3-bit VLM base + 4-bit MTP drafter. Pair both for accelerated instruct decode. reasoning_effort baked to low.
Jorge Leon
leonsarmiento
AI & ML interests
AI for Environment
Recent Activity
liked a model 3 days ago
Jundot/Qwen3.8-27B-oQ4e-mtp updated a collection 8 days ago
Local SOTA for 48GB Macs updated a collection 8 days ago
Ornith-35B-A3BOrganizations
Best local MLX-quantized LLMs fitting 48GB unified memory. 6-bit XL variants are data-agnostic honest kings; oQ4e-XL for RAM-desperate coders.
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leonsarmiento/gemma-4-26B-A4B-it-6bit-XL-mlx
Image-Text-to-Text • 26B • Updated • 424 • 3 -
leonsarmiento/Qwen3.6-35B-A3B-6bit-XL-mlx
Image-Text-to-Text • 35B • Updated • 125 -
leonsarmiento/Qwen3.6-35B-A3B-oQ4e-mtp-XL-mlx
Image-Text-to-Text • 36B • Updated • 496 • 1 -
leonsarmiento/Ornith-1.0-35B-6bit-XL-mlx
Image-Text-to-Text • 35B • Updated • 131
3-bit VLM base + 4-bit MTP drafter. Pair both for accelerated instruct decode. reasoning_effort baked to low.
Best local MLX-quantized LLMs fitting 48GB unified memory. 6-bit XL variants are data-agnostic honest kings; oQ4e-XL for RAM-desperate coders.
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leonsarmiento/gemma-4-26B-A4B-it-6bit-XL-mlx
Image-Text-to-Text • 26B • Updated • 424 • 3 -
leonsarmiento/Qwen3.6-35B-A3B-6bit-XL-mlx
Image-Text-to-Text • 35B • Updated • 125 -
leonsarmiento/Qwen3.6-35B-A3B-oQ4e-mtp-XL-mlx
Image-Text-to-Text • 36B • Updated • 496 • 1 -
leonsarmiento/Ornith-1.0-35B-6bit-XL-mlx
Image-Text-to-Text • 35B • Updated • 131
models 41
leonsarmiento/GRM-3.2-Sky-6bit-XL-mlx
Image-Text-to-Text • 35B • Updated • 25
leonsarmiento/Ornith-1.5-35B-A3B-6bit-XL-mlx
Image-Text-to-Text • 35B • Updated • 461 • 1
leonsarmiento/Qwen3.8-27B-3bit-mtp-mlx
Image-Text-to-Text • 28B • Updated • 1.87k • 5
leonsarmiento/Qwen3.8-27B-3bit-mlx
Image-Text-to-Text • 27B • Updated • 888 • 1
leonsarmiento/Nemotron-3.5-Lightning-30B-A3B-6bit-XL-mlx
Text Generation • 32B • Updated • 380
leonsarmiento/Qwen-AgentWorld-35B-A3B-6bit-XL-mlx
Text Generation • 35B • Updated • 125
leonsarmiento/gemma-4-12B-it-6bit-XL-mlx
Image-Text-to-Text • 12B • Updated • 135
leonsarmiento/Qwen3.6-35B-A3B-oQ4e-mtp-XL-mlx
Image-Text-to-Text • 36B • Updated • 496 • 1
leonsarmiento/Huihui-Nex-N2-mini-abliterated-5bit-XL-mlx
Image-Text-to-Text • 35B • Updated • 171
leonsarmiento/Nex-N2-mini-6bit-XL-mlx
Image-Text-to-Text • 35B • Updated • 34
datasets 0
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