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IsValorum

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P(doom) Rejects the premise

jamatdev's profile picture

HeavyTon's profile picture

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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 10 hours ago

IsValorum/Qwen3.8-27B-EfficientThink-Uncensored-VAL-APEX-I-MiniPlus-V2.1-GGUF:Fixed: 'blk.64.attn_norm.weight not found' loading error in llama.cpp (How to fix locally without redownloading)

new activity about 10 hours ago

IsValorum/Qwen3.8-27B-EfficientThink-Uncensored-VAL-APEX-I-NanoPlus-GGUF:Fixed: 'blk.64.attn_norm.weight not found' loading error in llama.cpp (How to fix locally without redownloading)

new activity about 10 hours ago

IsValorum/MiniPlus-NanoPlus-Requests:Model Requests & Suggestions

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Organizations

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IsValorum 's collections 8

VAL-APEX-I

Official collection of models quantized under the VAL-APEX-I standard for dense hybrid linear-quadratic architectures.

IsValorum/Huihui-Qwen3.8-27B-Abliterated-VAL-APEX-I-MiniPlus-V2.1-GGUF

Text Generation • 27B • Updated about 15 hours ago • 2.9k • 3
IsValorum/Huihui-Qwen3.8-27B-Abliterated-VAL-APEX-I-NanoPlus-GGUF

Text Generation • 27B • Updated about 15 hours ago • 3.03k • 1
IsValorum/Qwen3.8-27B-EfficientThink-Uncensored-VAL-APEX-I-MiniPlus-V2.1-GGUF

Text Generation • 2B • Updated about 10 hours ago • 5.05k • 4
IsValorum/Qwen3.8-27B-EfficientThink-Uncensored-VAL-APEX-I-NanoPlus-GGUF

Text Generation • 2B • Updated about 10 hours ago • 6.19k • 4

APEX-I-NanoPlus

Architectural quantization line targeting 12-13 GB with solid Q4 quality and fast RAM streaming on 16GB VRAM.

IsValorum/Qwen3.6-35B-A3B-MTP-APEX-I-NanoPlus-GGUF

Image-Text-to-Text • 36B • Updated about 15 hours ago • 4.73k • 4
IsValorum/Occamy-1.0-APEX-I-NanoPlus-GGUF

Image-Text-to-Text • 35B • Updated about 15 hours ago • 3.87k • 5
IsValorum/Ornith-1.5-35B-A3B-APEX-I-NanoPlus-GGUF

Image-Text-to-Text • 35B • Updated about 15 hours ago • 4.19k • 1
IsValorum/Tiel-Coder-35B-A3B-APEX-I-NanoPlus-GGUF

Image-Text-to-Text • 35B • Updated about 15 hours ago • 4.69k • 7

APEX-I-MiniPlus V2.1 (Current)

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 about 15 hours ago • 18.3k • 17
IsValorum/Occamy-1.0-APEX-I-MiniPlus-V2.1-GGUF

Text Generation • 35B • Updated about 15 hours ago • 8.87k • 16
IsValorum/Nex-N2.5-mini-APEX-I-MiniPlus-V2.1-GGUF

Text Generation • 35B • Updated about 15 hours ago • 10.9k • 3
IsValorum/KAT-Coder-V2.5-Dev-APEX-I-MiniPlus-V2.1-GGUF

Text Generation • 35B • Updated about 15 hours ago • 7.36k • 4

APEX-I MiniPlus V1 Archive

Historical legacy collection of early APEX-I-MiniPlus V1 quantization releases.

IsValorum/Iris-mini-APEX-I-MiniPlus-V1-GGUF

Text Generation • 36B • Updated about 15 hours ago • 4.3k • 2
IsValorum/Nex-N2.5-mini-APEX-I-MiniPlus-V1-GGUF

Image-Text-to-Text • 35B • Updated about 15 hours ago • 5.13k • 3

MLX APEX Abliterated

Native MLX APEX Abliterated releases using IsValorum's mixed-precision recipes for Apple Silicon.

IsValorum/Qwen3.8-35B-A3B-Distill-MLX-APEX-NanoPlus-Abliterated

Text Generation • 35B • Updated about 15 hours ago • 1.73k • 1
IsValorum/Qwen3.8-35B-A3B-Distill-MLX-APEX-MiniPlus-Abliterated

Text Generation • 35B • Updated about 15 hours ago • 2.7k • 3

Abliterated

Official collection of Abliterated / Uncensored APEX-I-MiniPlus models.

