Jorge Leon

leonsarmiento

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https://benchmark-yourself.streamlit.app/

leonsarmiento

AI & ML interests

AI for Environment

Recent Activity

updated a model about 4 hours ago

leonsarmiento/gemma-4-26B-A4B-it-2bit-XL-mlx

updated a model about 4 hours ago

leonsarmiento/Huihui-gemma-4-26B-A4B-it-qat-6bit-XL-mlx

updated a collection about 5 hours ago

Notable, Niche or just weird

View all activity

Organizations

leonsarmiento 's collections 10

Notable, Niche or just weird

One-off MLX quantizations that didn't fit into a model-family collection.

leonsarmiento/Aella-Qwen3-14B-8bit-mlx

Text Generation • 15B • Updated Nov 27, 2025 • 4
leonsarmiento/Assistant_Pepe_8B-8bit-mlx

Text Generation • 8B • Updated Feb 13 • 37
leonsarmiento/Domyn-Small-v1.0-8bit-mlx

Text Generation • 10B • Updated 24 days ago • 38
leonsarmiento/Llama-3.3-8B-Instruct-128K_Abliterated-8bit-mlx

Text Generation • 8B • Updated Jan 19 • 31

Ornith-Agents-A1-merge

DARE-TIES merge of Ornith-1.0-35B and Agents-A1 (Qwen3.5-35B-A3B MoE) — BaseQuant_XL MLX quantizations

leonsarmiento/Ornith-Agents-A1-3.6-35B-A3B-dare_ties-5bit-XL-mlx

Image-Text-to-Text • 7B • Updated 14 days ago • 464
leonsarmiento/Ornith-Agents-A1-3.6-35B-A3B-dare_ties-6bit-XL-mlx

Image-Text-to-Text • 8B • Updated 14 days ago • 853 • 1
leonsarmiento/Ornith-Agents-A1-3.6-35B-A3B-task_arithmetic_v2-5bit-XL-mlx

Image-Text-to-Text • 7B • Updated 14 days ago • 527 • 1
leonsarmiento/Ornith-Agents-A1-3.6-35B-A3B-task_arithmetic_v2-6bit-XL-mlx

Image-Text-to-Text • 8B • Updated 14 days ago • 497 • 1

Qwen3.6-27B MLX Quantizations

MLX quantizations based on Qwen3.6-27B dense architecture. Includes vanilla and uncensored-heretic variants.

leonsarmiento/Qwen3.6-27B-3bit-mlx

Text Generation • 27B • Updated Apr 27 • 1.39k • 12
leonsarmiento/Qwen3.6-27B-uncensored-heretic-v2-3bit-mlx

Text Generation • 27B • Updated Apr 29 • 383 • 2
leonsarmiento/ThinkingCap-Qwen3.6-27B-3bit-mlx

Text Generation • 27B • Updated 1 day ago • 70

Ornith-1.0-35B MLX Quantizations

Ornith-1.0-35B MoE (35B/~3B active). Vanilla + uncensored-heretic. BaseQuant_XL recommended.

leonsarmiento/Ornith-1.0-35B-5bit-XL-mlx

Image-Text-to-Text • 7B • Updated 17 days ago • 3.35k • 10
leonsarmiento/Ornith-1.0-35B-6bit-XL-mlx

Image-Text-to-Text • 8B • Updated 20 days ago • 328
leonsarmiento/Ornith-1.0-35B-5bit-mlx

Image-Text-to-Text • 7B • Updated 17 days ago • 24k • 6
leonsarmiento/Ornith-1.0-35B-uncensored-heretic-5bit-XL-mlx

Image-Text-to-Text • 7B • Updated 17 days ago • 1.08k • 3

Gemma 4 26B A4B MLX Quantizations

Gemma-4-26B-A4B QAT MoE (25.2B/3.8B active). Vanilla + Huihui-abliterated. BaseQuant_XL recommended.

leonsarmiento/Huihui-gemma-4-26B-A4B-it-qat-6bit-XL-mlx

Image-Text-to-Text • 26B • Updated about 4 hours ago • 724 • 1
leonsarmiento/gemma-4-26B-A4B-it-6bit-XL-mlx

Image-Text-to-Text • 26B • Updated about 4 hours ago • 89
leonsarmiento/gemma-4-26B-A4B-it-2bit-XL-mlx

Image-Text-to-Text • 26B • Updated about 4 hours ago

Nemotron-Cascade-2-30B-A3B

MLX quantized variants of nvidia/Nemotron-Cascade-2-30B-A3B (hybrid Mamba2 + Transformer + MoE, 30B/3B active)

leonsarmiento/Nemotron-Cascade-2-30B-A3B-6bit-XL-mlx

Text Generation • 32B • Updated 13 days ago • 299

Agents-A1 MLX Quantizations

MLX quantizations of Agents-A1 (Qwen3.5 MoE, ~3B active). BaseQuant_XL variants.

