Rust + CUDA engine that streams giant MoE models from SSD, running models far larger than VRAM. Mixed-precision GGUFs. github.com/giannisanni/pulsar
Gianni Sanrochman
giannisan
AI & ML interests
Transfromers, LLMs, multimodel, vision, audio
Organizations
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giannisan/penny-llama3-2x8b
Text Generation • 14B • Updated • 16 • 1 -
giannisan/penny5-dolphin-einstein-llama3-dare-ties-chatml
Text Generation • 8B • Updated • 31 • 1 -
giannisan/penny5-dolphin-einstein-llama3-dare-ties-chatml.gguf
8B • Updated • 86 • 1 -
mradermacher/penny-llama3-2x8b-v2-GGUF
14B • Updated • 402 • 1
Rust + CUDA engine that streams giant MoE models from SSD, running models far larger than VRAM. Mixed-precision GGUFs. github.com/giannisanni/pulsar
-
giannisan/penny-llama3-2x8b
Text Generation • 14B • Updated • 16 • 1 -
giannisan/penny5-dolphin-einstein-llama3-dare-ties-chatml
Text Generation • 8B • Updated • 31 • 1 -
giannisan/penny5-dolphin-einstein-llama3-dare-ties-chatml.gguf
8B • Updated • 86 • 1 -
mradermacher/penny-llama3-2x8b-v2-GGUF
14B • Updated • 402 • 1
models 49
giannisan/Laguna-S-2.1-ds4-gguf
118B • Updated • 92 • 4
giannisan/Hy3-ds4-gguf
299B • Updated • 147 • 30
giannisan/GLM-5.2-ds4-gguf
754B • Updated • 95 • 3
giannisan/light-fantasy-flux2-klein-base-lora
Text-to-Image • Updated • 97 •
giannisan/light-fantasy-flux2-klein-lora
Text-to-Image • Updated • 77 •
giannisan/heartformer
Object Detection • Updated • 8
giannisan/penta-reaserch
Updated
giannisan/PENNY-R1-7B-2-Q4_K_M-GGUF
8B • Updated • 19
giannisan/PENNY-R1-7B-2-Q8_0-GGUF
8B • Updated • 34
giannisan/PENNY-R1-7B-2
Text Generation • 8B • Updated • 25
datasets 22
giannisan/gemma-csm-shards
Updated • 852
giannisan/light-fantasy-dataset
Viewer • Updated • 232 • 56
giannisan/light_fantasy_dataset
Viewer • Updated • 232 • 5
giannisan/penta-reaserch
Updated • 8
giannisan/test_dataset_7
Viewer • Updated • 4 • 13
giannisan/test_dataset_6
Viewer • Updated • 4 • 8
giannisan/test_dataset_5
Viewer • Updated • 9
giannisan/penny_dataset_v4
Viewer • Updated • 229k • 61
giannisan/conversations_dataset_v1
Viewer • Updated • 480 • 27
giannisan/penny_dataset_v3
Viewer • Updated • 168k • 45