Occamy 1.0
Official Occamy checkpoints: BF16, standard/calibrated APEX GGUF, FP8, NVFP4, eight MLX formats, MTP, data and paper; deployment explorer included.
Image-Text-to-Text • 35B • Updated • 2.65k • 224Note 35B total / 3B active MoE. Original BF16 checkpoint with vision.
Accio-Lab/occamy-1.0-GGUF
Image-Text-to-Text • 35B • Updated • 270k • 37Note 17 GGUF variants, now including Q3_K_L, Q4_0 and Q5_0. Optional F16 vision projector; see tokenizer and validation notes.
Accio-Lab/occamy-1.0-APEX-GGUF
Image-Text-to-Text • 35B • Updated • 1Note Seven APEX profiles: three plain and four calibrated, including Mini. Direct BF16 quantization; all 256 experts covered per layer. Measured quality and full checks included.
Accio-Lab/occamy-1.0-FP8
Image-Text-to-Text • 35B • Updated • 324 • 4Note 36.61 GB blockwise FP8. Preserved vision weights; paired sample evaluations included.
Accio-Lab/occamy-1.0-NVFP4
Image-Text-to-Text • 19B • Updated • 1.82k • 9Note 23.93 GB mixed-precision expert-only NVFP4. Native FP4 requires compatible kernels; H200 uses Marlin W4A16.
Accio-Lab/occamy-1.0-MLX-8bit
Text Generation • 35B • UpdatedNote Native affine 8-bit · 36.83 GB · text only. Complete artifact checks, 8/8 Linux fixtures and 2/2 HTTP API smoke checks; Mac Metal pending.
Accio-Lab/occamy-1.0-MLX-6bit
Text Generation • 35B • UpdatedNote Native affine 6-bit · 28.17 GB · text only. Complete artifact checks, 8/8 Linux fixtures and 2/2 HTTP API smoke checks; Mac Metal pending.
Accio-Lab/occamy-1.0-MLX-5bit
Text Generation • 35B • UpdatedNote Native MLX affine, group 64 · 23.84 GB · text only. 8/8 Linux fixtures, 2/2 HTTP, paired subset PPL 8.3075; Mac Metal pending.
Accio-Lab/occamy-1.0-MLX-4bit
Text Generation • 35B • Updated • 519 • 1Note 19.51 GB, group64, text only. Linux checks passed; Mac Metal acceptance pending.
Accio-Lab/occamy-1.0-MLX-3bit
Text Generation • 35B • Updated • 242Note 15.18 GB, group64, text only. Linux checks passed; Mac Metal acceptance pending.
Accio-Lab/occamy-1.0-MLX-mxfp8
Text Generation • 35B • UpdatedNote Native MLX mxfp8, group 32 · 35.75 GB · text only. 8/8 Linux fixtures, 2/2 HTTP, paired subset PPL 8.3866; Mac Metal pending.
Accio-Lab/occamy-1.0-MLX-mxfp4
Text Generation • 35B • UpdatedNote Native MLX mxfp4, group 32 · 18.43 GB · text only. 8/8 Linux fixtures, 2/2 HTTP, paired subset PPL 8.8886; Mac Metal pending.
Accio-Lab/occamy-1.0-MLX-nvfp4
Text Generation • 35B • UpdatedNote Native MLX nvfp4, group 16 · 19.51 GB · text only. 8/8 Linux fixtures, 2/2 HTTP, paired subset PPL 8.9242; Mac Metal pending.
Occamy Checkpoint Explorer
🐉Compare Occamy weights and copy deployment commands.
Note Choose a checkpoint, compare weight sizes, download models and copy deployment commands. Free browser app.
Accio-Lab/occamy-1.0-MTP
Updated • 7Note Experimental draft head; base model required. Patched SGLang greedy parity checks; final MTP3 speed unmeasured.
Accio-Lab/occamy-data-1.0
Viewer • Updated • 1.01k • 184 • 4Note Released subset of Occamy training data.
Occamy-1.0: Open Pareto-frontier 35B Intelligence for Co-work
Paper • 2609.11977 • Published • 116Note Occamy-1.0: Open Pareto-frontier 35B Intelligence for Co-work.