IsValorum/Occamy-1.0-APEX-I-MiniPlus-V2.1-Abliterated-GGUF

Text Generation • 35B • Updated about 15 hours ago • 9.78k • 12
IsValorum/Qwen3.8-35B-A3B-Distill-MTP-APEX-I-MiniPlus-V2.1-Abliterated-GGUF

Text Generation • 35B • Updated about 15 hours ago • 76.3k • 35
IsValorum/Qwen3.6-35B-A3B-MTP-APEX-I-MiniPlus-V2.1-Abliterated-GGUF

Image-Text-to-Text • 35B • Updated about 15 hours ago • 14.4k • 8
IsValorum/Cyber-Tiel-Coder-35B-A3B-APEX-I-MiniPlus-V2.1-GGUF

Image-Text-to-Text • 35B • Updated about 15 hours ago • 10.4k • 13

APEX-I MiniPlus V2 Archive

Historical legacy collection of APEX-I-MiniPlus V2 quantization releases.

IsValorum/Occamy-1.0-APEX-I-MiniPlus-V2-GGUF

Image-Text-to-Text • 35B • Updated about 15 hours ago • 9.12k • 7
IsValorum/Apodex-1.1-mini-APEX-I-MiniPlus-V2-GGUF

Image-Text-to-Text • 36B • Updated about 15 hours ago • 3.87k
IsValorum/KAT-Coder-V2.5-Dev-APEX-I-MiniPlus-V2-GGUF

Text Generation • 35B • Updated about 15 hours ago • 3.31k • 1
IsValorum/Thomson-1.0-Small-APEX-I-MiniPlus-V2-GGUF

Image-Text-to-Text • 35B • Updated about 15 hours ago • 3.36k

APEX-I Custom Quants — Complete Archive

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 about 15 hours ago • 4.3k • 2
IsValorum/Nex-N2.5-mini-APEX-I-MiniPlus-V1-GGUF

Image-Text-to-Text • 35B • Updated about 15 hours ago • 5.13k • 3
IsValorum/Occamy-1.0-APEX-I-MiniPlus-V2-GGUF

Image-Text-to-Text • 35B • Updated about 15 hours ago • 9.12k • 7
IsValorum/Apodex-1.1-mini-APEX-I-MiniPlus-V2-GGUF

Image-Text-to-Text • 36B • Updated about 15 hours ago • 3.87k

VAL-APEX-I

Official collection of models quantized under the VAL-APEX-I standard for dense hybrid linear-quadratic architectures.

IsValorum/Huihui-Qwen3.8-27B-Abliterated-VAL-APEX-I-MiniPlus-V2.1-GGUF

Text Generation • 27B • Updated about 15 hours ago • 2.9k • 3
IsValorum/Huihui-Qwen3.8-27B-Abliterated-VAL-APEX-I-NanoPlus-GGUF

Text Generation • 27B • Updated about 15 hours ago • 3.03k • 1
IsValorum/Qwen3.8-27B-EfficientThink-Uncensored-VAL-APEX-I-MiniPlus-V2.1-GGUF

Text Generation • 2B • Updated about 10 hours ago • 5.05k • 4
IsValorum/Qwen3.8-27B-EfficientThink-Uncensored-VAL-APEX-I-NanoPlus-GGUF

Text Generation • 2B • Updated about 10 hours ago • 6.19k • 4

MLX APEX Abliterated

Native MLX APEX Abliterated releases using IsValorum's mixed-precision recipes for Apple Silicon.

IsValorum/Qwen3.8-35B-A3B-Distill-MLX-APEX-NanoPlus-Abliterated

Text Generation • 35B • Updated about 15 hours ago • 1.73k • 1
IsValorum/Qwen3.8-35B-A3B-Distill-MLX-APEX-MiniPlus-Abliterated

Text Generation • 35B • Updated about 15 hours ago • 2.7k • 3

APEX-I-NanoPlus

Architectural quantization line targeting 12-13 GB with solid Q4 quality and fast RAM streaming on 16GB VRAM.