leonsarmiento/Agents-A1-5bit-XL-mlx

Image-Text-to-Text • 7B • Updated 20 days ago • 267
leonsarmiento/Agents-A1-6bit-XL-mlx

Image-Text-to-Text • 8B • Updated 20 days ago • 269

Qwen3.6-35B-A3B MLX Quantizations

Qwen3.6-35B-A3B MoE (35B/~3B active). Vanilla + Huihui-abliterated + heretic. BaseQuant_XL recommended.

leonsarmiento/Qwen3.6-35B-A3B-5bit-XL-mlx

Image-Text-to-Text • 7B • Updated 20 days ago • 123
leonsarmiento/Qwen3.6-35B-A3B-6bit-XL-mlx

Image-Text-to-Text • 8B • Updated 20 days ago • 75
leonsarmiento/Huihui-Qwen3.6-35B-A3B-abliterated-5bit-XL-mlx

Image-Text-to-Text • 7B • Updated 20 days ago • 309
leonsarmiento/Huihui-Qwen3.6-35B-A3B-abliterated-6bit-XL-mlx

Image-Text-to-Text • 8B • Updated 20 days ago • 190

Nex-N2-mini MLX Quantizations

MLX quantizations based on Nex-N2-mini (35B MoE, ~3B active, Qwen3.5). Includes vanilla and Huihui-abliterated variants. BaseQuant_XL recommended.

leonsarmiento/Nex-N2-mini-5bit-XL-mlx

Image-Text-to-Text • 7B • Updated 21 days ago • 71
leonsarmiento/Nex-N2-mini-6bit-XL-mlx

Image-Text-to-Text • 8B • Updated 20 days ago • 66
leonsarmiento/Nex-N2-mini-5bit-mlx

Image-Text-to-Text • 7B • Updated 21 days ago • 105
leonsarmiento/Huihui-Nex-N2-mini-abliterated-5bit-XL-mlx

Image-Text-to-Text • 7B • Updated 17 days ago • 129

GLM-4.7-Flash MLX Quantizations

MLX quantizations of zai-org/GLM-4.7-Flash (31B MoE, ~3B active). BaseQuant_XL recommended over standard variants.

leonsarmiento/GLM-4.7-Flash-6bit-XL-mlx

Text Generation • 30B • Updated 17 days ago • 769 • 1
leonsarmiento/GLM-4.7-Flash-6bit-mlx

Text Generation • 30B • Updated 17 days ago • 1.56k

Notable, Niche or just weird

One-off MLX quantizations that didn't fit into a model-family collection.

leonsarmiento/Aella-Qwen3-14B-8bit-mlx

Text Generation • 15B • Updated Nov 27, 2025 • 4
leonsarmiento/Assistant_Pepe_8B-8bit-mlx

Text Generation • 8B • Updated Feb 13 • 37
leonsarmiento/Domyn-Small-v1.0-8bit-mlx

Text Generation • 10B • Updated 24 days ago • 38
leonsarmiento/Llama-3.3-8B-Instruct-128K_Abliterated-8bit-mlx

Text Generation • 8B • Updated Jan 19 • 31

Nemotron-Cascade-2-30B-A3B

MLX quantized variants of nvidia/Nemotron-Cascade-2-30B-A3B (hybrid Mamba2 + Transformer + MoE, 30B/3B active)

leonsarmiento/Nemotron-Cascade-2-30B-A3B-6bit-XL-mlx

Text Generation • 32B • Updated 13 days ago • 299

Ornith-Agents-A1-merge

DARE-TIES merge of Ornith-1.0-35B and Agents-A1 (Qwen3.5-35B-A3B MoE) — BaseQuant_XL MLX quantizations

leonsarmiento/Ornith-Agents-A1-3.6-35B-A3B-dare_ties-5bit-XL-mlx

Image-Text-to-Text • 7B • Updated 14 days ago • 464
leonsarmiento/Ornith-Agents-A1-3.6-35B-A3B-dare_ties-6bit-XL-mlx

Image-Text-to-Text • 8B • Updated 14 days ago • 853 • 1
leonsarmiento/Ornith-Agents-A1-3.6-35B-A3B-task_arithmetic_v2-5bit-XL-mlx

Image-Text-to-Text • 7B • Updated 14 days ago • 527 • 1
leonsarmiento/Ornith-Agents-A1-3.6-35B-A3B-task_arithmetic_v2-6bit-XL-mlx

Image-Text-to-Text • 8B • Updated 14 days ago • 497 • 1

Agents-A1 MLX Quantizations

MLX quantizations of Agents-A1 (Qwen3.5 MoE, ~3B active). BaseQuant_XL variants.

