This repository contains BF16 Hugging Face/vLLM exports from the Nemotron-Terminal branch of Marin's ordered Chat → Thinking → Agentic SFT campaign. The model was initialized from the final Thinking checkpoint and trained for 1,888 steps on the Nemotron Terminal corpus used by the successful control in marin-community/marin#7743.
main is the final step-1,888 checkpoint. Retained intermediate checkpoints are published as step-N branches.
Native checkpoint collection:
s3://marin-us-east-02a/marin/grug/snowball_step105149_sft_s3_nemotron_terminal_steps1888/2026.08.14.1/checkpoints/
The export preserves the Marin tokenizer, Delphi special tokens, and the trained FP32 query-bias state. This lineage should be evaluated with Terminus-2.
model-00001-of-00039.safetensors 4.7 GBmodel-00005-of-00039.safetensors 3.4 GBmodel-00006-of-00039.safetensors 3.4 GBmodel-00008-of-00039.safetensors 3.4 GBmodel-00009-of-00039.safetensors 3.4 GBmodel-00011-of-00039.safetensors 3.4 GBmodel-00012-of-00039.safetensors 3.4 GBmodel-00014-of-00039.safetensors 3.4 GBmodel-00015-of-00039.safetensors 3.4 GBmodel-00017-of-00039.safetensors 3.4 GBmodel-00018-of-00039.safetensors 3.4 GBmodel-00021-of-00039.safetensors 3.4 GBmodel-00023-of-00039.safetensors 3.4 GBmodel-00024-of-00039.safetensors 3.4 GBmodel-00026-of-00039.safetensors 3.4 GBmodel-00027-of-00039.safetensors 3.4 GBmodel-00029-of-00039.safetensors 3.4 GBmodel-00020-of-00039.safetensors 3.4 GBmodel-00002-of-00039.safetensors 3.4 GBmodel-00003-of-00039.safetensors 3.4 GBmodel-00030-of-00039.safetensors 3.4 GBmodel-00032-of-00039.safetensors 3.4 GBmodel-00033-of-00039.safetensors 3.4 GBmodel-00035-of-00039.safetensors 3.4 GBmodel-00036-of-00039.safetensors 3.4 GBmodel-00038-of-00039.safetensors 3.4 GBmodel-00039-of-00039.safetensors 3.4 GBmodel-00004-of-00039.safetensors 3.4 GBmodel-00007-of-00039.safetensors 3.4 GBmodel-00010-of-00039.safetensors 3.4 GBmodel-00013-of-00039.safetensors 3.4 GBmodel-00016-of-00039.safetensors 3.4 GBmodel-00019-of-00039.safetensors 3.4 GBmodel-00022-of-00039.safetensors 3.4 GBmodel-00025-of-00039.safetensors 3.4 GBmodel-00028-of-00039.safetensors 3.4 GBmodel-00031-of-00039.safetensors 3.4 GBmodel-00034-of-00039.safetensors 3.4 GBmodel-00037-of-00039.safetensors 3.4 GBHave the files? Submit a torrent.
Submit a torrentHave the complete files and permission to share them? Replace the example folder path. The script checks the files, makes a torrent and submits its magnet and checksums. Keep your torrent client seeding. Get your community key from your settings, and read the script before running it.
curl -fsSL https://pirateface.co/package.sh | bash -s -- --repo laion/snowball-67b-a2b-sft-s3-nemotron-terminal-step1888 ./model-folder