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bulmax-asm-baseline
YNSScarSaiyan/bulmax-asm-baseline
bulmax-asm-baseline is a machine learning model from YNSScarSaiyan. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as other.
A 2,067,130,880-parameter decoder-only transformer whose entire forward pass, backward pass and optimizer step run on hand-written x86-64 NASM kernels (AVX2+FMA), driven by a pure C runtime with no Python in the train…
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Public
Updated Sep 27, 2026
Repo size
248 GB
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.bulmax248 GB · 100%
At a glance
- License
- other
- Access
- Public
- Created
- Aug 6, 2026
- Updated
- Sep 27, 2026
- SHA
- 1fb10091
Model card
From the Hugging Face model README
BulmaX-ASM Baseline
A 2,067,130,880-parameter decoder-only transformer whose entire forward pass, backward pass and optimizer step run on hand-written x86-64 NASM kernels (AVX2+FMA), driven by a pure C runtime with no Python in the training loop.
Deliberately plain: no MoE, no coherence graph, no liquid network, no RSM, no
complex/quantum attention, no low-rank factorization. It exists as a clean CPU
control alongside the main BulmaX multimodal run, on the same tokenizer
(bulma_sp.model) for data comparability.
| dim | 2560 |
| layers | 24 |
| heads | 20 (head_dim 128) |
| SwiGLU hidden | 6912 |
| vocab | 32000 |
| max seq len | 1024 |
| embeddings | untied |
| params | 2,067,130,880 |
Checkpoint format
Raw binary BULMAXCP v1 -- not safetensors, not pickle. Fixed 64-byte header,
64-byte directory entries, 64-byte-aligned float32 blobs, so a C or assembly
loader can mmap it and walk the directory with no JSON parser and no Python.
Files hold weights plus both AdamW moments and the absolute step counter.
- License
- other
- Created
- Aug 6, 2026
- Updated
- Sep 27, 2026