IsValorum/Qwen3.6-35B-A3B-MTP-APEX-I-NanoPlus-GGUF

Image-Text-to-Text • 36B • Updated about 15 hours ago • 4.73k • 4
IsValorum/Occamy-1.0-APEX-I-NanoPlus-GGUF

Image-Text-to-Text • 35B • Updated about 15 hours ago • 3.87k • 5
IsValorum/Ornith-1.5-35B-A3B-APEX-I-NanoPlus-GGUF

Image-Text-to-Text • 35B • Updated about 15 hours ago • 4.19k • 1
IsValorum/Tiel-Coder-35B-A3B-APEX-I-NanoPlus-GGUF

Image-Text-to-Text • 35B • Updated about 15 hours ago • 4.69k • 7

Abliterated

Official collection of Abliterated / Uncensored APEX-I-MiniPlus models.

IsValorum/Occamy-1.0-APEX-I-MiniPlus-V2.1-Abliterated-GGUF

Text Generation • 35B • Updated about 15 hours ago • 9.78k • 12
IsValorum/Qwen3.8-35B-A3B-Distill-MTP-APEX-I-MiniPlus-V2.1-Abliterated-GGUF

Text Generation • 35B • Updated about 15 hours ago • 76.3k • 35
IsValorum/Qwen3.6-35B-A3B-MTP-APEX-I-MiniPlus-V2.1-Abliterated-GGUF

Image-Text-to-Text • 35B • Updated about 15 hours ago • 14.4k • 8
IsValorum/Cyber-Tiel-Coder-35B-A3B-APEX-I-MiniPlus-V2.1-GGUF

Image-Text-to-Text • 35B • Updated about 15 hours ago • 10.4k • 13

APEX-I-MiniPlus V2.1 (Current)

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 about 15 hours ago • 18.3k • 17
IsValorum/Occamy-1.0-APEX-I-MiniPlus-V2.1-GGUF

Text Generation • 35B • Updated about 15 hours ago • 8.87k • 16
IsValorum/Nex-N2.5-mini-APEX-I-MiniPlus-V2.1-GGUF

Text Generation • 35B • Updated about 15 hours ago • 10.9k • 3
IsValorum/KAT-Coder-V2.5-Dev-APEX-I-MiniPlus-V2.1-GGUF

Text Generation • 35B • Updated about 15 hours ago • 7.36k • 4

APEX-I MiniPlus V2 Archive

Historical legacy collection of APEX-I-MiniPlus V2 quantization releases.

IsValorum/Occamy-1.0-APEX-I-MiniPlus-V2-GGUF

Image-Text-to-Text • 35B • Updated about 15 hours ago • 9.12k • 7
IsValorum/Apodex-1.1-mini-APEX-I-MiniPlus-V2-GGUF

Image-Text-to-Text • 36B • Updated about 15 hours ago • 3.87k
IsValorum/KAT-Coder-V2.5-Dev-APEX-I-MiniPlus-V2-GGUF

Text Generation • 35B • Updated about 15 hours ago • 3.31k • 1
IsValorum/Thomson-1.0-Small-APEX-I-MiniPlus-V2-GGUF

Image-Text-to-Text • 35B • Updated about 15 hours ago • 3.36k

APEX-I MiniPlus V1 Archive

Historical legacy collection of early APEX-I-MiniPlus V1 quantization releases.

IsValorum/Iris-mini-APEX-I-MiniPlus-V1-GGUF

Text Generation • 36B • Updated about 15 hours ago • 4.3k • 2
IsValorum/Nex-N2.5-mini-APEX-I-MiniPlus-V1-GGUF

Image-Text-to-Text • 35B • Updated about 15 hours ago • 5.13k • 3

APEX-I Custom Quants — Complete Archive

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 about 15 hours ago • 4.3k • 2
IsValorum/Nex-N2.5-mini-APEX-I-MiniPlus-V1-GGUF

Image-Text-to-Text • 35B • Updated about 15 hours ago • 5.13k • 3
IsValorum/Occamy-1.0-APEX-I-MiniPlus-V2-GGUF

Image-Text-to-Text • 35B • Updated about 15 hours ago • 9.12k • 7
IsValorum/Apodex-1.1-mini-APEX-I-MiniPlus-V2-GGUF

Image-Text-to-Text • 36B • Updated about 15 hours ago • 3.87k