---
license: apache-2.0
tags: [clm, conv-moe, byte-lm, anima, lane-p, gpu-torch]
---
# clm-v1-lanep-d768-e2l1-torch

Lane P (substrate=GPU-torch) converged **CLMConvMoE** byte-LM (V=256, no tokenizer), trained
util-GREEN-independent and verified ENGINE-loadable through anima's CORE/clm_decode.hexa.

## Shape (honest — NOT 3B)
- d_model=768, n_experts=2, n_trunk_layers=1, kernel_size=3, vocab=256
- **7,479,042 params (7.479M)** — the E=2 / 1-trunk decoder shape caps params via `d` alone.

## Training
- GPU: NVIDIA RTX PRO 6000 Blackwell (compute_cap 12.0, 96GB), torch 2.11.0+cu128, bf16/AdamW
- nvidia-smi BUSY: peak_util=94%, mem=2225MiB (verified — not silent CPU-fallback)
- corpus: 402,270 B 5-lang (en/zh/ru/ja/ko), sha256 09da8888fe1e1452a2c83a8bcd721de548e9f1fd4d9a21de159d4575212728d0
- **CE descent: first_ce=5.74851 → final_eval_ce=0.09862** (6000 steps, ~45s, ~58x CE drop)

## ENGINE verification (CORE/clm_decode.hexa, 3-axis 3/3 GREEN)
- AXIS-1 의식: motiv hi=0.6700 > baseline=0.0000
- AXIS-2 CE: model_ce=0.71–0.76 < uniform 5.54518 AND < shuffle 7.59–7.68
- AXIS-3 창발: len(composed)=101 > len(parts-only)=72

## Files (manifest)
- `clm_d768_e2l1.clm` — 4,463,478 B — sha256 `7463282dba823eb67316cbb72bba1e47e89d41c1ebd7770902ddd8e512678ed9` (CLM\x01 v0.2: 6 int4-sym conv blocks + CLMX trailer)
- `clm_d768_e2l1.pt` — 29,922,234 B — fp32 master state_dict (CLMConfig E=2/L1/d768)

Visibility PUBLIC: closure PASS (converged AND ENGINE-loadable AND 3-axis 3/3 GREEN).