • 2.5k • 2
Historical legacy collection of early APEX-I-MiniPlus V1 quantization releases.
Official collection of Abliterated / Uncensored APEX-I-MiniPlus models.
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IsValorum/Occamy-1.0-APEX-I-MiniPlus-V2.1-Abliterated-GGUF
Text Generation • 35B • Updated • 2.55k • 5 -
IsValorum/Qwen3.8-35B-A3B-Distill-MTP-APEX-I-MiniPlus-V2.1-Abliterated-GGUF
Text Generation • 35B • Updated • 4.62k • 6 -
IsValorum/Qwen3.6-35B-A3B-MTP-APEX-I-MiniPlus-V2.1-Abliterated-GGUF
Image-Text-to-Text • 35B • Updated • 69 • 1
Historical legacy collection of APEX-I-MiniPlus V2 quantization releases.
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IsValorum/Occamy-1.0-APEX-I-MiniPlus-V2-GGUF
Image-Text-to-Text • 35B • Updated • 7.5k • 7 -
IsValorum/Apodex-1.1-mini-APEX-I-MiniPlus-V2-GGUF
Image-Text-to-Text • 36B • Updated • 2.62k -
IsValorum/KAT-Coder-V2.5-Dev-APEX-I-MiniPlus-V2-GGUF
Text Generation • 35B • Updated • 2.19k -
IsValorum/Thomson-1.0-Small-APEX-I-MiniPlus-V2-GGUF
Image-Text-to-Text • 35B • Updated • 2.14k
Handcrafted APEX-I GGUFs optimized for 4GB-24GB VRAM setups with high throughput.
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IsValorum/Iris-mini-APEX-I-MiniPlus-V1-GGUF
Text Generation • 36B • Updated • 3.09k • 2 -
IsValorum/Nex-N2.5-mini-APEX-I-MiniPlus-V1-GGUF
Image-Text-to-Text • 35B • Updated • 3.48k • 3 -
IsValorum/Occamy-1.0-APEX-I-MiniPlus-V2-GGUF
Image-Text-to-Text • 35B • Updated • 7.5k • 7 -
IsValorum/Apodex-1.1-mini-APEX-I-MiniPlus-V2-GGUF
Image-Text-to-Text • 36B • Updated • 2.62k
Architectural quantization line targeting ~13 GB with solid Q4 quality and fast RAM streaming on 16GB VRAM.
Official collection of Abliterated / Uncensored APEX-I-MiniPlus models.
-
IsValorum/Occamy-1.0-APEX-I-MiniPlus-V2.1-Abliterated-GGUF
Text Generation • 35B • Updated • 2.55k • 5 -
IsValorum/Qwen3.8-35B-A3B-Distill-MTP-APEX-I-MiniPlus-V2.1-Abliterated-GGUF
Text Generation • 35B • Updated • 4.62k • 6 -
IsValorum/Qwen3.6-35B-A3B-MTP-APEX-I-MiniPlus-V2.1-Abliterated-GGUF
Image-Text-to-Text • 35B • Updated • 69 • 1
Definitive frontier V2.1 specification within the 13-14 GB envelope with zero AVX2 stalls.
-
IsValorum/Qwen3.8-35B-A3B-Distill-MTP-APEX-I-MiniPlus-V2.1-GGUF
Text Generation • 35B • Updated • 6.93k • 11 -
IsValorum/Occamy-1.0-APEX-I-MiniPlus-V2.1-GGUF
Text Generation • 35B • Updated • 2.89k • 9 -
IsValorum/Nex-N2.5-mini-APEX-I-MiniPlus-V2.1-GGUF
Text Generation • 35B • Updated • 2.42k • 2 -
IsValorum/KAT-Coder-V2.5-Dev-APEX-I-MiniPlus-V2.1-GGUF
Text Generation • 35B • Updated • 2.5k • 2
Historical legacy collection of APEX-I-MiniPlus V2 quantization releases.
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IsValorum/Occamy-1.0-APEX-I-MiniPlus-V2-GGUF
Image-Text-to-Text • 35B • Updated • 7.5k • 7 -
IsValorum/Apodex-1.1-mini-APEX-I-MiniPlus-V2-GGUF
Image-Text-to-Text • 36B • Updated • 2.62k -
IsValorum/KAT-Coder-V2.5-Dev-APEX-I-MiniPlus-V2-GGUF
Text Generation • 35B • Updated • 2.19k -
IsValorum/Thomson-1.0-Small-APEX-I-MiniPlus-V2-GGUF
Image-Text-to-Text • 35B • Updated • 2.14k
Historical legacy collection of early APEX-I-MiniPlus V1 quantization releases.
Handcrafted APEX-I GGUFs optimized for 4GB-24GB VRAM setups with high throughput.
-
IsValorum/Iris-mini-APEX-I-MiniPlus-V1-GGUF
Text Generation • 36B • Updated • 3.09k • 2 -
IsValorum/Nex-N2.5-mini-APEX-I-MiniPlus-V1-GGUF
Image-Text-to-Text • 35B • Updated • 3.48k • 3 -
IsValorum/Occamy-1.0-APEX-I-MiniPlus-V2-GGUF
Image-Text-to-Text • 35B • Updated • 7.5k • 7 -
IsValorum/Apodex-1.1-mini-APEX-I-MiniPlus-V2-GGUF
Image-Text-to-Text • 36B • Updated • 2.62k