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README.md

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+---
+tags:
+- from-scratch
+- hierarchical-concept-diffusion
+- synth
+---
+
+# ncp arm — Hierarchical Concept-Diffusion synth run
+
+- arm: `ncp`
+- params: 50,500,737
+- steps: 12000
+- seq_len: 256, batch: 32
+- final val LM loss: **6.1264**
+- data: PleIAs/SYNTH (en subset: query+reasoning+answer, streaming, gpt2 tokenizer)
+- optimizer: AdamW lr 0.0001, wd 0.1, cosine, warmup 200

model.pt

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+version https://git-lfs.github.com/spec/v1
+oid sha256:7fd1046077019a951dc98f326e4e7a21ace193098d4096cdb8752f1a3b13f44f
+size 279650571