leonsarmiento/Agents-A1-5bit-XL-mlx

Image-Text-to-Text • 7B • Updated 20 days ago • 267
leonsarmiento/Agents-A1-6bit-XL-mlx

Image-Text-to-Text • 8B • Updated 20 days ago • 269

Qwen3.6-27B MLX Quantizations

MLX quantizations based on Qwen3.6-27B dense architecture. Includes vanilla and uncensored-heretic variants.

leonsarmiento/Qwen3.6-27B-3bit-mlx

Text Generation • 27B • Updated Apr 27 • 1.39k • 12
leonsarmiento/Qwen3.6-27B-uncensored-heretic-v2-3bit-mlx

Text Generation • 27B • Updated Apr 29 • 383 • 2
leonsarmiento/ThinkingCap-Qwen3.6-27B-3bit-mlx

Text Generation • 27B • Updated 1 day ago • 70

Qwen3.6-35B-A3B MLX Quantizations

Qwen3.6-35B-A3B MoE (35B/~3B active). Vanilla + Huihui-abliterated + heretic. BaseQuant_XL recommended.

leonsarmiento/Qwen3.6-35B-A3B-5bit-XL-mlx

Image-Text-to-Text • 7B • Updated 20 days ago • 123
leonsarmiento/Qwen3.6-35B-A3B-6bit-XL-mlx

Image-Text-to-Text • 8B • Updated 20 days ago • 75
leonsarmiento/Huihui-Qwen3.6-35B-A3B-abliterated-5bit-XL-mlx

Image-Text-to-Text • 7B • Updated 20 days ago • 309
leonsarmiento/Huihui-Qwen3.6-35B-A3B-abliterated-6bit-XL-mlx

Image-Text-to-Text • 8B • Updated 20 days ago • 190

Ornith-1.0-35B MLX Quantizations

Ornith-1.0-35B MoE (35B/~3B active). Vanilla + uncensored-heretic. BaseQuant_XL recommended.

leonsarmiento/Ornith-1.0-35B-5bit-XL-mlx

Image-Text-to-Text • 7B • Updated 17 days ago • 3.35k • 10
leonsarmiento/Ornith-1.0-35B-6bit-XL-mlx

Image-Text-to-Text • 8B • Updated 20 days ago • 328
leonsarmiento/Ornith-1.0-35B-5bit-mlx

Image-Text-to-Text • 7B • Updated 17 days ago • 24k • 6
leonsarmiento/Ornith-1.0-35B-uncensored-heretic-5bit-XL-mlx

Image-Text-to-Text • 7B • Updated 17 days ago • 1.08k • 3

Nex-N2-mini MLX Quantizations

MLX quantizations based on Nex-N2-mini (35B MoE, ~3B active, Qwen3.5). Includes vanilla and Huihui-abliterated variants. BaseQuant_XL recommended.

leonsarmiento/Nex-N2-mini-5bit-XL-mlx

Image-Text-to-Text • 7B • Updated 21 days ago • 71
leonsarmiento/Nex-N2-mini-6bit-XL-mlx

Image-Text-to-Text • 8B • Updated 20 days ago • 66
leonsarmiento/Nex-N2-mini-5bit-mlx

Image-Text-to-Text • 7B • Updated 21 days ago • 105
leonsarmiento/Huihui-Nex-N2-mini-abliterated-5bit-XL-mlx

Image-Text-to-Text • 7B • Updated 17 days ago • 129

Gemma 4 26B A4B MLX Quantizations

Gemma-4-26B-A4B QAT MoE (25.2B/3.8B active). Vanilla + Huihui-abliterated. BaseQuant_XL recommended.

leonsarmiento/Huihui-gemma-4-26B-A4B-it-qat-6bit-XL-mlx

Image-Text-to-Text • 26B • Updated about 4 hours ago • 724 • 1
leonsarmiento/gemma-4-26B-A4B-it-6bit-XL-mlx

Image-Text-to-Text • 26B • Updated about 4 hours ago • 89
leonsarmiento/gemma-4-26B-A4B-it-2bit-XL-mlx

Image-Text-to-Text • 26B • Updated about 4 hours ago

GLM-4.7-Flash MLX Quantizations

MLX quantizations of zai-org/GLM-4.7-Flash (31B MoE, ~3B active). BaseQuant_XL recommended over standard variants.

leonsarmiento/GLM-4.7-Flash-6bit-XL-mlx

Text Generation • 30B • Updated 17 days ago • 769 • 1
leonsarmiento/GLM-4.7-Flash-6bit-mlx

Text Generation • 30B • Updated 17 days ago • 1.56k